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The top 9 AI people in finance
  + stars: | 2023-11-24 | by ( Bianca Chan | Leena Rao | ) www.businessinsider.com   time to read: +1 min
Business Insider's 2023 AI 100 list included several experts from the world of finance. These people blend AI know-how with experience in trading, payments, VC, and other finance sectors. download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . AdvertisementGenerative AI is the hottest venture capital investment theme in at least a decade. Business Insider's 2023 AI 100 list includes several experts who combine AI know-how with experience in areas of finance such as payments, trading, banking, financial data, and startup investing.
Persons: Sarah Guo, Reid Hoffman, Sonya Huang, Organizations: Service, Business
But the rest, from idea generation to testing and the models used to make trades, will all be developed through AI and machine learning. Sekhon came to Bridgewater in 2018 after a life in academia, where he taught machine learning at Harvard, UC Berkeley, Yale. Sekhon applies machine learning to analyze Bridgewater's reams of data from the past to predict what will happen in the future. At AIA Labs, much of the work is focused on combining statistical models with language models. And now, AI language models have progressed to the point where humans can interrogate and probe them, much in the same way people talk to each other through language, Sekhon said.
Persons: Bridgewater's, Greg Jensen, It's, Jensen, we've, " Jensen, Bridgewater, Jasjeet Sekhon, Sekhon, Jas Organizations: Artificial Investment, AIA, Bridgewater, AIA Labs, Harvard, UC Berkeley, Yale Locations: Bridgewater, Westport , Connecticut
On Tuesday, the bank launched a customizable dashboard designed to help Goldman's institutional investor clients understand the state of financial markets. Currently, that's somewhat of a messy and manual process spread across several platforms, Chris Churchman, Goldman Sachs partner and head of Marquee, told Insider. Banks like Goldman Sachs benefit from more complex trades, like a complicated derivative with legs and hedges, that require more work. Goldman Sachs Marquee MarketView is accessible on desktop and mobile. "What clients have said to me is, you basically created Pinterest for capital markets, or you're creating a social network for capital markets," Churchman said.
Persons: Goldman Sachs, Chris Churchman, Goldman, Banks, Churchman, There's Organizations: Business, Bloomberg, Citadel Securities, Bank of Japan Locations: MarketView, FactSet
The goal is to concentrate Man's AI and machine learning firepower to reduce duplicative efforts across disparate trading desks and teams. The company's software engineers are using generative AI to generate code, which could help Man's some-500 technologists be more efficient. In that way, uniting Man's data and machine learning efforts to explore generative AI use cases was a natural step, Mace said. Generative AI creates new human-like content like images, text, or even snippets of code based on prompts. Generative AI is "very different to how we use the other AI techniques, which is really exciting.
Persons: Tim Mace, I've, Mace
Artificial intelligence is breathing new life into Wall Street's tech hiring scene. JPMorgan is hiring the most AI-related roles, with 239 job postings between January and October, according to the data. Plus, the qualities and skills finance firms demand are changing, with some companies prioritizing technologists with business acumen and understanding of financial markets. Here are the hottest positions finance firms want to hireThe AI boom is carving out new, specialized tech jobs on Wall Street. It's common among Wall Street firms to hold data in the cloud, with many are designing new applications where their data is .
Persons: It's, Wall, Goldman Sachs, Zac Maufe, execs, Banks, Jayson Bevacqua, Maufe, Ben Hodzic, Selby Jennings, Hodzic, they're Organizations: Deutsche Bank, Google, Revelio Labs, JPMorgan, Solaris Search, Google Cloud, Apollo, skillsets, Finance, Web Services, Microsoft, Citadel Securities, Millennium Management
Being a solid coder isn't going to cut it at Citadel Securities anymore. Citadel Securities, which generated about $7.5 billion in revenue last year, is now focused on hiring thoughtful technologists who drive commercial outcomes for the firm. We're looking for people who can drive a big commercial impact for the firm," Aaron Moss, head of technology recruiting for Citadel Securities, told Insider. In one recent case, Citadel Securities extended an offer to a promising young intern, even though the hiring manager had been looking for a more experienced hire. "The industry is getting very high level with things like AI, which push people even further away from that understanding," Neff told Insider.
Persons: Ken Griffin, Aaron Moss, Josh Woods, It's, Olga Naumovich, Jayson Bevacqua, opportunistically, Damien Neff, it's, Neff, Costas Bekas, extroverts, Bekas, didn't, Moss Organizations: Citadel Securities, Citadel, Solaris Search, LinkedIn Locations: Miami
Lin Murata worked at the business growing up, doing everything from sales to filing paperwork to working the cash register. "My parents, they're very old school, and all the existing solutions were excruciating to use, and we realized there was a real need for a frictionless B2B payments solution," said Lin Murata. It's a tall order to digitize B2B payments — companies ranging from middle-market companies and mom-and-pop shops have been notoriously hard to penetrate and spur technological change. Of the $125 trillion market for global B2B payments, only a fraction of transactions — less than $6 trillion according to Slope's pitch deck — occur online. The latest investment brings Slope's total funding to $187 million, with $62 million in equity and $125 million in debt capital.
Persons: Lawrence Lin Murata, Lin Murata, Alice Deng, Deng, Sam Altman, OpenAI's Sam Altman Organizations: Union Square Ventures, OpenAI's Locations: China, Brazil, Slope's
Insider asked more than 30 top fintech investors to nominate the most promising startups. Here are 12 up-and-coming fintechs looking to offer solutions to wonky regulations and tax rules. Startup investors are zeroing in on fintechs that make it easier for businesses to comply with regulations and tax policies. Funding for fintechs has slid since 2021, but one bright spot has been startups that sell regulatory tech to financial services players. Such "regtech" players had a record 2022, according to KPMG, as the value of deals in this space hit $20.9 billion.
Persons: KPMG's Organizations: fintechs, KPMG
Making mistakes doesn't feel great, but they can provide some lessons you might not have learned otherwise. We asked this year's rising stars of Wall Street to open up about the biggest missteps of their careers so far and what they took away from them. Some shared their rookie errors — like slamming their laptop shut after forgetting to save their first big pitch deck or duplicating a trade — while others gave more reflective answers about how early career mistakes impacted their paths. We've got to iterate and change how we do things, and I think that's helped our team's process a lot. So my mistakes also brought me here, and everything that has been a mistake is always a learning experience.
Persons: there's, Luis Arteaga, David Trinh, you'll, Michael Dunn Goekjian, Tori Gilliland, didn't, It's, Andrew Almeida, Thoma Bravo I've, I've, Nadim Laiwala, Rachel Hunter, Goldman, Kristen Powers, Morgan Stanley, Sarah Sigfusson, Shanta Wu, Fred Michel, who's, Morgan, Neil Kamath, Rachel Barry, Chris Dell'Amore, We've, that's, Peter Gylfe, Ricky Mewani, Dominic Rizzo, Rowe Price, Lillian Qian Lin, of, Steve Schwarzman, Peter Peterson, Stephen Schwarzman, Blackstone, Patrick McGoldrick, Katya Brozyna, Michael Wilkinson, Yi Yi, Wells, Luna McKeon, , Anne, Victoire Auriault, Goldman Sachs Organizations: Barclays, Delta, Barclays Bridgewater Associates, Bridgewater Associates, Apollo Management, Thoma Bravo, Moelis, US, Bank of, Fidelity, JPMorgan, BlackRock Blackstone, Citadel, Blackstone, Jefferies, Citadel Securities, Blue Owl, Goldman Locations: Bank, Evercore, Wells, Americas
Each year, Insider highlights Wall Street's rising stars. NEW LOOK Sign up to get the inside scoop on today’s biggest stories in markets, tech, and business — delivered daily. download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . Insider tapped its contacts for ideas about individuals to include and received recommendations from bosses, colleagues, recruiters, and financial industry peers. Insider talked to these rising stars from leading firms like JPMorgan, Bridgewater, and Apollo, to reflect on their successes, challenges, and best career advice.
Persons: Organizations: Service, JPMorgan Locations: Bridgewater
Thoma Bravo took SailPoint private in a $6.9 billion acquisition last August. Almeida has cultivated Thoma Bravo's cybersecurity portfolio into one of the largest in the private-equity industry, totaling nearly $40 billion in enterprise value. His focus in the security industry has helped Almeida — the firm's youngest partner — become a key leader of its flagship strategy. Beyond SailPoint, Almeida co-led the portfolio company Imprivata's 2022 purchase of SecureLink, in a deal valued at $3.5 billion. He also helped source and execute Thoma Bravo's $12.3 billion acquisition of Proofpoint in 2021, the largest private-equity cloud deal at the time.
Persons: Andrew Almeida, Thoma Bravo Thoma, Thoma Bravo Thoma Bravo Almeida, he'd, Thoma Bravo, Almeida, It's, — Orlando Bravo, Scott Crabill, Chip Virnig, Seth Boro —, Thoma, Virnig, Almeida —, , Bianca Chan Organizations: Thoma Bravo Thoma Bravo, Bravo, Compuware Locations: Proofpoint
As for today's edition, we're looking at how AI could upend the job of the junior banker, and the effect that'll have on Wall Street's traditional career path. AdvertisementAdvertisementAspiring financiers need to look no further than investment banks' analyst programs to get a foot in the door. But this crucial piece of Wall Street's ecosystem could be upended by the rise of artificial intelligence. AdvertisementAdvertisementBuy-side firms have largely held off on going after college graduates, instead pointing them toward banks' analyst programs. Regardless of what direction things go, what's clear is the type of work AI excels at falls directly in junior bankers' wheelhouse.
Persons: Insider's Bianca Chan, Emmalyse Brownstein, Alyssa Powell, Steve Cohen's, Cohen, millennials, Elon Musk, Mark Zuckerberg, Jeff Bezos, ChatGPT, Xavier Lalanne, It's, Saint, Givenchy, Donald Glover, Childish Gambino, Will Smith, Catherine Zeta, Jones, krisanapong detraphiphat, Dan DeFrancesco, Naga Siu, Hallam Bullock, Lisa Ryan Organizations: Service, Guild of America, Hollywood, Tech, LinkedIn, Meta, National, Costco, Lowe's, Tractor Supply, Brands, Getty Images Finance Locations: Wall, Silicon, Paris, New York City, San Diego, London, New York
But let's face it, many of the tasks junior bankers spend their time on could very well be done by a robot. "As a junior banker you don't critically think. With artificial intelligence progressing by leaps and bounds, how will it impact the job of the junior banker? She said it's already helping junior bankers get their jobs done faster. "It will allow junior bankers to operate at a higher level with that first pass of analysis being prepared by the technology," said Torrente.
Persons: Wall, Tamara Bitticks, it's, Carlo Allegri, Bitticks, Crystal Cox, Peter Torrente, Bogdan Tudose, Morgan Stanley, Tudose, Goldman Sachs, Banks Organizations: Deutsche Bank, Reuters, Deloitte, Industry, Wall, Google, KPMG, Blackstone, JPMorgan, Excel, Getty, Deutsche Locations: Manhattan, San Francisco
Visa relies on AI for mission-critical tasks like processing payments, detecting fraud, and securing its massive network infrastructure. It has more than 300 AI models that are live and operating. "AI is going to be a huge part of how we grow, but it'll also be part and parcel of everybody's work," Taneja said. Visa continues to experiment with similar AI models, like Meta's AI model Llama 2 and those from French-American company Hugging Face, Taneja said. Visa introduced AI models that ingest billions of data points every day to train on, learn patterns, and identify any cybersecurity or payment-security threats.
Persons: It's, Rajat Taneja, it'll, Taneja, it's, coder, counterfeits Organizations: Visa, Microsoft Locations: American
Insider asked 34 top fintech investors to nominate the most promising startups. VCs highlighted startups that haven't raised more than a Series C.Behind-the-scenes firms, payment and compliance startups dominated this year's list. Get the inside scoop on today’s biggest stories in business, from Wall Street to Silicon Valley — delivered daily. Insider surveyed 34 early-stage investors — including Bain Capital Ventures, Point72 Ventures, and Index Ventures — about the hottest fintechs to watch. There were also several sustainability-focused startups, offering everything from electric-vehicle financing to marketplaces for financing renewable-energy projects.
Persons: VCs, we'll, Mark Peter Davis Organizations: Service, Bain Capital Ventures, Point72 Ventures, Ventures, Interplay, Bank Locations: Wall, Silicon
Deutsche Bank is aggressively experimenting with AI capabilities to transform the bank. Then they cut to black before text came into focus to provide intel on Cymbal, a hypothetical corporate client of Deutsche Bank. Deutsche Bank is aiming to transform the business and work of banking. There's a lot of assumptions," Gil Perez, Deutsche Bank's chief innovation officer, told Insider. The bank will need to compete for in-demand AI tech talent, a market that is only set to heat up.
Persons: Gil Perez, Perez, Tamara Bitticks, Bitticks, There's Organizations: Deutsche Bank, DB, intel, Google, Deutsche, Bankers, Wall, genAI Locations: San Francisco, Washington
Here's how Apollo and EQT use Google Cloud to improve themselves and their portfolio companies. The cloud represents big cost savings and efficiency gains among portfolio companies; for example, buyout firm THL migrated one of its portfolio companies to the cloud to save 50% on annual IT infrastructure costs. PE firms benefit from having their data — and their portfolio companies' data — in one place to gain better business insights and check out opportunities. Using cloud to improve portfolio companies and investment firms themselvesBoosting employee productivity with the cloud and AI is top of mind for Apollo's Mahidhar. Google Cloud's tech talent has also helped Swedish PE giant EQT speed up cloud projects among portfolio companies.
Persons: Vikram Mahidhar, THL, Mahidhar, Carl, Magnus Hallberg, execs, Adaire Fox, Martin, Hallberg, Apollo's Mahidhar, it's, , Zac Maufe, Maufe, it'll, Fox Organizations: Apollo Global Management, Apollo, Google, KKR Locations: EQT, Swedish
Here's how AB uses AI to get an edge, save analysts hours of work, and improve risk management. Seven years ago, the massive money manager AllianceBernstein set out on a mission to transform itself with AI and data science. The move would save AB hundreds of thousands of dollars and help its investors seek an edge with the $704 billion assets they manage. Chin lifted the hood on the asset manager's AI strategy and use cases. For instance, one signal compares regulatory filings for differences in company strategy or management.
Persons: AllianceBernstein, Andrew Chin, Chin, Larry Fink, terminations, It's Organizations: Wall Street, Vanguard, Fidelity Locations: BlackRock
Allison Gorman Nachtigal was previously the head of Morgan Stanley's cloud program. Allison Gorman Nachtigal, the former head of Morgan Stanley's cloud program, has departed the bank for the tech giant, Insider has learned. Microsoft's cloud computing program Azure is Morgan Stanley's primary cloud partner. As Morgan Stanley's new head of cloud engineering, Nam handles the plumbing behind Morgan Stanley's cloud efforts. Meanwhile, Brosnan, head of technology architecture and modernization, absorbed Morgan Stanley's cloud architecture and business enablement responsibilities.
Persons: Allison Gorman Nachtigal, Morgan, Yunchi Nam, Trevor Brosnan, Morgan Stanley, Gorman Nachtigal, Morgan Stanley's, Nam, Brosnan, Michael Poser Organizations: Microsoft
Insider asked more than 30 top fintech investors to nominate the most promising startups. VCs highlighted startups that haven't raised more than a Series C.Here are the 54 most promising fintechs. Insider surveyed 34 early-stage investors — including Bain Capital Ventures, Point72 Ventures, and Index Ventures — about the hottest fintechs to watch. As was the case last year, fintechs that sell to businesses, as opposed to those that serve consumers directly, dominated the list. Check out the 54 fintechs identified as most promising by top investors.
Persons: VCs, we'll, Mark Peter Davis Organizations: Bain Capital Ventures, Point72 Ventures, Ventures, Interplay
Citadel is completely rebuilding a new platform for all of the hedge fund's reference data. The platform is currently being rolled out and will let the fund move into new asset classes faster. Now, the migration to a new reference-data platform is underway. With the new solution, Citadel says, it will be able to move into new asset classes much faster. With the new platform, Citadel can respond when new asset classes come into the market.
Persons: Rituraj Deb Nath, Deb Nath, Robert Tan, Tan, It's, Goldman Sachs, There's Organizations: Citadel, Citadel Securities, Google, Bank of America
The data giant has been using AI to help traders and analysts automate tasks and better use data. Bloomberg is making upgrades to its terminal, a ubiquitous piece of technology that traders and analysts use to access the troves of data that underpin Wall Street. The company has been investing in AI to automate tasks for users of its terminal, making it easier to parse through the mountains of information at their disposal. It has updated its widely popular messenger Instant Bloomberg (IB) to automatically suggest relevant research, order forms, or pricing quotes when a user messages specific keywords like "pricing," "research," or "order information." Bloomberg goes all-in on AIBloomberg has been expanding its data empire, from investing in AI to making alternative data more mainstream.
Persons: Mark Flatman, Goldman Sachs, you've, Flatman, they've Organizations: Bloomberg, CNBC, JPMorgan, Citibank, Disney Locations: Wall
Alex Chriss will become the new CEO of PayPal on September 27. Current CEO Dan Schulman announced in February he would retire at the end of 2023. Chriss will come from Intuit, where he is the EVP of small business and self-employed group. Alex Chriss, the executive vice president of small business and self-employed group at Intuit, has been tapped to lead PayPal, the firm announced Monday. The move comes as current PayPal CEO Dan Schulman announced on February 9 that he will retire at the end of the year.
Persons: Alex Chriss, Dan Schulman, Chriss, Schulman, Elliott Management, Intuit's, Alex, John Donahoe Organizations: PayPal, Intuit, Morning
He told Insider he's making the move to help combat cybersecurity on a broader scale. Igor Tsyganskiy, chief technology officer and president, is leaving the world's largest hedge fund after seven years, Insider has learned. Prior to Bridgewater, Tsyganskiy ran database.com, a division of Salesforce.com, and was the cofounder of Tealeaf Technologies, which was sold to IBM. Bell recently told Insider that AI would give Microsoft the upper hand to "finally turn the tables on the attackers." "Basically, end-to-end strategy on how Microsoft approaches the cybersecurity sector is my job," Tsyganskiy told Insider.
Persons: Igor Tsyganskiy, Tsyganskiy, Greg Jensen, Bridgewater's, Oliver Radwan, Kevin Brennan, Ray Dalio, Nir Bar Dea, Bridgewater, Charlie Bell, Bell Organizations: Bridgewater, Microsoft, LinkedIn, Tealeaf Technologies, IBM, Web Services Locations: Bridgewater, Bay Area, Connecticut, Westport , Connecticut, Salesforce.com
Fintech funding has been on a decline from 2021's peak levels, but VCs see signs of a rebound. VCs are itching to get back to dealmaking as they see early signs of a rebound in the fintech industry. Cash-strapped founders who didn't want to fundraise in a down market and get valuations slashed are running out of options and time. They dominated the fintech market in the past several years, but the shine is wearing off, Shriner said. Fintech VCs will get to spend more time on due diligence, looking beyond so-called "vanity metrics," Fernandez said.
Persons: Cash, didn't, Mark Peter Davis, Davis, We're, Tripp Shriner, Robert Ruark, Ruark, B2C, VCs, Shriner, — crowdedness, Stephanie Choo, Marcos Fernandez, KPMG's Ruark, Fintech, Fernandez Organizations: Interplay, Investors, Point72 Ventures, KPMG, Tiger, Portage Ventures, Fiat Ventures Locations: dealmaking, VCs, overvaluations
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