Software development — a core tech skill
Skill type: Technical
What this skill is
Programming and software construction skill for developer engineering and automation 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 |
|---|---|---|
| Full-Stack Developer | Rated 5/5 importance for Full-Stack Developer (O*NET) | Full-Stack Developer |
| Software Developer | Rated 5/5 importance for Software Developer (O*NET) | Software Developer |
| Data Engineer | Rated 4/5 importance for Data Engineer (O*NET) | Data Engineer |
| QA Test Engineer | Rated 4/5 importance for QA Test Engineer (O*NET) | QA Test Engineer |
| Business Intelligence Developer | Rated 3/5 importance for Business Intelligence Developer (O*NET) | Business Intelligence Developer |
| DevOps Engineer | Rated 3/5 importance for DevOps Engineer (O*NET) | DevOps Engineer |
| Machine Learning Engineer | Rated 3/5 importance for Machine Learning Engineer (O*NET) | Machine Learning Engineer |
How to build it
Software development is a hands-on skill — built by doing it, not by reading about it. You build it by writing, testing, and shipping real code — and reading a lot of other people's, 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