How to Work in Fintech Discover what it takes to be a financial data analyst, financial quantitative analyst or economic data scientist.
How to Work in Fintech Discover what it takes to be a financial data analyst, financial quantitative analyst or economic data scientist.

As with other industries, technology has transformed the financial sector, disrupting age-old ways of conducting business and offering new value and innovation.

“With your cell phone, you can do any financial transaction that you want — banking, investing, all your insurance, all of your payments, get a loan,” said Eric Zivot, professor and chair of the UW Department of Economics.

Financial technology, or fintech, includes innovations like mobile banking, cryptocurrency, robo-advising (automated financial advising) and payment apps. During the pandemic, millions of new customers adopted fintech solutions to manage cashless payments and banking at a distance — a trend that investors say is likely to stick around for the long-term.

If this line of work sounds appealing, you’ll need knowledge in three distinct areas: data science, programming and finance — particularly finance, says Tim Leung, director of the Computational Finance & Risk Management (CFRM) programs at the University of Washington, which includes a Master of Science in Computational Finance & Risk Management.

Here’s a look at three jobs in fintech and what you need to know to join the industry.

Financial Data Analyst

Financial data analysts are experts in statistics and programming. They prepare reports that businesses can use to model data and make financial calculations.

To retrieve and manipulate data, these analysts need to know how to use programming languages within Excel, including VBA and SQL, as well as data visualization tools, such as Tableau. They may also build machine learning models, Leung said.

These analysts, sometimes called financial data researchers or financial data strategists, are expected to know how to work with all sorts of data across the finance industry, such as equity value, mortgage risk and interest rates, Leung said.

There's a bright job market for financial and investment analysts. According to O*NET OnLine, these jobs are projected to increase faster than average — by 9% in the United States by 2031 and 17% in Washington state through 2030. Leung said that in recent years, graduates of UW CFRM programs have built careers with a number of Seattle-area firms, including Russell Investments, Parametric Portfolio Associates, and the treasury departments at Microsoft and Amazon.

Financial Quantitative Analyst

Financial quantitative analysts — or “quants,” for short — work in every corner of the financial sector, from equities and fixed income, to foreign exchange and credit risk, Leung said.

“Quant is a kind of code name for all the financial quantitative research that’s done in the industry right now,” Leung said.

    projected job growth

Financial Data Analysts: 17%
Financial Quantitative Analysts: 17%
Data Scientists: 36%

Figures are for Washington state.
Source: O*NET. 

With their expertise in finance, quantitative analysts are researchers who analyze existing data, design models and implement tech solutions. When a quant job includes hands-on software engineering, a candidate will need sharp skills in Python and R programming.

Financial quantitative analyst jobs are on the rise. Through 2031, the number of jobs is projected to grow 6% nationally, and 17% in Washington state. These quantitative roles may also have job titles like quantitative strategist or quantitative researcher. Leung said many of those jobs may be in trading and the buy-side of asset management, such as hedge funds and pension funds.

Economic Data Scientist

Economic data scientists help evaluate business decisions for organizations, such as government agencies, tech companies and research enterprises. Fintech companies hire economists trained in data science to drive automated, data-driven decision-making.

“With an economics background, you’re trained to understand how markets work,” Zivot said. “An economist can help formulate the right problem a business needs to optimize and solve with data.”

Economic data scientists use econometrics tools and machine learning methods, such as predictive analysis, forecasting and market design. They need to know Python and R programming to manage, model and visually represent big data. Programming skills also help data scientists in fintech interact with software developers, engineers and UX designers, Zivot said.

There’s consistently big demand for these experts. In Washington state, by 2030, jobs for economists are projected to grow 24%, and jobs for data scientists are projected to grow by 36%. Locally, economists are working in data science at tech companies like Amazon, Facebook and Google.

Fintech Jobs of the Future

As fintech spins out of startups, investment firms and big banks are acquiring many of these financial solutions, even as they hire staff to develop fintech in-house, Leung said.

He also predicts more jobs in areas like customizable pricing, such as personalized car loans, as well as in money transfer and payments, like the work of the Seattle-area firm Remitly.

It’s crucial to recognize that new technology brings new ethical issues, Leung said. That’s why the Master of Science in Computational Finance & Risk Management includes study of ethics — another essential skill for anyone working in fintech, he said.

“Trust is built on competence and ethics,” Leung said. “From robo-advisors, to mortgage and loan products from retail banks, there might be ethical issues,” Leung said. “We have to understand those. For a lot of people, in terms of investment or getting loans, this is the biggest financial decision they’ll ever make.”

Get Started or Ahead in Fintech

Interested in starting or advancing your career in fintech? These UW certificates and degrees can help.

For more career tips and industry trends, visit the News & Features section of our website, and subscribe to our email list. To learn more about UW Professional & Continuing Education certificates, specializations, degrees and courses, explore your options or contact us.

Kate Dixon

Kate Dixon is a web content manager at UW Continuum College, where she’s proud to support innovation, excellence and access to world-class public education. An alumna of the University of Wisconsin-Madison, Kate earned her bachelor’s degree in journalism and master’s degree in strategic communications.

Kate enjoys showcasing diverse stories of learning momentum, student success and the power of education to inspire positive change and brighter communities.

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