Hands-on
2026-02 · Machine Learning/Expert
Explore a possible path
Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.
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.
Writing computer programs for various purposes.
2025-08
Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems.
2025-08
Considering the relative costs and benefits of potential actions to choose the most appropriate one.
2025-08
Determining how a system should work and how changes in conditions, operations, and the environment will affect outcomes.
2025-08
Understanding the implications of new information for both current and future problem-solving and decision-making.
2025-08
Understanding written sentences and paragraphs in work-related documents.
2025-08
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.
2025-08
Identifying measures or indicators of system performance and the actions needed to improve or correct performance, relative to the goals of the system.
2025-08
Generating or adapting equipment and technology to serve user needs.
2025-08
Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions.
2025-08
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 4 of 5 · 2025-08. This category describes typical preparation, not your eligibility.
Source crosswalk connections are research leads, not required qualifications.
Computer Programming/Programmer, General →
Computer Programming, Specific Applications →
Computer Programming, Vendor/Product Certification →
Computer Programming, Specific Platforms →
Modeling, Virtual Environments and Simulation →
Explore all related study fields →O*NET-SOC code 15-1252.00 · 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.