Machine Learning Scientist (Drug Discovery)

Also called: AI Scientist, Biology

Trains AI models to predict which molecules could become medicines or how proteins fold.

A day in the life

Trains a neural network on millions of molecules, checks its predictions against lab results, and works with chemists to pick the next batch to make.

Pay over a career

Starting
$110k
Typical
$165k
High
$260k

Industry estimate; top AI biotech firms pay more.

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

Training

Doctorate (PhD), about 10 years after high school. PhD in machine learning, computational chemistry, or a related field.

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

Majors to look at: Computer Science, Computational Chemistry, Statistics.

Outlook

Growing much faster than average (about 20% over 10 years). Estimate; data scientists overall projected 34% by BLS.

Will it last? Our AI estimate

Medium risk for 10 years. AI coding tools speed model building, but top ML-for-biology experts stay in high demand; entry spots are very competitive.

Start now, in high school

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

Official data: O*NET occupation 15-2051.

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.