Hands-on
2026-02 · Machine Learning/Expert
Explore a possible path
Biostatisticians
Develop and apply biostatistical theory and methods to the study of life sciences.
How does this connect to your interests? →A look at the work
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Calculate sample size requirements for clinical studies.
- Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
- Design research studies in collaboration with physicians, life scientists, or other professionals.
- Prepare tables and graphs to present clinical data or results.
- Write program code to analyze data with statistical analysis software.
A selection of source-listed tasks; duties vary by role and employer.
Interests involved in this work
These source scores describe occupational work activities. They are separate from your personal test results.
2.4 / 7
Investigative
2026-02 · Machine Learning/Expert
Creative
2026-02 · Machine Learning/Expert
Helping people
2026-02 · Machine Learning/Expert
Enterprising
2026-02 · Machine Learning/Expert
Organizing
2026-02 · Machine Learning/Expert
Skills to explore
Source-reported importance on a 1–5 scale. Try a course, project or conversation to learn what these skills involve.
Mathematics
Using mathematics to solve problems.
2021-08
Complex Problem Solving
Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
2021-08
Reading Comprehension
Understanding written sentences and paragraphs in work-related documents.
2021-08
Speaking
Talking to others to convey information effectively.
2021-08
Science
Using scientific rules and methods to solve problems.
2021-08
Critical Thinking
Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems.
2021-08
Active Learning
Understanding the implications of new information for both current and future problem-solving and decision-making.
2021-08
Judgment and Decision Making
Considering the relative costs and benefits of potential actions to choose the most appropriate one.
2021-08
Active Listening
Giving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times.
2021-08
Writing
Communicating effectively in writing as appropriate for the needs of the audience.
2021-08
Plan a small next step
Talk to someone doing this work, look for a supervised activity, and explore the subjects that interest you. Admission, licensing and current program requirements should be confirmed with the relevant institutions.
Source preparation category: Job Zone 5 of 5 · 2021-08. This category describes typical preparation, not your eligibility.
Related study fields
Source crosswalk connections are research leads, not required qualifications.
Educational Statistics and Research Methods →
Educational Assessment, Testing, and Measurement →
Educational Assessment, Evaluation, and Research, Other →
Epidemiology and Biostatistics →
Applied Mathematics, General →
Computational and Applied Mathematics →
Mathematical Statistics and Probability →
Explore all related study fields →Source & methodology
O*NET-SOC code 15-2041.01 · Database 31.0 · Retrieved Oct 14, 2026. Dates on individual observations describe their source periods.
How interest exploration matching works →Data: O*NET® 31.0 Database, U.S. Department of Labor, Employment and Training Administration. Used under CC BY 4.0. StudyIndex normalizes the presentation and adds exploration features; USDOL/ETA has not approved, endorsed or tested these additions.