Software Engineer · 6 min read · based on 500 postings
What 500 real Software Engineer postings actually require
We analyzed 500 recent Software Engineer job postings to find the skills, tools, and credentials that actually show up — and how often.
Job descriptions are noisy. To cut through it, we looked at 500 recent Software Engineer postings and counted how often each requirement actually appears. The result is a grounded picture of what hiring teams ask for — not what listicles assume.
The requirements that show up most
| Requirement | Share of postings |
|---|---|
| A mainstream backend language (e.g. Python, Java, Go) | 92% |
| Cloud experience (AWS, GCP, or Azure) | 74% |
| REST / API design | 68% |
| SQL and relational databases | 61% |
| CI/CD and automated testing | 54% |
| Containers (Docker / Kubernetes) | 43% |
What matters less than you think
- A specific university degree — named as a hard requirement in under 20% of postings.
- A long list of frameworks — most postings care about depth in one stack, not breadth.
- Years-of-experience thresholds — frequently listed, rarely enforced strictly.
How to use this
Map your resume against the top requirements above, weighted by how often they appear. The gaps that matter are the high-frequency ones you can't yet evidence. That is exactly what a HireForge score measures — per posting, with a transparent breakdown.