Psychometrician

Also called: Assessment scientist, Measurement scientist

Uses advanced statistics to design and check tests like the SAT, state exams, and professional licensing tests, making sure they're fair and accurate.

A day in the life

Psychometricians analyze how thousands of students answered each question, flag questions that are unfair to certain groups, set passing scores, and build adaptive tests that change difficulty as you go. Employers include College Board, ETS, Pearson, and medical boards.

Pay over a career

Starting
$80k
Typical
$115k
High
$170k

Estimate.

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

Training

Doctorate (PhD), about 9 years after high school. PhD in psychometrics, educational measurement, or quantitative psychology (master's for some roles).

Ways in: Graduate school. Training cost: $15k – $60k.

Majors to look at: Statistics, Psychology, Mathematics.

Outlook

Growing faster than average. Demand from licensing and digital testing is growing.

Will it last? Our AI estimate

Medium risk for 10 years. AI runs item statistics, generates questions and powers adaptive tests, so fewer analysts are needed; fairness and score-setting judgments stay human.

Start now, in high school

Classes: AP Statistics, AP Calculus BC, AP Psychology.

Official data: O*NET occupation 19-3039.

More Education Policy, Research & Assessment 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.