Alternative Data Analyst

Also called: Alt Data Analyst

Uses unusual data, like satellite photos of parking lots or credit card spending, to predict company results for investors.

A day in the life

You count cars in Walmart parking lots from satellite images and combine it with app download data to predict quarterly sales before the company reports.

Pay over a career

Starting
$95k
Typical
$145k
High
$240k

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

Training

Bachelor's degree (4-year), about 4 years after high school. Bachelor's in data science, statistics, economics or computer science.

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

Majors to look at: Data Science, Statistics, Economics.

Outlook

Growing faster than average. Fast-growing at hedge funds.

Will it last? Our AI estimate

Medium risk in 5 years, high in 10. AI processes satellite and spending data cheaply; finding new signals stays human, but fewer analysts are needed.

Start now, in high school

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

Official data: O*NET occupation 13-2051.

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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.