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Former Brevan Howard partner has just joined Izzy Englander’s Millennium Management

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Millennium Management is a hedge fund that keeps hiring in London. It’s just brought in a former Brevan Howard partner as a senior portfolio manager for its rates business.

James Watson, the former head of swaps trading ex-euro at Morgan Stanley, has just joined Millennium Management as a lead portfolio manager and partner. He joined Brevan Howard in June 2011, initially in its Geneva office, but moved to London two years later and eventually left the hedge fund in May 2016.

In another display of the onerous non-compete clauses hampering the moves of senior hedge fund professionals, it’s therefore taken a year for Watson to reappear at Millennium after leaving Brevan Howard.

In hedge fund terms, Millennium is a behemoth. It has $34.9bn in assets under management, as of 1 May, and has 2,150 employees across offices in the U.S., UK and Asia. It’s hired six new FCA registered staff in the past two months in London, but headcount has remained flat in the UK thanks to some key departures alongside the new recruits.

In the past month, Millennium has also hired two analysts. Ashley Thomas, the former head of European utilities research at MF Global in London who has been working at Societe Generale for the past five years, has joined Millennium as has Wayne Drayton, who was latterly a senior European Cash equities trader at Macquarie. He’s now an analyst on Millennium’s consumer fund.

Contact: pclarke@efinancialcareers.com

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The top 50 universities for getting a front office investment banking job

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It’s no secret that investment banks have target schools, and that only the top students within those universities make the cut for front office jobs. But which college is most likely to secure a front office job in investment banking? It’s not Oxford or Cambridge. Nor is it Harvard or Yale. Our research suggests that London School of Economics, Columbia University, and the University of Pennsylvania are most likely to feed students into the ‘interesting’ high-paying, client-facing jobs in investment banks.

Being at a close top school in close proximity to major financial centres – and therefore being able to easily intern – also seems to help. New York University is fourth in our rankings, while University College London (UCL) and Imperial College both make the top ten.

The top 50 list below has been created through analysis of the profiles on the eFinancialCareers CV database which have been updated over the past year. Over 63k people on our database work in front office positions – these include areas like M&A and capital markets, as well as derivatives trading, equities, fixed income sales and trading, quantitative analytics and equity research. The rankings are comprised of a weighted score based on the proportion of students from a particular university who have gone on to work in a front office role together with the absolute number of students from an individual college now working in a revenue-generating role in an investment bank.

This creates some interesting comparisons between the top ranked schools. LSE, Columbia and Penn are both dominant in M&A – with close to 30% of all the alumni who are front office employees working in this area – while Ecole Polytechnique (one of the French grandes ecoles known for producing highly-quantitative graduates) has the largest proportion of alumni (22%) working in derivatives trading roles.

Given the amount of time bulge bracket investment banks spend buzzing around the campuses of these colleges, these might seem pretty obvious outcomes. However, there are a few surprises. The data suggests, for example, that MIT or Cambridge are not among the top schools for getting into front office jobs in investment banks, coming in at 17th and 29th respectively.

Similarly, Harvard only scrapes into the top 15. This does not necessarily mean that investment banks don’t want graduates from these universities, but rather that students with impeccable academics from top-ranked schools are instead choosing to do something other than banking. By comparison, the LSE, Penn and Columbia have close ties with financial services organisations and a high proportion of their graduates decide to enter the financial sector.

Contact: pclarke@efinancialcareers.com

Image: Getty Images

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Time for the Kdb/Q specialists to quit finance?

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If you’re a developer specialized in the Kdb database and its associated programming language, Q, the chances are that you work in financial services. After all, the whole Kdb paradigm was engineered by Arthur Whitney, a former Morgan Stanley technologist after he quit banking in 1993. Since then, Kdb has evolved into the de facto system for banks, hedge funds, and high frequency trading houses looking for fast data extraction and analytics technologies. Now, however, finance firms have competition: their army of Kdb talent is wanted elsewhere.

“Other areas are beginning to catch up [with the need to process large amounts of data]” says Paul Bilokon, a Deutsche Bank director and founder and CEO of Thalesians, a think tank for people interested in quantitative finance, economics, computer science and physics. “I suspect Kdb+/Q specialists will be in high demand in other areas – from civil engineering, to bioinformatics, to medicine.”

A research paper released last year by Bloor, the IT consulting company, underscores the coming threat. Bloor predicted that Kdb’s architecture will increasingly be used across all industries using streaming analytics. What started life as a database system used to underpin banks’ electronic trading and analytics platforms now has applications across the internet of things, the retail sector, self-driving cars, smart technology and industrial automation. The more the world runs on real-time analysis of data, the more that today’s Kdb specialists will be wanted outside banks.

This has the potential to create problems. Banks remain highly reliant on their pool of Kdb expertise. J.P. Morgan, for example, is currently looking for a Kdb developer and data scientist to join its electronic market making team, Bank of America wants a Kdb/Q developer to work on its algorithmic trading systems, Morgan Stanley wants a Kdb developer for its metrics team in New York. The list goes on.

Of course, Kdb isn’t the only database option – there are also Hadoop and SQL and Cassandra and MongoDB waiting in the wings. But the way KX, the company that sells Kdb tells it, the alternatives are all inferior.  “Kdb+ is particularly good (both in terms of performance and functionality) at processing, manipulating and analysing data (especially numeric data) in real-time, alongside the analysis of historical data,” says KX, adding that, “The Q language is significantly more efficient than other languages that you might use (both procedural and declarative) for analysis purposes.”

You might say that KX would say this, but Bilokon agrees: “In my personal view, nothing has so far approached Kdb+ in usability, flexibility and speed.”

Recruiters are already alert to the possibility of pulling Kdb specialists out of banks. “Any organization that needs a lot of data processed very quickly is going to need these people,” says one Kdb-focused search consultant in London. “Investment banks have had a monopoly on these people but you’re going to see demand from the likes of the NHS.” Another recruiter, also speaking off the record, says Kdb specialists have clustered in London and New York City: “Historically you’ve seen almost none of them in Silicon Valley.”

As Kdb specialists eye alternatives to finance, banks may need to hike pay to stop the flow. Recruiters say Kdb experts don’t command much of a premium: in London you might get £650 a day as an experienced Kdb/Q programmer, but you can get more than that if you’re excellent in Java.

The alternative to pay rises for existing talent is for banks to train new people up. Q isn’t an easy language to learn, but Bilokon predicts banks will start training people in-house to meet their needs. One recruiter says this is happening already. Failing that, First Derivatives, a company which partially owns KX Systems (the company founded by Whitney which owns the Kdb architecture). runs a training program of its own. – Elizabeth O’Hanlon, global talent acquisition manager at First Derivatives says they hire all year round (the graduate intake is thought to be around 250) and have increased recruitment to match rising demand.


Contact: sbutcher@efinancialcareers.com

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Photo credit: confused perfectionist running away from his perfection by paolobarzman is licensed under CC BY 2.0.

HSBC’s head of EM credit strategy is a secret spirituality guru

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Are you an investment banker who neither loves themselves or their body? HSBC’s head of emerging market credit strategy, Mariya Gancheva, is here to help.

Gancheva, who has combined her investment banking job with her own online ‘yoga and lifestyle platform’ for the past seven years, has just released a new book that combines yoga, detox and spirituality. Gancheva describes the book as “game-changing”, which encourages “nutrition, yoga and the journey to falling in love with oneself”.

“After ten years of intriguing research, I give my readers a yogic detox inspired by ancient practices that work,” she said. “In the book, I describe practical ways to honor the body, listen to it, and to allow it to restore its natural health. This is not a quick fix; it’s more about doing everything with awareness; a practice I do myself as a busy full-time investment banker.”

Gancheva has worked at HSBC since October 2014 as head of emerging market credit strategy, moving from Mitsubishi UFJ Securities where she was a EM credit analyst. However, for since late 2010 she’s been running Kundalini Lounge, which claims to offer regular Kundalini Yoga classes in both the City of London and in Mayfair,  home to the majority of the UK’s hedge funds.

Most investment banks now offer mindfulness classes to their employees, and encourage resilience among their staff to deal with the stresses of the high-pressure job. Gancheva offers something more.

Kundalini Yoga has a spiritual edge – it incorporates meditation and the chanting of mantras, such a ‘Sat Nam’, meaning “truth is my identity” – as well as more typical movement and breathing techniques.

“You will engage with a yoga practice specifically designed to stimulate the detox process, realign the organs, fire up your metabolism, and support youthfulness,” added Gancheva.

You can find the book, “Detox: with Green Diet and Kundalini Yoga: The 40 Day Program for Cleansing, Weight-loss and Radiance” on Amazon.

Contact: pclarke@efinancialcareers.com

Photo: https://www.facebook.com/MariyaGanchevaYoga/

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The challenge of attracting 20-somethings into asset management

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Of all the sectors in financial services being hit by technological change, asset management is arguably going to feel the pinch the most. 90,000 jobs are likely to go as a result of artificial intelligence alone, and if you want to survive you need to be tech-savvy.

Roger Paradiso,the head of alternative distribution strategies at Legg Mason and former managing director of investment solutions and portfolio development at Morgan Stanley Smith Barney’s Consulting Group, has been at the forefront of the evolution of the buy-side. He’s chairman-elect of the Money Management Institute’s Board of Governors and is banging the drum for wealth and asset management executives to place a greater priority on attracting the next generation of professionals to the industry to counterbalance a greying workforce.

“I don’t think it’s something our industry has been a good job of communicating to young what those opportunities are and why get into it,” Paradiso said. “There have been great changes to the asset and wealth management industry as a whole, which hasn’t taken full advantage of technology yet, but we are at the forefront of an evolution. The impact of technology offers young people a great opportunity for someone to step in and think about something differently.”

Now an industry leader, Paradiso and his peers are faced with a pressing question: Why should young people consider a career in asset management or wealth management?

“There’s a demographic shift passing down money from one generation to another due to the inheritance factor, and through the use of technology, we are now able to support and give better levels of service to a lower-net-worth community that has been in my eyes very underserved,” Paradiso said. “As the landscape widens and demographics change, it’s a great opportunity for younger people to enter the industry.

On the financial adviser side, career development has changed dramatically – financial advisers today have gotten much more accustomed to working in teams rather than trying to survive in a cutthroat sink-or-swim environment on Wall Street.

“Key areas such as wealth planning are now usually more tech-based and collaborative, which is a different mindset compared to what traditional advisers had, feast or famine, as opposed to joining teams of financial advisers and getting areas of specialty,” Paradiso said. “The intellectual part of where the biz is going is true wealth planning, being able to create those plans for clients and take on existing books of business, which creates opportunities.


Photo credit: SeanPavonePhoto/GettyImages
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Goldman’s other problem in FICC: UBS keeps pinching its salespeople

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Five years ago this October, UBS took the decision to close down most of its fixed income sales and trading business and make around 10,000 people redundant. Now it looks like it might quietly tooling up again. And where better to tool up from than Goldman Sachs?

In the past few months alone, the Swiss bank has hired three senior salespeople from Goldman. The most recent exit is Peter Wilson, a London-based VP in macro FX sales who’s thought to be joining UBS soon. In March, UBS recruited Ali Sanai, a former executive director in rates sales at Goldman in London and Aliza Raffel, a Goldman Sachs vice president in cross FX sales in New York.

The departures follow exit of Brian Kuritzky, a former senior VP on Goldman’s U.S. cross asset macro rates sales desk in August last year. Kuritzky joined UBS in December – suggesting the Swiss bank paid a hefty premium to poach him before bonuses were paid.

The flow of Goldman macro salespeople to UBS suggests the Swiss bank is rebuilding its fixed income business to take advantage of resurgent revenues. Goldman’s fixed income business struggled in the past two quarters, with the FX pulled out as an area of particular weakness. To make matters worse, the firm’s salespeople are being asked to adopt a new longer term approach when they call clients, rather than going for an immediate result. The new system was said to be causing friction last year.

In light of this, UBS may look like a better bet. Artur Kuzma, another former Goldman FX salesperson joined the Swiss bank in 2012 (and survived), so the Goldman emigres at least have a friend.

The moves suggest Goldman may need to some additional hiring for its macro sales desks. Especially as UBS isn’t the only one fishing for staff. In New York, Kristen Macleod, an MD in FX sales, is on gardening leave and understood to be joining Barclays. Meanwhile, insiders say that Paula Madoff, Goldman’s head of North American rates and mortgage sales, is retiring, and that Thalia Chryssikou its head of EMEA rates sales is becoming co-head of global sales strats.

The flow of women out of Goldman’s macro sales team means that the firm has lost some important female role models. Lora Robertson, a former global head of FX sales, also left last year. 

Goldman Sachs didn’t respond to a request to comment on the departures.


Contact: sbutcher@efinancialcareers.com

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Photo credit: ubs by Martin Abegglen is licensed under CC BY 2.0.

Hedge funds and VCs are throwing money at ex-Bridgewater data scientists’ startup

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It’s not secret that Bridgewater Associates has a quirky culture that doesn’t work out for everyone. 30% of its employees leave after the first two years and, after that, its founder Ray Dalio claims that most tend to stick around.

The hedge fund espouses “radical transparency” where employees are encouraged to both rate and challenge one another. For three former research specialists and data scientists who quit four years ago to start big data firm Domino Data Lab, some of that culture has rubbed off.

“It was our first job out of school where we were trained and for better or worse built our work habits,” said Thomas Robinson, the chief people officer in charge of HR, recruiting and office culture at Domino. “We borrowed many of the things we loved about Bridgewater’s high-performance culture. To create a high-performing team, you have to have trust and feedback – if you can’t provide honest feedback to individuals, then you miss out on opportunities to improve and build a stronger team.”

Domino is growing. It’s backed by Sequoia Capital, Zetta Venture Partners, Bloomberg Beta and In-Q-Tel, a nonprofit venture-capital firm that invests taxpayer money in startups developing technology useful to the Central Intelligence Agency, and just went through a $27m funding round in April led by hedge fund Coatue. A lot of this money is being poured back into the company to hire talented software engineers and data scientists, something Robinson acknowledges is a challenge.

“You see data science is one of the highest in-demand jobs, as there is still a dearth of data scientists – the talent market is pretty hot and can be difficult recruiting in finance,” Robinson said. “Software engineering and data science are incredibly sought-after positions for folks in finance, as data gets bigger and much more of trading and banking moves to algorithmic-based, the competitive landscape for tech talent has been a bit of a headwind for finance given the appeal of startups.”

“Finance is unique in that it can provide pretty aggressive compensation for folks, so we put a strong package together and communicated that with candidates,” he says.

Banks and hedge funds used to want to hire quantitative analysts, frequently PhDs in engineering, math, statistics or a hard science such as physics or chemistry. But the main problem financial services firms are facing right now is the data itself. It’s messy, unstructured and still difficult to use for alpha opportunities.

“In terms of how big data has impacted the financial services industry, it’s not just more, it’s far more complicated data sets, far more unstructured, messy data, for example, trying to look at Twitter data and infer housing data in India and build a trading algorithm around that, which is very complicated,” Robinson said. “There a recruiting push toward people who have both quant and hacking skills, the ability to cobble together systems and make quick and savvy insights with computer code.

Advice for aspiring financial software engineers and data scientists

Technology in general and data science in particular are great disciplines for students to study, because while some industries are going to adopt it quicker than others, everyone will eventually get how important it is for their business.

Nick Elprin, the CEO and co-founder of the firm, says just having a degree in a hot subject area is no guarantee of getting a job at a big hedge fund

“Don’t rely on what you’re learning in school – get yourself in a situation when you have real-world practical experience in a wide range of things,” he said. “I tried a bunch of different things, and I did an internship at Bridgewater even though I thought I wouldn’t like finance – I did it to check it off my list so I could say I had given it a shot.”

Previously a senior technologist at Bridgewater Associates, Elprin’s team designed and built the hedge fund firm’s next-generation research platform. His partners are also Bridgewater alumni: Chris Yang is Domino’s CTO, while Matthew Granade went back to work as a managing director and the chief market intelligence officer at Point72 Asset Management but is still on the board.

“We wanted to work together, but we all left before having a clear path or the idea of starting Domino,” Elprin said. “After we got out and were talking to companies about data science, we heard a lot of problems and challenges we felt well equipped to address.”

They cofounded Domino in 2013, and now it employs 60 people and counting.

“We’re trying to get ahead of that wave by developing new, more competitive product features and adding headcount to our field organization, hiring sales and customer success professionals at our offices in New York and Chicago,” he said. “We have a geographic concentration of financial services and insurance customers, so those are two good hubs. We want to hire people who have experience working in advanced analytics or data science, those types of technologies and use cases, even if they are coming from other industries.”

“Now that we have more capital to invest, we are also looking to hire product engineering specialists, primarily senior engineers with at least five-to-10 years of enterprise experience,” Elprin added. “We’re not doing mobile apps or web apps – it’s backend enterprise software, so we need technical product managers, people with experience designing and developing enterprise software product.”

Domino, Domino Data Lab, data scientists, data science, Bridgewater, Bridgewater Associates, hedge funds

Nick Elprin of Domino Data Lab



Photo credit: lesiar/GettyImages

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Morning Coffee: The European bank that got burned for emulating Wall Street. The U.S. IBD hiring City bankers despite Brexit

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Let this be a warning to parochial European banks with aspirations to join what was once known as the U.S. ‘bulge bracket.’ – Don’t. Deutsche Bank tried, and is suffering the consequences.

Handelsblatt has written a history of Deutsche Bank which outlines its undoing. The German paper’s English edition recalls how, back in the 1970s, Germany’s largest financial organization strayed from its domestic roots and made a play for a piece of Wall Street action. Deutsche wanted in on the derivatives market.  It expanded into London in 1976 and New York in ’79. Two decades later, it agreed to buy scandal-tarnished Bankers Trust.

In the process, Deutsche’s formerly conservative German bankers learned to love the high life of Wall Street. None was more dazzled than ex-Deutsche CEO Josef Ackermann, a flamboyant Swiss banker infamous for an outrageous promise that the bank would make a 25% return on investment and for flashing a Nixonian victory sign at the start of Germany’s biggest-ever corporate trial.

Even after the 2008 financial crisis, Deutsche’s excesses continued, with sins that have only recently come back to haunt it. In the past five years, Handelsblatt calculates that Deutsche has agreed to pay nearly $16.65bn (€15bn) in fines and settlements for legal wrongdoing, including a $2.5bn fine for manipulating Libor and $7.2n for pushing mortgage-backed securities. Before reaching those settlements, the bank was repeatedly accused of not cooperating with authorities, and Deutsche’s traders in London and Moscow allegedly still continued a Russian money-laundering scheme up until 2014.

Now, Reuters reports that Deutsche Bank chairman Paul Achleitner has announced that he expects former board members to contribute substantial sums of money toward the costs of its past misconduct as Germany’s biggest lender seeks to rebuild its reputation.

After Deutsche Bank fell out of the top five in a ranking of global investment banks last year, British-born, German-speaking former consultant John Cryan, the current CEO, now wants to make a clean break with the bank’s Wall Street mentality and take it back to its German roots. The odds are that the bank’s next chief executive will be a conservative German, either Christian Sewing or Marcus Schenck, who were named co-presidents in March.

“The German faction has won a battle,” Dieter Hein, a banking analyst at Fairesearch, told Handelsblatt.

Auf Wiedersehen, Wall Street.

Separately, while many European banks are making plans to move headcount out of London after Brexit, some American financial services firms are actually moving people to the City.

U.S. firm Raymond James – best known as a broker-dealer with a vast network of financial advisers – is opening a new office in London and hiring investment bankers there. The Florida-based firm is searching for office space ahead of a planned ribbon-cutting in September. It has already recruited senior dealmakers from Deloitte, Investec and bulge-bracket banks in the City to form a 15-person team that will grow over time to 30 executives.

Melville Mummert, the head of European investment banking at Raymond James, told Financial News that Ray J chose London as the destination for a new M&A advisory outpost because the firm holds a “deep belief” that the City will retain its status as the financial center of Europe.

To make sure its bases are covered, however, Raymond James is also opening a new office in Frankfurt in June.

Meanwhile:

Goldman CEO Lloyd Blankfein defended his firm’s compensation but conceded that succession is “the hardest thing we have to do,” alluding to the president/COO role vacated by Gary Cohn as “the back-up quarterback [who] would be the number-two quarterback in the league”. (Thunderbird School of Global Management)

The Trump administration took the idea of breaking up big banks off the table as Treasury Secretary Steven Mnuchin told a congressional panel that isn’t what he has in mind in reviewing the line between commercial- and investment-banking activities. (WSJ)

President Trump has selected a candidate to be permanent head of a key Wall Street regulator, but Mnuchin isn’t saying who. (Bloomberg)

Mnuchin is directing regulators to review the Volcker Rule’s effectiveness, which has banks hoping that they’ll get relief from the regulation. (Bloomberg)

Most of the financial elite attending the SALT conference seemed unperturbed by Trump’s succession of scandals, with some saying they’d be comfortable with Mike Pence leading if it comes to that. (Bloomberg)

Japanese bank Mizuho hired Massimo Tassan-Solet, a former Goldman Sachs and Deutsche Bank executive, as head of derivatives trading. (Business Insider)

Augmented trading using machine learning or AI will become the new normal, says Alphabet’s CEO. (HFMWeek)

Hedge fund Marathon is predicting another financial crisis, so it’s looking to hire distressed investment specialists. (HFMWeek)

Same for Elliott Management. (FT)

A former investment banker has launched a startup that lets app users book upscale campsites on private land, the latest incarnation of “glamping.” (Business Insider)

Odd contraptions of bygone workplaces: The isolating helmet. (BBC) 

Photo credit: Meinzahn/GettyImages
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Is pay really this miserable at J.P. Morgan in Germany?

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Are you ready for Frankfurt? The beautiful surrounding villages, the pleasant commute. the clean air? And, the very low pay…?

Despite previous indications that some people in Frankfurt are doing very well (eg. that Frankfurt-based head of FX trading at DB who received a €2.7m bonus six years ago), other people in the German financial centre don’t seem to be paid well at all.

Take J.P. Morgan’s “key risk takers” in Germany. According to the recently released results for JP Morgan (Deutschland) AG , the bank’s 12 German risk takers were paid a total of €3.7m in 2015. That’s an average of €310k each.

Figures for J.P. Morgan’s London operation aren’t yet available for 2016, but in 2015 the U.S. bank paid its 644 UK risk takers an average of €990k. In other words, pay in London appears to be three times as high.

Maybe this is to be expected? The European Banking Authority (EBA) regularly releases figures showing that London leaves other EU cities in the dirt when it comes to euro millionaires in financial services. This is one reason why aspirational young European bankers have flocked to the City for decades.

Before getting too worried about the potential for a post-Brexit collapse in your income, however, you can console yourself with the thought that the J.P. Morgan’s huge pay discrepancy may have more to do with the nature of J.P. Morgan Deutschland AG than anything else.

Although J.P. Morgan’s Frankfurt operation has all the usual corporate finance, fund management and asset management functions, the bank’s German operation is far more oriented towards sales, advisory and private banking work than anything else. J.P. Morgan has very few (if any) traders in Frankfurt – its German markets business is run by Gunnar Regier, a J.P. Morgan veteran of 18 years whose focus is fixed income sales. Equally, like Goldman Sachs, J.P. Morgan’s German business is comparatively low on senior staff – most of the bank’s MDs are in the City of London.

This means that although pay looks lower in Frankfurt overall, it’s actually comparable for people doing similar roles. “Pay in London and Frankfurt is almost the same,” says one German headhunter with knowledge of both cities. “Base salaries here can even be higher than in London when you compare euros to pounds, although bonuses are sometimes a little lower,” he adds. If you really want to see low pay, he suggests you look at Paris, or maybe Madrid. A move to Frankfurt would be getting off lightly in comparison.


Contact: sbutcher@efinancialcareers.com

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Meet the men behind the small broker making big hires from hedge funds and investment banks

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Hedge funds have always been desirable destinations for investment banks’ traders seeking a big pay day, and all the more so after Brexit. But a move to the buy-side doesn’t always work out.

For John Ruskin, co-founder of agency execution and clearing platform Coex Partners and the former global head of financial futures and options at SocGen-owned brokerage Newedge, now is the perfect time to pick up disaffected traders and portfolio managers who quit banking only to find hedge funds weren’t the promised land after all.

“There are a lot of people who worked for an investment bank and then moved into a hedge fund managing money for a couple of years and realised it’s not for them,” he said. “Many don’t want to go back into banking, so there’s a really deep pool of talent available right now, and you can hire them on the right terms.”

What’s wrong with working for a hedge fund? Ruskin didn’t say exactly, but the industry hedge fund industry is notoriously political and impatient for results. Banks are gentler employers by comparison.

Whatever the reasons for traders’ disaffection with hedge funds, Coex is cashing in. In the past few months it’s hired James Fauset, the former head of hedge fund sales at Goldman Sachs who was most recently an FX strategist and portfolio manager at Brevan Howard, to lead its FX business. It’s also taken on Peter von Maydell, the former the former global head of foreign exchange strategy at Credit Suisse who worked as a portfolio manager at BlueCrest Capital Management, as a strategist.

“We’ve found most of our people through referrals from clients,” says Ruskin. “The client almost acts like a broker, and we trust their judgement. Most of the time it’s worked out.”

Coex is a futures and options broker that also offers trade advisory, best execution and FX strategy to macro hedge funds. It employs around 50 people, and was co-founded in 2014 by Ruskin and Alex Gerskowitch, who was previously UK head of financial futures and options at Newedge.

The two men are boyhood friends who attended Langley School for Boys in Beckenham, Kent together in the 1980s. After starting out as a trainee broker on the London International Financial Futures And Options Exchange (LIFFE) in 1990, Ruskin went on to found futures broker Cube Financial in 1999, which was eventually acquired by Societe Generale in 2006.

Gerskowitch says he’s “the man who didn’t sign the Beatles”. He joined Cube in 2004, at the point when they were negotiating with SocGen, but says he was instrumental in the sale process.

In broker terms, Newedge was huge. It had 600 people working there, 400 of whom were brokers according to Gerskowitch. But the scale meant that it moved from a typical eat-what-you-kill broker culture to something more like an investment bank. Ruskin and Gerskowitch explored the option of a management buyout, the idea being that they would cream off the top 20% of brokers launch a new firm with a potential headcount of 150 people. In the end, they went for something more specialist.

“Essentially we wanted to hire best people futures and options brokers, but this doesn’t just mean adding people with grey hairs,” said Ruskin. “So many brokers hire the same people in their 40s and 50s and we’re not chasing that. We want people who have worked in sales or trading or with a quantitative background.”

Gerskowitch says that hedge funds still value brokers, or at least the idea of being able to pick up the phone and get a broad multi-asset class view of the market from one individual rather than calling around various divisions investment banks’ trading desks. But Coex is also hopping on the move towards big data and artificial intelligence to inform trading decisions, so has been hiring people with quant backgrounds to help develop these products for hedge funds.

“We’re pulling in massive datasets and using rudimentary artificial intelligence to discover correlations and market trends,” says Gerskowitch. “A lot of big hedge funds are doing it themselves, but smaller firms don’t have the resources and demand for this is growing.”

Coex has built its team across London and New York by hiring ex-hedge fund portfolio managers, as well as senior sales professionals from Newedge and investment banks. In its execution team it brought in Marc Taylor, who previously worked as a director in FX sales at ANZ, Jefferies and Credit Suisse, Peter Russell, who worked at Millennium Global Investments and Dan Zalewski, a former director in fixed income algorithmic trading at Societe Generale.

“We have about 50 people and right now that’s about the right size,” says Gerskowitch. “It’s no longer about hiring one person with a deep relationship with a hedge fund who can bring in X revenues. Our staff have now got their product and got their pitch. If we do add in the future, it’s likely to be juniors.”

Contact: pclarke@efinancialcareers.com

Photo: Coex Partners

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When you leave Goldman’s rates desk to work for a clothes shop

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When you leave Goldman Sachs, you’re supposed to do something specialAs CEO Lloyd Blankfein said yesterday, he was advised that his time at GS shouldn’t be his main achievement in life: “When your epitaph is written, and it’s nine paragraphs long, no more than two should be about your career at Goldman Sachs.”

That maybe so, but not all ex-Goldman bankers can go on to become Treasury Secretary, or head of the U.S. national economic council or founding member of a right wing news site. Some opt for more provincial follow-ons.

Take Cecilia Jeppsson. After leaving Goldman’s London rates desk, she’s recently resurfaced at H&M, the clothing retailer. There, Jeppsson’s not working in corporate development or currency hedging: she’s a merchandise manager. In the words of H&M, this means she’s developing, “strategies for our different concepts, such as Ladies, Men, Kids, Divided, Home and Beauty, and make sure our ranges are adapted to perfectly reflect our different markets.”

Jeppsson spent around two years at Goldman after graduating from the UK’s Warwick University in 2014. Her new career marks a break from the standard exits into hedge funds, or fintech or private equity.  She didn’t respond to a request to comment for this article, but her move might have more to do with wanting to go back home than anything else – Jeppsson is Chilean and she’s working for H&M in Santiago.

As we reported yesterday, Goldman’s rates and FX desks have been losing staff. Jeppsson is one of several exits in the past year.


Contact: sbutcher@efinancialcareers.com

Photo credit: HandM by Mike Mozart is licensed under CC BY 2.0.

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“My boss flew in from NY to visit me in intensive care”

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Do you cycle into work in the City of London or Canary Wharf? You might want to take out personal accident cover. In June last year, Steven Dowd, the EMEA head of recruitment for BNY Mellon’s Investment Management division, found out the hard way what happens when you don’t.

“It happened in a split second on my way to work,” Dowd tells us. “I struck a barrier and because I was clipped into my bike, the bike and I went over the top and I landed on my head. One moment, I was doing 10-12 hour days in the office, and continuing to work when I got home. The next, everything was completely different.”

Compared to plenty of people in finance, Dowd wasn’t even that into cycling. He was persuaded to take up the sport by a colleague who asked him to participate in the Ride London charity cycle race. “I’d only been out 10 or 15 times,” says Dowd. “I was riding to meet my colleague for our daily commute when the accident happened.”

Thanks to a cycling helmet, Dowd escaped brain damage, but the accident compressed his spinal cord midway down his neck (a C3 C4 spinal cord injury in the vernacular of paralysis). He was left tetraplegic, meaning that he has impaired movement in all four limbs, but it could have been worse. “My spinal cord was damaged,” says Dowd. “I am now tetraplegic and have dysfunction in my arms and legs but I was very lucky. My spinal cord wasn’t severed, but stretched and crushed. If you sever the cord, it’s pretty much a done deal, but if you have an incomplete injury like mine, you can sometimes retrain your brain through neuro-plasticity and get some movement back.”

When BNY Mellon learned what happened, Dowd says they were, “absolutely fantastic.” His boss, based in NY, booked the next flight to London and came to visit him in intensive care. When he was discharged from the ICU to the high dependency unit, so many colleagues wanted to visit that Dowd organized a rota so that he could see two or four each day. When he returned home, Mitchell Harris, the president of BNY Mellon’s Investment Management division came to see him. “I’ve felt massively supported,” says Dowd. “It’s been absolutely what I needed.”

The accident was nearly a year ago and Dowd has since made exceptional progress. When he arrived by ambulance at London’s St. George’s Hospital his injury was described as severe. He had no feeling in his body and only reflex movement in his limbs. “I’d lost all sensation from the neck down. Only my heart, lungs, eyes and voice worked. I thought I would be a tetraplegic for the rest of my life,” he says.  

Dowd was lucky. As a young, fit man (he’s 38), he was immediately entered into a trial for a new procedure that reduces pressure on the spinal cord and helps prevent nerve damage. He was also equipped with exceptional willpower. “I was lying in an intensive care bed, and I asked my wife. “What’s 200 days from now?”. She said, “December 22nd.” I said, “Let’s make it Christmas Day – and I’ll be back to normal.”

Dowd set himself a “200 days challenge” of getting back to normal by Christmas day. Thanks to enormous willpower and a state of the art program of neuro-rehabilitation, he is now able to walk again. “When it came to my six month check-up, I walked into the surgery. There’s been quite a lot of astonishment over my progress.”

Dowd is now raising money for Wings for Life, a charitable foundation that funds research into treatment for victims of spinal cord injuries (and which funded the trial procedure he was given). He’s also working on his rehabilitation. “My focus right now is recovery,”  he says. “Spinal cord injuries tend to have a two year window during which you can really make a difference.” Dowd’s covered by his insurance for time off, but is still very supported by BNY Mellon: “I’m not in the office and I don’t have any responsibilities, but I’m still very much part of the team. I have a regular one to one with my boss and I speak to my colleagues every week about issues at work. I am very well looked after.”

In one respect, however, things aren’t ideal. Although Dowd’s insurance has provided him with some cover for time off work, it hasn’t paid the sort of large lump sum associated with car accidents and didn’t pay for his initial medical care or ongoing rehabilitation costs. “I broke my neck and was lying on the floor, and the first thing I thought was, “Oh my god, how am I going to keep the house,” says Dowd. “The second thing I thought was, “Thank goodness I have private medical cover.”

The second thought proved too optimistic. Although private medical cover in the UK provides assistance in the event of “knee injuries” or investigations that require “queue jumping,” Dowd says it doesn’t usually cover long term rehabilitation. In his case, he’s therefore had to fund his course of treatment himself, using his life savings. “Although the initial treatment on the NHS was amazing, the rehabilitation they offer is pretty appalling,” says Dowd. “I was in one of the best centres and there’s still not nearly enough of it.”

For this reason, he advises other City cyclists to take out personal accident cover that includes SCI (spinal cord injury) rehab of their own; if the worst happens, you won’t have to drain all your resources to fund your recover.

Ultimately, Dowd needs and wants to go back to work. His job’s still there for him at BNY Mellon, but he admits to nervousness about the future: “I’m a disabled person now and I will be forever. Right now, I’m employed by a firm that is genuinely invested in me and that wants me to achieve my potential, but nothing is guaranteed.”

Finance as a whole can be a Darwinian industry, says Dowd. Only the fittest tend to survive. “If I had to find another role after such a serious injury, it might be hard. Rightly or wrongly, the City has not always been very receptive to disability. As a recruitment professional, this is something I would like to change.”

Steven Dowd is raising money for Wings for Life. On 30 July 2017 he proposes to cycle 100 miles on a static bike in six hours or less. You can sponsor him here. 


Contact: sbutcher@efinancialcareers.com

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Barclays has just made another senior investment banker hire in the U.S.

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After mass departures of ex-Lehmanites from the U.S. equities sales and trading desks this year, new investment banking CEO Tim Throsby has said that Barclays is building its markets business again. However, it’s also hiring for its IBD.

Barclays’ latest significant investment banking hire in the U.S. is Joseph Hegner, a managing director who recently joined the bank’s Chicago office after working at Merrill Lynch for close to 15 years, where he specialized in hospital mergers and acquisitions and healthcare. Before that, he was a vice president at Goldman Sachs for five years.

Barclays has just also poached Robert Tzucker, the ex-head of U.S. inflation trading at BNP Paribas, to lead its business in New York. This is his second stint at Barclays, having originally worked for the bank between 2003 and 2009, moving up from fixed income research to inflation-linked securities trading in 2006.

Also earlier this month, Barclays hired Kristen Macleod, a former Goldman Sachs MD in U.S. FX sales, and Filippo Zorzoli, the ex-head of EMEA rates sales at Bank of America Merrill Lynch, in its New York office.

Barclays is hiring in other divisions as well.

For example, it recently brought on Joseph Noto as managing director and the head of funding and liquidity management for its treasury business in New York. Most recently, he was a managing director at Citadel. Prior to that, he worked at Bear Stearns until that firm folded, at which time he joined J.P. Morgan as an executive director, eventually getting promoted to MD, deputy head of financing and investor services, and CIB Treasurer.

Photo credit: littleny/GettyImages
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Morning Coffee: How to earn £500k at a hedge fund without finance experience. Paris for traders

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If you want to make really big money in finance now, don’t go into finance. Or, at least, don’t go into finance first of all. Finish your bachelor’s degree. Take a PhD in a mathematical subject. Join a Microsoft or a Google (or maybe even a General Electric) and hone the craft of writing mathematical algorithms. Then, stick your head above the parapet and wait for the top hedge funds to bite. It worked for Alexey Poyarkov.

This time last year, the Wall Street Journal reports that Poyarkov was a financial neophyte. He’d never worked for a bank, let alone a hedge fund. Today, he’s earning around £536k ($740k) working for TGS Partners in Irvine, a low profile quant fund with a reputation for extraordinary profitability.

Poyarkov’s secret is simple: mathematical genius. As a teenager, he won the International Maths Olympiad. During his early career, he worked for Yandex, the Russian search engine and for Bing (where he developed an algorithm to identify pornography). By the time he expressed an interested in finance,  Poyarkov’s expertise in constructing algorithms was already known. Three top hedge funds – Renaissance Technologies, Citadel and TGS – wanted to hire him. Poyarkov chose TGS.

Not everyone can be a mathematical genius of Poyarkov’s stature, but his story is a salutatory reminder of the direction trading jobs are headed. The WSJ points out that Balyasny Asset Management’s chief data scientist, hired last August, came via General Electric and Schlumberger (an oil services company), rather than via Goldman Sachs or J.P. Morgan. As quantitative hedge funds win a higher share of investors’ assets, banks’ traders risk losing one of their exit options: the most successful funds don’t want traders finance experience, they want amazing algo-writers irrespective of their provenance.

Separately, what if Frankfurt doesn’t win the battle for trading jobs after Brexit? What if it’s Paris?

The Financial Times points out that the French city has several things going for it. First, there’s the new president – and ex-Rothschild banker – Emmanuel Macron. Secondly, there’s the imminent construction of seven new skyscrapers to house the expected influx of finance talent. Then there’s the policy of reducing taxes for expats and a promise to replicate English court procedures. Most important, though, might well be France’s amazing supply of mathematical talent. French mathematicians have long been the engine for quantitative finance in the City of London and as finance becomes even more mathematical, French financiers hold the whip hand. “There are hundreds of thousands of French people in the City of London who could move back. We have teams of mathematicians who are able to discuss financial modelling,” one ‘French official’ tells the FT. He might well be right.

Meanwhile:

In the future, humans won’t be doing trading by themselves. There will be two kinds of trading. One would be [where] the human asks the computer, ‘here’s a very interesting scenario, score it for me and if it’s above a certain score we’ll buy it’. And one where humans aren’t involved at all. (Financial Times) 

Germany’s still planning a law that will make it easier to fire people earning over €250k. (Irish Times) 

The UK wants to cap immigration at 100,000. Last year, 60,000 people arrived on intra-company transfer visas alone. (Flipchart Fairy Tales) 

The problem with Luxembourg as a post-Brexit finance centre: “There’s no atmosphere in the city in the evening.” (Bloomberg)  

Citi traders’ messages while Lehman went down: “YOU MAKING $$$.” (Bloomberg) 

You missed your chance to start a fintech start-up. These days, the money’s all going to established firms. (Business Insider)

It’s a great time to work in infrastructure investing. (Bloomberg) 

You should be making eye contract 60%-70% of the time. (WSJ) 


Contact: sbutcher@efinancialcareers.com

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The new top boutique for (French) M&A bankers in London

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If you’re a high pedigree M&A banker with French provenance, we have good news: a top French M&A banker has set up a new boutique in London, staffed (so far) entirely by native French speakers. This could change, however, as there are only four staff: two partners, one analyst and one associate.

The banker in question is Benoit D’Angelin, the storied former head of European investment banking at Lehman Brothers and founder of the boutique firm Ondra Partners.  D’Angelin left Ondra last November, saying that, “with the organic succession of the firm ensured and the quality of the partners that we have assembled, it is the right time for me to conclude the Ondra phase of my career.”

Now he seems to be starting a new phase with a new boutique. The eponymous D’Angelin & Co. Limited was incorporated with Britain’s companies house on November 14th 2016 – four days after D’Angelin quit Ondra. It’s just launched with a new website. D’Angelin’s fellow partner, Laurent Clarenbach, also comes from Ondra (and previously Morgan Stanley and Goldman Sachs). His associate, William Magnaldo, derives from Oppenheimer. His analyst, Thibaut Lavare, was a summer analyst at Ondra last year.

Will there be more hiring at D’Angelin & Co. soon? It seems likely. Ondra had 45 registered employees at its peak (it now has 40) and D’Angelin & Co. is soliciting applications through its website. If you’re a French M&A banker who wants to work for a London boutique after Brexit, you might want to get in touch.


Contact: sbutcher@efinancialcareers.com


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Morgan Stanley’s head of credit trading has just got a major new job at small Japanese bank

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When Morgan Stanley decided to cut its fixed income team by 25% back in November 2015, senior sales and trading staff were shown the door first.

Isabel Mahony, its head of financial credit trading in London, left the bank in in January 2016, but has now just re-emerged in a new job nearly 18 months later. She’s head of fixed income sales and trading at Japanese investment bank SMBC Nikko Capital Markets.

In London, where Mahony is based, SMBC Nikko is a relatively small player. It has just 116 people registered with the Financial Conduct Authority register, whereas Morgan Stanley has around 5,000 people in its Canary Wharf headquarters. SMBC Nikko is a subsidiary of Japanese bank Sumitomo Mitsui Bank.

Mahony spent nearly seven years at Morgan Stanley, latterly as a managing director and co-head of investment grade trading. She joined from Royal Bank of Scotland in May 2009.

Senior employees ousted from Morgan Stanley towards the end of 2015 have been landing in various spots since the cuts were announced. Thomas Moore, its head of European analytics, joined Invesco Perpetual as a senior analyst in June last year; Giovanni Pillitteri, global head of FX and interest rates e-trading, is now global head of FX trading at market maker GTS, while Oliver Jerome, head of FX and emerging markets EMEA, and Pete Eggleston, the bank’s head of quant solutions and innovations (QSI), decided to start their own regtech company BestX.

Since cutting 25% of its fixed income business in late 2015, Morgan Stanley – like the vast majority of investment banks – has seen vast improvements in its fixed income revenues. However, it’s planning on increasing headcount any time soon.

Colm Kelleher, speaking at Morgan Stanley’s European Financial Conference in March, said: “Clearly we were all running outsized fixed income businesses — far too much capital, far too much leverage, far too much liquidity trapped in, very sloppy way of dealing with derivatives — all that stuff.”

SMBC Nikko isn’t the only Japanese bank hiring. Nomura just brought in Tristan Laurencin, who was head of leveraged loan trading at Societe Generale until September when he was replaced by Benoit Blanchard. He’s now head loan trading, covering distressed situations, at Nomura. He spent just over three years at SocGen.

Contact: pclarke@efinancialcareers.com

Image: Getty Images

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12 tips for passing the CFA exams from the man who writes the questions

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Everyone knows that it’s not easy to become a Chartered Financial Analyst (CFA) charterholder. Passing the Level I exam is hard enough – 42% of the 51,134 candidates who took the Level I exam in June 2015 and 43% of the 52,315 candidates that took it in December passed.

Peter Mackey, the head of CFA examination development at the CFA Institute, manages a team of 23 people who develop the CFA exams, as well as the Certificate in Investment Performance Measurement (CIPM) and the Claritas qualification.

Here is his advice for passing the CFA exams:

1. Focus your efforts on the CFA Institute’s curriculum

While other materials and courses may help, it’s important to realize that everything you will see on the exam comes directly from the curriculum that the CFA Institute provides. Look at the exam prep materials and study tips on the institute’s website thoroughly. It sounds basic, but not everyone does it.

“A lot of candidates make a number of mistakes, for example, they rely on too many sources of information rather than focusing on the curriculum,” Mackey said. “It’s hard enough to master in the six months we recommend that you take to learn it – it’s all there for you in the curriculum, so take the time to absorb it.

He touts the fact that, unlike some other qualification programs, his team develops and produces its own curriculum every year.

“In my view it makes it easier and fairer for our candidates, because we will only write a test question based on our assigned curriculum – they won’t get asked something outside of that,” Mackey said. “Writers have to prove that all of the content that the candidate needs to answer the question is in the curriculum.”

2. Keep up-to-date with what’s changed

In the very early days, passing the CFA exams required writing excellent open-ended essays, but it has evolved to become more and more weighted toward the multiple-choice portion. In the early 2000s, Level I went to 100% multiple choice.

“Don’t underestimate Level I; it’s going to be tough,” Mackey said.

Another big change: In 2009 the CFA Institute changed all of its multiple-choice questions to have three answer choices, one correct answer and two distractors, instead of four choices.

“That’s led to a big improvement in the quality of the exams,” Mackey said. “The hardest thing to do is to come up with good distractors, answers that are plausible to a not-well-prepared candidate but not tricky or confusing to a well-prepared candidate.”

3. Know the format

The morning session of Level I lasts three hours, with 120 multiple-choice questions, followed by a two-hour break for lunch, then another three hours to complete an additional 120 multiple-choice questions,

Level II consists of “Item Set” questions, one- to two-page cases of data and information about an institutional or individual investor, then attached to each case are six questions based on that case drawing from the curriculum.

“Level II is similarly structured, but requires a lot more reading, with 60 questions in morning and 60 in the afternoon,” Mackey said. “It’s a bit more complex, with higher-level questions that require comprehending the case information in order to answer them.”

The morning session of the Level III exam has short-answer essay questions that require candidates to make calculations. The afternoon is Item Set questions.

“Level III is more structured than most essay exams might be,” Mackey said. “If you’re trained to take a multiple-choice test, the Level III morning session is not that.”

4. Practice the lost art of penmanship

Keep in mind that you have to write down your answers by hand, which presents a number of challenges in an age of computers. Practice writing for long stretches using a pen or pencil to exercise those hand and finger muscles.

“Most of us don’t write by hand much anymore, so the act of writing for three hours is tough,” Mackey said. “We encourage candidates to practice writing manually in the months before the exam.”

5. Practice makes perfect – but don’t go overboard in any one area

Some candidates spend way too much time on practice questions, drilling and drilling, rather than really taking the time to memorize the curriculum and understand the concepts, Mackey said.

Also, don’t focus obsessively on certain parts of the curriculum that you think will make up the bulk of the test while neglecting others.

“It’s a dangerous game to try to figure out what’s going to be on the test, to the extent that you’re skipping chapters,” Mackey said. “That’s reducing the probability that you’re going to be able to handle the questions you’ll actually see on the exam.”

6. Take care of yourself

Candidates are tempted to cram in as many last few hours of study as they can. But don’t sacrifice time usually spent on exercise, eating well or sleeping a full night for studying – especially in the days just before the exam. If possible, candidates may consider putting in a request now to take some personal time off work for review and rest right before the exam. You want to perform your best, and that means caring for your physical well-being as much as mental preparedness. If your body isn’t ready, then hundreds of hours of prep won’t mean anything.

“You want to perform your best, and that means caring for your physical well-being as much as mental [preparedness],” Mackey said. “If your body isn’t ready, then hundreds of hours of prep won’t mean anything.”

7. Plan the logistics of exam day

Scout the exam location ahead of time. Learn the route, look at parking, plan what you will eat for lunch and where, and have a general notion of what you’re going to walk into.

“You don’t want to be tripped up by little things like that,” Mackey said. “The fewer last-minute decisions to make, the better.”

8. On exam day you’ll want to…

Make sure you have your valid passport, ticket and approved calculator – and leave the personal belongings at home.

“Pay close attention to all the instructions provided to make sure you’re following the procedures properly,” Mackey said.

9. Time management is key

For Level I, you have to complete 40 questions per hour, meaning you can spend an average of 90 seconds on each question.

An important point to remember is that there’s no penalty for a wrong answer. You obviously won’t get credit for a mistake, but it’s important to try to answer every question.

“If you’re not managing your time well, you can really mess yourself up,” Mackey said. “You want to turn in a fully completed answer sheet to give yourself an opportunity to get credit for every question.”

Levels II and III get more complicated. Level III has 12-minute and 23-minute questions, many with multiple parts.

“For Level III in particular, it’s really important to focus on time management,” Mackey said. “Some people write us a treatise on a topic they know well but take twice the allotted time to do it.”

10. Don’t sacrifice attention to detail by rushing

While you have to keep your eye on the clock, some people work too fast. There are a lot of key directions in the pre-exam instructions.

“Candidates fly into this without paying attention, they miss questions, misread them, or they don’t follow instructions and write on the wrong page,” Mackey said. “You have to calm yourself down and work at a steady pace without rushing.”

Despite the fact that the test is timed, read all questions thoroughly. The test-question writers intended for you to read the content entirely, think carefully and do whatever calculation you need to answer it correctly.

“Some candidates read a question too quickly and they think they know the answer, they see one choice that seems logical and they fill in the oval and move on without reading the other options,” Mackey said.

11. They’re not trying to trick you – really

Some people tend to overthink a question, convinced that it’s a clever trap designed to ensnare unsuspecting saps, but they end up outsmarting themselves or taking too much time per question.

“Certain candidates have a view that every question is a trick – that we’re sitting here rubbing our hands thinking ‘How are we going to get them on this one?’” Mackey said. “Candidates can overthink or overcomplicate it by making an unnecessary assumption, ‘I’m sure these guys are trying to trick me,’ which can do more harm than good.

“Take the material we’ve given you – that information is sufficient to answer the questions,” he said. “Don’t bring in other sources of info or make something up – keep it simple and you’ll do well.”

12. Take a deep breath

Stress management is an overlooked element of test-taking. Everyone goes into the day of the exam extremely high strung.

“There’s good stress that can help you and bad stress – if you panic, it will hurt you,” Mackey said. “You’re not going to know all of the answers to all of these questions – nobody gets 100%; if you get 70% you’re doing pretty well.

“If you don’t know an answer, move on,” he said. “The brain is an amazing organ, and research has shown that if you calm down, answers will start to come to you more readily.

“And, once you complete the exam, go celebrate and relax! You earned it. ”

Photo credit: Thinkstock

Horror as hot millennial investment bankers quit for regular jobs elsewhere

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Investment banks are used to losing their juniors to private equity after a few months, they expect them to eventually embrace their inner entrepreneur, but what if they quit for…just another job?

The new thing among analysts and associates in investment banking is to leave the industry to work for a tech company. These are not small start-ups, or precocious ex-junior bankers running the show – they’re simply switching into regular roles at established firms.

The latest example is Alex Robinson, an associate in Citi’s equity capital markets team in London. He’s just taken a role as a business analyst at ‘ridesharing’ app Gett. This follows Bank of America Merrill Lynch analyst Ilja Moisejev quitting in March to join payment firm GoCardless as a project manager and a whole host of junior bankers quitting to join food delivery firm Deliveroo.

What gives? One junior banker who has just quit for a tech company tells us it’s a combination of factors. “When you reach associate, you hit a learning barrier,” he says. “I see senior associates and VPs and they’ve just stopped progressing. It’s the same with work-life balance – it doesn’t change as you move up. Not a life I want to lead in the long-term.”

Tech firms, by contrast, offer the “chance to learn about real business decisions, corporate growth and development at a very young age”, he says.

The recent moves suggests that analysts and associates are heeding the advice of former senior bankers who say that the glory days are gone and clever, technically astute 20-somethings should better utilise their time elsewhere. Kerim Derhalli, the former head of global equities trading at Deutsche Bank, told us recently that students should target companies that are “disrupting the value chain”, rather than working for a bank.

“A traditional career in an investment bank doesn’t make sense any more – yes, go and get some training there, but then leave and find a part of the industry that’s ripe for disruption,” he said.

More pragmatically, junior bankers say they make the leap in their early career before they become tied down by fixed costs like mortgages and kids.

“My generation is about developing a broad skill set and expertise in your 20s rather than a specialised defined skill,” says the former associate. “This has become increasingly clear to me in my new role.”

Banks are wise to the fact that more juniors are heading out for something new. They’ve accelerated promotions for analysts, promised less spreadsheet grunt work and made their senior bankers more available to feedback from juniors.

Still, the associate who left for technology tells us that banks’ main technique is to “throw money at the problem”.

“Straight out of university, I think that people blindly make choose a banking job without any real comprehension of what it entails,” he says. “The analysts that really get it tend to excel. Some make the choice to stay, whilst the majority look at alternatives.”

Contact: pclarke@efinancialcareers.com

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How to write a successful trading algorithm

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If you want to succeed as a trader in future, you’re going to need to understand how algorithms work. As Google chairman Eric Schmidt told the audience at last week’s SALT Conference, either algorithms are going to be doing all the trading themselves, or humans are going to be asking algorithms whether particular trades make sense. Either way, they’re going to be a big part of the job.

Helpfully, Richard B. Olsen, a quantitative finance veteran and the Swiss-based founder of Olsen Limited, a quant hedge fund, and OANDA, an FX trading site, has just released his very detailed guide to creating an automated trading algorithm, or “Alpha Engine.”

You can see Olsen’s full package, which addresses FX traders, either here, or here on Github.  If you want the dummy’s version, with text and charts instead of equations and code, we’ve parsed Olsen’s approach below.

You won’t be ready to write your own algorithm if you read it, but you will at least have an idea how a successful alpha-generating trading algorithm can be constructed.

1. Keep it simple

If you want to create a good algorithmic (i.e. mathematical) model of reality, Olsen says you need to keep it simple. Complexity at a macro level is almost always the result of simple rules of interaction at the micro level. You’re trying to model these rules. “The system can be naturally reduced to a set of agents and a set of functions describing the interactions between the agents,” says Olsen. The network is simply the ideal formal representation of your system. The nodes in the network are the agents and the links between the agents describe how they interact.

Olsen chooses the FX market because he says it’s one of the easiest to replicate in the form of a model. Prices (‘quotes’) are always given as one currency in reference to another currency: they’re symmetric. When you’re going long one currency (buying it because you think the price will rise), you’ll usually be going short the other (click here for a definition of short selling). 

2. Define your approach to time

Olsen uses a so-called “endogenous time scale” in which time isn’t time as we usually conceive it, but time as defined by specific actions and events. Only if these actions and events take place, does the ‘system’s clock tick.’ For this reason, Olsen calls it “intrinsic time” – it’s a definition of time intrinsic to his model. This has the advantage of filtering out all the irrelevant information that occurs between events. The “signal to noise ratio” is improved in algo-language.

3. Define the events you want to look at

What are the events that cause time to progress? Olsen defines them as: a directional change in the price of a currency (δ), and an overshoot in the price after that directional change (ω). His ‘event-based’ price curve is made up of δ and ω and Olsen it “the coastline.”

For the model to function, however, it’s necessary to define the ‘event thresholds’ at which it becomes active. In the “price up mode”, the highest price is updated and continuously increased. When the price starts to fall again, the difference between the highest price and the current price is evaluated and if the difference exceeds a predefined threshold a directional change event is registered. If the price then continues to move in the same direction as the directional change, for the size of the threshold, an overshoot event is registered too.

You can see a graphical example below. The chart on the right shows Olsen’s coastline representation of a EUR USD price curve. The blue triangles represent directional-change. The green bullets represent the overshoot events.

Directional change and overshoot

4. Add in some ‘scaling laws’ 

It also helps to anticipate the size of the overshoot. In the FX market, Olsen says there are ‘scaling law relations’ which frequently relate to directional price changes and price overshoots: “A directional change δ is followed by an overshoot ω of the same magnitude hωi ≈ δ.” This can then be built into the model.

Scaling laws

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5. Define what happens when your events take place 

Olsen’s “Alpha Engine” is a ‘counter-trending trading model.’ In it, trading positions which go against the trend are either maintained or increased by the algorithm.

The ultimate aim is to trade the whole length of the FX price curve (what Olsen calls “the coastline”), in so-called “coastline trading”. You can see how this works in theory in the chart below.

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Coastline trading

6. Add in a probability indicator

So far, so good. Except Olsen notes that when markets are experiencing very strong trends, they don’t always operate according to the model above. Instead, agents’ behaviour changes as they amount very large inventories. Because of this, the algorithm also needs a probability indicator ( L) which helps keep the model accurate during times of severe market stress. When the price overshoots and trading agents already have a lot of inventory, they won’t buy and sell as much as usual. By adding ‘L’ into his algorithm, Olsen’s therefore able to moderate the extent of inventory changes in treacherous markets.

7. Add in asymmetric thresholds that reflect the market’s direction 

Lastly, Olsen says it helps to define your event thresholds in terms of the market’s direction. You might want different thresholds to trigger your events depending upon whether the market is moving up, or down. Analytically, this is expressed as: δ → ( δup for increasing prices; δdown for decreasing prices). Therefore, ω = ω(δup, δdown) denotes the length of the overshoot corresponding to the new upward and downward directional change thresholds.

The effect of asymmetric thresholds is shown in the charts below. In the left hand panel, the price overshoots and there are two identical trading events represented by the down arrows (where short existing positions are increased). In the right hand chart, an asymmetric threshold is used to divide the overshoot into four segments so that short positions are increased four times instead of two and the event is “smeared out.”

Asymmetric cascading

8. Backtest!

Once you’ve got your trading algorithm, you need to backtest it. This means seeing how it performs compared to real market data from the past. Olsen backtested his model from the beginning of 2006 to the beginning of 2014. He says it yields an un-levered return of 21.3401%, with an annual Sharp ratio of 3.06.

Taken from The Alpha Engine: Designing an Automated Trading Algorithm by Anton Golub, James Glattfelder and Richard Olsen. 


Contact: sbutcher@efinancialcareers.com

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Photo credit: Algorithms by Kevin Dooley is licensed under CC BY 2.0.

What do analysts, associates, VPs, and MDs actually do in investment banks?

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What do investment banking job titles really signify? Do analysts really analyze? Are vice presidents in charge of whole divisions? And do managing directors run the entire bank? No, no, and no again.

Banking job titles aren’t what they seem. If you haven’t come across them before you need to know this: they often make people sound more grand than they actually are. If someone tells you they’re a vice president in an investment bank, for example, you might think they’re something very fancy. They’re not: Goldman Sachs has over 10,000 vice presidents (VPs) and that Goldman VP you meet is just one of many. The same applies to managing directors (MDs): most banks have several thousands of them.

Why do banks give people such fancy job titles? Ex-Goldman banker turned academic Alexandra Michel suggests it’s because banking careers were historically short. In the past, the average career in an investment banking division (IBD – including M&A and equity or debt capital markets) lasted less than a decade. Banks are trying to change this, but recent research from Quinlan Associates, a strategy consulting firm specializing in financial services, found that anything from 6% to 9% of banks’ graduate hires leave of their own accords in the first three years after they’ve been hired and that another 20% and 17% of those who remain leave voluntarily at associate and vice president level (to say nothing of all those who lose their jobs). – Banks use big job titles to persuade people to stick around.

What analysts really do in investment banks:

If you leave university after a first degree (or a Masters), you will enter an investment bank as an analyst. Analyst is simply a euphemism for being at the bottom of the banking hierarchy.

What do analysts do? If you work in an investment banking division (IBD), you usually will research companies that might be involved in a deal, you will build the financial models which value the companies you’re looking at. And you will assemble your findings into a Powerpoint presentation.

“Junior bankers are experts on financial modeling,” says Michel. They are experts in Excel and VBA. They are also experts in building the PowerPoint presentations that banks use to communicate their ideas to clients. “The more junior you are in M&A, the more time you will spend working on Excel models and PowerPoint Presentations,” says Mark Hatz, a former Goldman Sachs analyst who now helps students prepare for banking interviews.

A current M&A analyst at European bank says analysts do what they’re told: “The analyst is the person who does all the administration work necessary in the deal process. As the most junior person, you might work on research, you might create the materials for the pitch-book which presents banks’ ideas to clients, and you might work on the financial models – but what you do will be quite basic.” Some analysts complain that their work is very boring and repetitive:  “As an analyst, you spend 75% of your time on PowerPoint, making presentations,” says one. “Excel modelling is the most valuable and interesting part of the job, but you don’t do very much of that.” He claims that most of his work was updating so-called “comparables: “Each analyst was assigned 20-25 companies to update each trimester and it basically involved going through all the accounts and making sure everything was accurate. You could easily spend 100 hours on it. It’s the kind of thing you stay in late for, but it could very easily be automated. All you’re really doing is pulling information from FactSet and Bloomberg.”

Banks are alert to analysts’ disgruntlement. Most are trying to get computers to do the most boring parts of the job.

Michel says analysts don’t like to be reminded of their status. During her detailed research in two Wall Street banks, Michel came across an analyst who burst into tears after being introduced to a client as such. “You introduced me as an analyst!”, the analyst complained (crying) to a vice president.

How long will you be an analyst for?

Traditionally, people have been analysts in investment banks for three years. However, this is changing. As the chart below from Quinlan shows, analyst programs at most banks have been cut by six to 12 months and now last between 2.0 and 2.5 years.

Banking jobs not so great

How much are you paid as an analyst?

Despite being at the bottom of the pile, analysts in investment banks are paid pretty well. In your first year as an analyst in M&A in London you can expect to earn anything from £65k ($85k) at UBS to £78k ($101k) at Bank of America Merrill Lynch. 

How many hours do you work as analyst? 

The downside to being an analyst in IBD is the working hours. When people talk about 80 hour weeks in banking, it’s analysts their referring to. Most banks have got policies in place to cut analysts’ working hours, especially at weekends, but it’s still common to work from 9am to midnight – or later – on weekdays.

The chart below, from Quinlan Associates, shows each bank’s policy for reducing working hours.

Quinlan protected time

What associates really do in investment banks:

Associates are one notch up from analysts. After you’ve done your two or two and a half years as an analyst, you should get promoted to an associate. You can also enter a bank as an associate after studying an MBA – although this is harder than it used to be.  Associates are like analysts, except more important. Associates immediate purpose to manage the analysts below them and to communicate the wishes of the vice presidents (VPs) above them.

“As an associate you’re still working on the PowerPoint slides, still managing the presentation,” says the M&A analyst, “- But you also work more on the [financial] models.”

The associate’s role is partly to, “guide the analyst in preparing the presentation and doing the research,” he says. The analyst does the work and the associate checks it. “The associate’s still an important part of the process. If you have a 50 page presentation, the analyst will usually do 30-40 pages and the associate will check them and do the rest.”

Associates are still expected to do analyst-type work, says one former associates, although she says that, “analysts are technically the “producers” of all the work and the associates are the “checkers” of it.”

How long will you be an associate for?

If you last the course, you’ll be an associate for three years.

How much are you paid as an associate?

Associates on Wall Street can expect anything from $200k to $350k over the course of their three years according to the Options Group. In London, associate pay ranges from £138k to £216k over the three years.

How many hours do you work as an associate?

Associates usually – but not always – work a few hours less each week than analysts. “You’ll often see the associates going home at 11pm instead of midnight,” says one analyst. “But that kind of depends upon the person and how good the analyst is. If you’re a lazy associate with a good analyst, you can leave early. If you’re an ambitious associate with a bad analyst, you’ll still be working at 2am.”

What vice presidents (VPs) really do in investment banks

It’s when you get to vice president (VP) level, that things start to get interesting. Suddenly, you’re more outward facing – you actually get to talk to clients. However, you also have to manage the team and oversee the process of putting the client presentations together and this can be stressful. “Being a VP requires more “ownership” in the team and well-established client relationships,” says Anne Karina Asbjorn, an associate and strategist for European rates at Nomura.

Vice presidents help to manage clients on a daily basis, says Michel. They also manage the associates and (by default)  the analysts and make sure the necessary financial models and Powerpoint presentations are being built. “VPs lead the layout of the presentations,” agrees Hatz. “They’re responsible for making sure the pitch documents are put together and they will also have an active daily role in executing any deals that go ahead.”

“The VPs guide the analysts and associates,” says the analyst in M&A. “They’re running the deal process on a daily basis. – They’re the ones saying which materials need to be created. However, they’re also the ones who speak on the calls to the clients. They help keep the clients up to date with how things are progressing.”

How long will you be a VP for?

Once you get to VP-level, the process of rising up through the investment banking ranks becomes more erratic. In theory, you’re supposed to be a VP for three years but sometimes people get stuck at vice president forever (and ever). Most banks are trying to cut the number of expensive people they have at the top of their pyramids, and this is making it harder to get promoted. Goldman Sachs, for example, only promotes around 400 people to managing director every two years and has around 12,000 vice presidents. On the other hand, talented VPs are being more responsibility (for the same pay) under a process known as “juniorization.” 

How much will you be paid as a VP?

Because VPs can vary wildly in terms of experience, their pay often varies widely too. On Wall Street, pay for VPs in front office investment banking jobs can be anything from $375k to $925k according to the Options Group. In London, pay can go from £218k to £321k over the ideal three year VP life cycle. 

How many hours do you work as a VP?

As a rule of thumb, you should work fewer hours as a VP than as an analyst or associate. “The associate is running the process for the VP, so the VP gets to leave earlier,” says the analyst. This doesn’t mean they leave early, however. “Our VP goes home around 10pm,” he adds.

What directors and managing directors really do in investment banks:

Some banks have an intermediate level of directors (Ds) between VPs and managing directors (MDs).

And what do Ds and MDs do exactly? Michel points out that their main responsibility is bringing in new business. There’s a lot of travelling. It’s not really as glamorous as people think. MDs also oversee everyone further down the hierarchy and make sure their treasured clients are happy.

“As a director, you’ll speak a lot with the clients,” says the analyst. “Your role is to act as the interface between the client and the rest of the team.”

Managing directors are at the top of the investment banking pile. “They talk to the clients, meet the clients, bring in the revenues and build the business for the bank,” says the analyst. “They’re the connectors – the relationship builders – they’re out there, finding out what’s going on with their clients in their industry.”

How long will you be a D or MD for?

Although some people are VPs forever, you’re usually promoted to director after about three years in a VP position. Once you’re a director, Michel says it should (ideally) take only another two years before you make managing director. This may be wishful thinking, however. – Research suggests most people only become MDs after 15 years in banking, and even then only 20% of those who are elgible for an MD promotion will make it.

Once you make MD, the pressure will be on to bring in revenues. If you don’t deliver you’ll be out. If you do deliver, you can expect to last a while. The average tenure of managing directors and partners at Goldman Sachs, for example, is thought to be around eight years.  

How much are you paid as a D or MD?

Pay for directors and managing directors varies wildly from person to person. As an MD in IBD on Wall Street you will almost certainly earn in excess of $600k in total compensation. In London, MD salaries alone are £350k ($500k)+.

How many hours will you work as a D or MD?

As a director, you’ll typically work fewer hours than a VP. – You might go home at 8 or 9pm. As an MD, your hours will assume a life of their own. “Sometimes we don’t see the MDs in the office much,” says the analyst. “- Their jobs are a bit more freestyle and flexible. They might be out of the office for a week, meeting clients. They might have a lunch with a client, and then a coffee, and then a meal with another client. They might go and meet a COO who’s also a personal friend.” If you’re an MD in investment banking, you want to work for a bank that’s happy to let you build relationships, and which accepts that this can take time. At Goldman Sachs, for example, COO Harvey Schwartz says it can take seven years for client relationships to generate fees. Even so, banks like to know what their MDs are up to while they’re flying around schmoozing clients: HSBC recently introduced a system for tracking how its senior M&A bankers use their time and how many deals they bring in.  

Although banks are hierarchical, Michel says they can also be fairly egalitarian. If you perform well, you can progress through the hierarchy (at least to VP level) fairly quickly. In IBD, she says most people actually do get promoted up to the next level. This makes banks less competitive places than people expect. Power differentials are minimized and everyone (according to Michel) works for common purpose. Unfortunately, she also concludes that this can lead to overwork and burnout.

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