Problem solving — a core tech skill
Skill type: Work activity
What this skill is
Complex problem solving and decision making competency shared across technical roles.
Roles that need it
Importance below is the source-backed role-skill rating recorded in our seed data (1–5). It describes how central the skill is to the role, not pay or hiring odds.
| Role | Importance | Role page |
|---|---|---|
| Project Manager | Rated 4/5 importance for Project Manager (O*NET) | Project Manager |
| Sales Engineer | Rated 4/5 importance for Sales Engineer (O*NET) | Sales Engineer |
| Sustainability Technology Specialist | Rated 4/5 importance for Sustainability Technology Specialist (O*NET) | Sustainability Technology Specialist |
| Technical Program Manager | Rated 4/5 importance for Technical Program Manager (O*NET) | Technical Program Manager |
| Data Engineer | Rated 3/5 importance for Data Engineer (O*NET) | Data Engineer |
| Field Network Technician | Rated 3/5 importance for Field Network Technician (O*NET) | Field Network Technician |
| Full-Stack Developer | Rated 3/5 importance for Full-Stack Developer (O*NET) | Full-Stack Developer |
| IT Business Analyst | Rated 3/5 importance for IT Business Analyst (O*NET) | IT Business Analyst |
| Machine Learning Engineer | Rated 3/5 importance for Machine Learning Engineer (O*NET) | Machine Learning Engineer |
| QA Test Engineer | Rated 3/5 importance for QA Test Engineer (O*NET) | QA Test Engineer |
| Software Developer | Rated 3/5 importance for Software Developer (O*NET) | Software Developer |
| Technology Customer Success Manager | Rated 3/5 importance for Technology Customer Success Manager (O*NET) | Technology Customer Success Manager |
How to build it
Problem solving is a work-activity skill — built through practice more than purchase. You build it by working through genuinely hard, open-ended problems and reviewing your own reasoning, not through a single purchase. The cited credentials below can structure that practice around a published set of objectives, but no credential or course can guarantee the skill or a job; the practice is what builds it.
For structured course options, see the AI Learning Programs catalog at /ai-learning-programs. Courses listed there are learning programs, not certifications.
Sources
- U.S. Bureau of Labor Statistics — Employment Projections Skills Data: https://www.bls.gov/emp/data/skills-data.htm
- National Center for ONET Development — ONET 30.3 Database: https://www.onetcenter.org/database.html