Computers and math
Data Scientists
- Median pay
- $120,230
- Outlook
- Much faster than average
Bachelor's degree
- Mathematics
- Critical Thinking
- Reading Comprehension
SOC 13-2099.01
Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments.
Data verified Nov 2026 · CollegesRef 2026–27 edition
Source: BLS 2025 wages · 2025–35 projections · figures for the broader BLS group "Financial specialists, all other"
Annual pay range
132,130 people work in this occupation.
In short
Financial quantitative analysts design mathematical and statistical models to guide investment decisions and manage financial risk. The median annual pay for the broader financial specialists group is $81,100.
Written with AI from the BLS, O*NET and CareerOneStop data on this page. Every figure is checked against that data before it is published.
Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.
Most need a graduate degree, such as a master's, PhD, MD or JD.
Financial quantitative analysts spend their days working with computers to analyze, process, and interpret complex financial data. They use their strong investigative interests to develop quantitative techniques and mathematical models for pricing financial instruments, optimizing assets, and analyzing relative value. This role requires high-level skills in mathematics, critical thinking, and complex problem solving to make decisions and address financial risks.
To succeed in this field, analysts must have deep knowledge of mathematics, economics, accounting, and computer systems. They must think creatively to estimate quantifiable characteristics of financial products and communicate their findings clearly to supervisors and peers. The work demands specific work styles, including intense attention to detail, intellectual curiosity, stress tolerance, and a cautious approach to risk. Analysts must also show perseverance and a tolerance for ambiguity when dealing with unpredictable market variables.
Entering this career typically requires at least a bachelor's degree, though many professionals need extensive preparation, such as a graduate degree like a master's, PhD, MD, or JD. Students often prepare by majoring in finance and financial management services, applied mathematics, business administration, management and operations, or religious institution administration and law.
While not always mandatory, professionals can earn certifications to demonstrate their expertise. Examples include the Associate designation from the Secure Retirement Institute, the Certified Data Science Practitioner credential, or the Certified Financial Technician certification. Additionally, some states list licensing requirements for individuals performing this type of work.
The median annual pay for financial quantitative analysts is $81,100, though this figure represents the broader occupational group of all other financial specialists. Earnings in this category range from less than $48,460 for the lowest 10% of workers to more than $151,490 for the highest 10% of earners.
There are 132,130 people employed in this field. Between 2025 and 2035, employment is projected to grow by 4.1%, which is as fast as the average for all occupations. This growth, along with normal staff turnover, is expected to result in approximately 9,400 job openings each year.
Interest code ICE. Compare it with yours
Analyst · Data Analyst · Equity Analyst · Equity Structurer · Finance Analyst · Financial Analyst · Financial Engineer · Financial Quantitative Analyst · Investment Associate · Investment Portfolio Control Consultant
Career pathway
Interests that fit the work, the career, majors that lead there and colleges whose graduates in those majors earn the most. Hover or focus a step to follow one path.
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This career
Majors
Colleges
College Scorecard program outcomes
Programs that lead to this career, ranked by what their graduates earn four years after finishing. Earnings are for graduates who received federal aid.
Saint Louis, MO · Finance and Financial Management Services · Bachelor's
Pittsburgh, PA · Business Administration, Management and Operations · Bachelor's
Notre Dame, IN · Finance and Financial Management Services · Bachelor's
Source: U.S. Department of Education College Scorecard field-of-study data, 2025. Programs with few graduates are not listed.
NCES CIP–SOC crosswalk
Related programs by four-digit CIP code. They are common routes in, not the only ones.
2,372 colleges offer it
924 colleges offer it
426 colleges offer it
7 colleges offer it
CareerOneStop
What financial quantitative analysts may need beyond a degree, where a license is required, and what the work pays in each state.
Core certifications employers recognise for this work.
Programs of study that prepare people for this work.
1 state lists a license for this work. Open your state for the license and the agency that issues it.
Certified Professional Bondsman
Alabama Professional Bail Bonding Board
Licensed Recovery Agent
Alabama Professional Bail Bonding Board
Data from CareerOneStop, sponsored by the U.S. Department of Labor (Employment and Training Administration, with the Minnesota Department of Employment and Economic Development). Retrieved November 9, 2026.
Your plan
Courses, majors, colleges, scholarships and a timeline for this career, built from your profile.
Written with AI from the BLS, O*NET and CareerOneStop data on this page. Every figure is checked against that data before it is published.
People in this occupation are also called financial engineers, equity structurers, investment associates, data analysts, or investment portfolio control consultants.
Common college majors that lead to this career include applied mathematics, finance and financial management services, business administration, management and operations, and religious institution administration and law.
If you are interested in this work, you might also look into becoming a data scientist, financial risk specialist, statistician, operations research analyst, or investment fund manager.
Every figure on this page comes from these public datasets. Missing values are shown as not reported, never estimated.
Version 31.0
Version 2025-35 · Data year 2025
Version 2025 · Data year 2025
Version 2020 · Data year 2020
O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. CollegesRef has modified all or some of this information.
Data from CareerOneStop, sponsored by the U.S. Department of Labor (Employment and Training Administration, with the Minnesota Department of Employment and Economic Development). Retrieved November 9, 2026.
Page data updated November 5, 2026.