Hands-on
2026-02 · Machine Learning/Expert
Explore a possible path
Natural Sciences Managers
Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields.
How does this connect to your interests? →A look at the work
- Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.
- Design or coordinate successive phases of problem analysis, solution proposals, or testing.
- Plan or direct research, development, or production activities.
- Review project activities and prepare and review research, testing, or operational reports.
- Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.
- Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.
- Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.
- Prepare project proposals.
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.
2.7 / 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.
Science
Using scientific rules and methods to solve problems.
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
Reading Comprehension
Understanding written sentences and paragraphs in work-related documents.
2021-08
Critical Thinking
Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems.
2021-08
Monitoring
Monitoring/Assessing performance of yourself, other individuals, or organizations to make improvements or take corrective action.
2021-08
Writing
Communicating effectively in writing as appropriate for the needs of the audience.
2021-08
Speaking
Talking to others to convey information effectively.
2021-08
Complex Problem Solving
Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
2021-08
Judgment and Decision Making
Considering the relative costs and benefits of potential actions to choose the most appropriate one.
2021-08
Management of Personnel Resources
Motivating, developing, and directing people as they work, identifying the best people for the job.
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.
Engineering Physics/Applied Physics →
Biology/Biological Sciences, General →
Radiation Biology/Radiobiology →
Biochemistry and Molecular Biology →
Explore all related study fields →Source & methodology
O*NET-SOC code 11-9121.00 · 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.