Mathematical Science Occupations, All Other
This job sits at the intersection of biology, coding, and statistics. People in it clean and analyze complex biological data, write scripts to pull information from scientific databases, and work closely with researchers and IT staff to make the data usable. The tradeoff is that the work is intellectually varied but highly specialized, and you have to keep up with new methods while handling a lot of detailed quality checks.
What This Role Looks Like in Practice
Mathematical Science Occupations, All Other sits in the Science category. In practical terms, this role combines day-to-day execution, cross-team coordination, and consistent decision-making under real business constraints.
U.S. employment is currently about ~5K workers, with a median annual pay of $71,490 and roughly 0.3K openings each year. Based on BLS projections, total employment is expected to grow from 5 K in 2024 to 5.2K in 2034.
Most hiring paths start with Bachelor's Degree in Biology, Computer Science, Mathematics, or Bioinformatics, and employers typically expect none of related experience. Many careers in this track begin around Research Assistant or Data Analyst and can progress toward Lead Computational Biologist. High-value skills usually include Reading Scientific Literature & Documentation, Python, R & Statistical Computing, and SQL, PostgreSQL & Database Querying, paired with soft skills such as Critical Thinking, Complex Problem Solving, and Writing.
Core Responsibilities
- Clean and analyze biological data, such as DNA, gene expression, or protein results, using statistical software.
- Meet with researchers, clinicians, or IT staff to figure out what data they need and how the analysis should be set up.
- Build checks that catch bad data early and write short guides so others can use the process correctly.
- Search biological databases and pull out the records needed for a study or project.
Keep exploring: more Science careers or browse all job titles.
A Day in the Life
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Pros and Cons
Career Progression
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Key Skills
Job Outlook and Trends
Employment is projected to rise from 5K to 5.2 K over the next decade, representing 4% growth. Around 0.3 K openings per year include both newly created roles and replacement hiring from turnover.
Remote availability is currently Moderate. Demand remains strongest where employers need practical domain knowledge plus modern workflow and data skills.