Labor Market Data

The Science Jobs Paradox

Data science dominates the hype cycle, but technician roles still drive the bulk of lab hiring. Growth rate tells one story; annual openings tell another.

Projected Growth Rate vs. Annual Openings

Ten-year outlook (2024–2034) for science and data occupations

Growth rate (%)
Annual openings (hundreds)
Data: Bureau of Labor Statistics, Occupational Outlook Handbook
22,600
Annual openings for clinical lab techs — nearly matching data science — on just 2% growth

The Flashy Number

Data scientists see 34% projected growth — eight times the national average. But that's a rate, not a count.

The Quiet Pipeline

Clinical lab technicians and biological technicians together account for 31,700 openings per year — more than data science.

The Pay Gap

Data scientists earn $112,590 median. Biological technicians earn roughly $49,000. Same volume, different economics.

Median Pay by Role

May 2024 figures — the compensation landscape behind the openings

Data: Bureau of Labor Statistics