Hands-on
2026-02 · Machine Learning/Expert
Explore a possible path
Design, develop, or supervise the production of materials, devices, or systems of unique molecular or macromolecular composition, applying principles of nanoscale physics and electrical, chemical, or biological engineering.
How does this connect to your interests? →A selection of source-listed tasks; duties vary by role and employer.
These source scores describe occupational work activities. They are separate from your personal test results.
2026-02 · Machine Learning/Expert
2026-02 · Machine Learning/Expert
2026-02 · Machine Learning/Expert
2026-02 · Machine Learning/Expert
2026-02 · Machine Learning/Expert
2026-02 · Machine Learning/Expert
Source-reported importance on a 1–5 scale. Try a course, project or conversation to learn what these skills involve.
Talking to others to convey information effectively.
2023-08
Using scientific rules and methods to solve problems.
2023-08
Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems.
2023-08
Understanding written sentences and paragraphs in work-related documents.
2023-08
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.
2023-08
Communicating effectively in writing as appropriate for the needs of the audience.
2023-08
Using mathematics to solve problems.
2023-08
Understanding the implications of new information for both current and future problem-solving and decision-making.
2023-08
Considering the relative costs and benefits of potential actions to choose the most appropriate one.
2023-08
Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
2023-08
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 · 2023-08. This category describes typical preparation, not your eligibility.
Source crosswalk connections are research leads, not required qualifications.
Chemical and Biomolecular Engineering →
Geotechnical and Geoenvironmental Engineering →
Laser and Optical Engineering →
Telecommunications Engineering →
Engineering Physics/Applied Physics →
Explore all related study fields →O*NET-SOC code 17-2199.09 · 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.