Numerical Analyst

Also called: Computational Mathematician, Scientific Computing Mathematician

Invents the math recipes (algorithms) that let computers solve huge equations for weather, airplanes and medicine.

A day in the life

You figure out why a simulation of airflow over a wing keeps blowing up, design a more stable method, and prove it works. Then you help engineers code it for a supercomputer.

Pay over a career

Starting
$85k
Typical
$130k
High
$190k

National labs and tech companies pay well.

Approximate: anchored on Bureau of Labor Statistics data for a broader job group.

Training

Doctorate (PhD), about 9 years after high school. PhD in applied mathematics.

Ways in: 4-year college, Graduate school. Training cost: $15k – $60k.

Majors to look at: Applied Mathematics, Computational Science, Mathematics.

Outlook

Growing much faster than average (about 8% over 10 years). Mathematicians overall.

Will it last? Our AI estimate

Medium risk for 10 years. AI helps write solvers and find bugs; designing stable new methods and proving they work stay human.

Start now, in high school

Classes: AP Calculus BC, AP Computer Science, AP Physics C.

Official data: O*NET occupation 15-2021.

More Mathematics careers

Career Universe is an early version. Pay, training and AI-risk figures are estimates to start your own research, not verified facts. The research was written with AI research assistants, checked by validation scripts and spot-checked by hand. Check anything important with schools, employers and official sources. How the numbers work.