Cheminformatics Scientist

Uses computers to search and design chemicals, predicting which ones could be useful drugs.

A day in the life

Screens a virtual library of a billion molecules against a protein target overnight, then picks the top 100 for chemists to buy and test.

Pay over a career

Starting
$80k
Typical
$125k
High
$185k

Estimate.

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

Training

Doctorate (PhD), about 10 years after high school. PhD in computational chemistry or cheminformatics.

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

Majors to look at: Chemistry, Computer Science.

Outlook

Growing faster than average (about 7% over 10 years). Estimate.

Will it last? Our AI estimate

Medium risk in 5 years, high in 10. AI models screen billions of molecules and propose new ones themselves; fewer specialists, focused on validating with chemists.

Start now, in high school

Classes: AP Chemistry, AP Computer Science, AP Calculus.

Official data: O*NET occupation 19-2031.

More Bioinformatics & Computational Biology 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.