Heard on the Street: Quantitative Questions from Wall Street Job Interviews

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Heard on the Street: Quantitative Questions from Wall Street Job Interviews

Heard on the Street: Quantitative Questions from Wall Street Job Interviews

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For an industry that often cultivates cinematic genesis stories, the opacity around Jane Street’s birth, ownership and even management is unusual. That extra confidence paid off handsomely when markets were thrown into a tailspin last March, and bond ETFs emerged as a major faultline. Some sceptics argue that only the Federal Reserve’s extraordinary stimulus prevented a disaster for fixed income ETFs, and remain convinced that they could still prove fragile. Jane Street’s executives say they are well aware of the implications. “We know we are an important part of the efficiency of many of these markets, and that’s something that we feel a huge responsibility for and take very seriously,” Mr Berger says. Nonetheless, the events of 2020 highlight just how big and influential the growing bond ETF universe is, and how vitally important firms like Jane Street are to their functioning. And that has some downsides.

The city of Montpelier is continuing to finalize the layout for FEMA’s temporary direct housing project to be placed on the city-owned Country Club Road property. This project is to provide housing to those who lost homes in the summer flooding event. City officials and FEMA contractors have settled on the boundaries, which are consistent with the outline shown to the City Council, according to the Oct. 13 city manager’s report. Additionally, the remainder of lease and infrastructure agreements are being completed. We think of ourselves as mainly built for crises,” says Rob Granieri, one of the company’s founders. Nonetheless, Mr Granieri insists there is little triumphalism at Jane Street. “I still walk in every day thinking that we’re still struggling to survive,” he admits. Jane Street traders in New York offices. The company’s forte is lubricating trading in exchange traded funds and other markets Liquidity warning

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It’s that time of year again: alternate-side winter parking regulations begin Nov. 15. The object is to have residents park in a way that allows the Department of Public Works to clear each side of the street from snow and slush during winter. The regulation calls for all cars to be parked on the correct side of the street from midnight to 5 p.m. as indicated by building numbers in relation to the calendar days. For example, odd-numbered calendar days call for parking on odd sides of the street and even-numbered calendar days call for parking on even numbered sides of the street. The transition period to move your vehicle is from 5 p.m. to 11:59 p.m. No parking is allowed downtown from 1 a.m. through 6:59 a.m. This wasn’t an ETF liquidity story,” says Matt Berger, head of bond trading at Jane Street. “It was liquidity drying up in the underlying fixed income markets.” Our basic service, standing ready to buy and sell ETFs, options and bonds, is even more critical in times of stress,” says Josh Kulkin, one of its top traders. “Because we bought all that extra protection we didn’t have to worry about the extreme moves, and were prepared to provide liquidity in an outsized way.” Jane Street is this big, important and growing player that no one’s really heard of,” says Steve Zamsky, previously head of corporate credit trading at Morgan Stanley and now a fund manager at Smith Capital. “They’re sophisticated, quirky and not typical of Wall Street traders.” The revised 22nd edition contains 239 quantitative questions collected from actual job interviews in investment banking, investment management, and options trading. The interviewers use the same questions year-after-year, and here they are with detailed solutions! This edition also includes 264 non-quantitative actual interview questions, giving a total of more than 500 actual finance job interview questions.

Equity ETFs are often supported by a plethora of market-makers and APs, but bond ETFs are more specialised, with a narrower club dominating activity. Some analysts and investors have long fretted what would happen if an accident were to befall one of the bigger players. “If you think the fixed income ETF market is systemically important, then Jane Street is systemically important,” says the one-time rival. A year ago, the world seemed oblivious to signs that a novel virus outbreak in China was a serious, global threat. But one of Wall Street’s biggest but most secretive money machines saw the debacle coming and battened down the hatches. The reason Jane Street has been able to seize such a big role in bond ETF trading is that it straddles the approach of high-speed, algorithm-powered trading firms like Virtu or Jump Trading and the human bond traders that still dominate Wall Street trading desks. These results suggest that market liquidity conditions were resilient in the fixed income ETF market throughout the crisis. Moreover, the results suggest that fixed income ETF prices continued to provide a real-time view of the value of the underlying bonds during the crisis,” BoC said. “In contrast, the net asset value of fixed income ETFs with less liquid holdings provided only a lagged indication of their ‘true’ value due to poor bond trading activity.” Fed thumbs-upIf an ETF trades above the value of its assets, APs buy the underlying securities that match the ETF and use them to create new shares to sell to investors. When ETFs fall below the value of their assets, they instead redeem shares for a proportional slice of the underlying portfolio and then sell them. Mostly this continuous arbitrage doesn’t actually require the ETF itself to buy or sell anything and keeps it trading in line with its index. They obviously have a lot of smart technologists, but in their DNA they are really traders,” says a one-time rival. “Many market-makers are very technology-driven, but Jane Street is a trader-driven firm. Jane’s niche is that they will price less liquid ETFs better than anyone.” However, a fire sale by investors desperate to raise cash hit bond trading in March. That meant APs struggled to narrow the widening dislocations between the fast-sliding prices of bond ETFs and the lagging value of their assets, simply because they had trouble selling the underlying bonds.



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