YOU’RE NEXT
Search another major
I graduate in

Data Science

🇺🇸 United States · Engineering
First to lose entry-level jobsAmong the riskiest 2% of 220 majors

My Major Lifespan

5 mo
00days 00:00:00:000

until AI starts shrinking hiring of this major’s graduates
Mar 24, 2027 · 178 days left

Likely range now – 1 yr 11 mo
Class of 2030: the hiring decline may start before you graduate
AI already produces the SQL queries, dashboards, and reports that used to go to new hires, and junior analyst hiring is starting to shrink. The Bureau of Labor Statistics' growth projection covers data scientist roles that require a master's degree, so it does not help the entry path for bachelor's graduates.

Major lifespan is the time left until AI is expected to start shrinking hiring of this major’s graduates. It doesn’t mean the major will disappear or that everyone will lose their job.

AI vs Humans: whose side are you on?

Entry-level hiringShrinking
Among majors3 / 220

Where graduates go

2030

Career paths · time left at graduation in 2030

Data ScientistHighAI replacement may begin before graduationSep 2029Data AnalystVery highAI replacement may begin before graduationMar 2028Data EngineerVery highAI replacement may begin before graduationMar 2029MLOps EngineerHigh3 moSep 2030

Data Science: how AI affects graduate hiring

A junior analyst usual first jobs, writing queries, building dashboards, and drafting reports, are already something AI tools produce directly, and hiring for those entry roles is starting to shrink. The strong growth often quoted for this field mostly describes data-scientist jobs that expect a masters degree, not the entry path most graduates take.

Which data-science jobs change first, and why?

Data-analyst roles built around writing queries and building dashboards feel this earliest, since AI tools already generate that output directly from a plain-language request. Data-engineer and MLOps roles, which keep the pipelines and infrastructure behind those dashboards running, hold up a little longer, since fixing a broken pipeline in production still takes a person who understands the whole system.

Why doesn't the strong outlook for data scientists help new graduates?

Growth projections for data-scientist jobs mostly describe roles that expect a master's degree and a few years of experience, not the analyst jobs a bachelor's graduate usually starts in. That means a favorable outlook headline can sit above a shrinking entry-level market for the same major.

What should a data-science student do instead of just modeling?

Learn to work with messy, real data instead of only clean class datasets, and get comfortable using AI tools to draft your own queries and reports so your value shifts to catching what they got wrong. Consider whether a master's degree fits your plans, since it opens the data-scientist roles this field's brighter outlook actually describes.

Written

Top 3 jobs to switch toShown after the test

Find jobs that fit you and can outlast AI in 3 minutes

Comments· English

Check a job instead

Sources

Sources describe work, regulations and education. AI replacement dates and scores are AI estimates, not predictions by the cited organizations. Methodology