Engineering · Resume guide
Software engineer resumes are screened for a concrete stack, system-level ownership, and measurable outcomes — recruiters filter on languages and frameworks first, then hiring managers look for evidence you shipped and maintained real systems.
These terms appear repeatedly in real software engineer job descriptions. Use the exact forms below where your experience honestly supports them — exact matches rank; paraphrases often don't.
Share of 1,252 live software engineer postings in our 15 August 2026 snapshot . Front-load the ones your target job description actually names.
| Skill | Share of postings |
|---|---|
| Python | 33% |
| Machine Learning | 22% |
| AWS | 22% |
| Kubernetes | 22% |
| TypeScript | 20% |
| Java | 19% |
| React | 19% |
| CI/CD | 18% |
| Go | 18% |
| PostgreSQL | 15% |
| JavaScript | 13% |
| GCP | 13% |
Public ATS boards (Arbeitnow, Greenhouse, Ashby, Google Careers, Lever, RemoteOK, Remotive). Not LinkedIn or Indeed. Snapshot, not a forecast — always mirror the posting in front of you.
Strong software engineer bullets pair the role's vocabulary with a measured outcome. Use these as patterns — with your real numbers, never invented ones.
“Designed and shipped a REST API serving 1.2M requests/day in Python and PostgreSQL, cutting p95 latency from 800ms to 210ms”
“Reduced production incidents 40% by introducing code-review checklists and raising unit test coverage from 45% to 82%”
Paste the software engineer job description you're targeting and extract its required skills and repeated phrases.
Rephrase your real experience with the posting's exact terminology — same work, their words.
Reorder your summary, skills, and top bullets so this role's priorities lead.
Verify: check your match score and remaining keyword gaps before submitting.
Lead with the languages and frameworks the JD names, then prove depth with 2–3 quantified system outcomes (latency, scale, reliability). A generic 'knows many languages' list ranks worse than a focused stack that matches the posting.
The highest-weight terms for software engineer postings currently include: Python, Machine Learning, AWS, Kubernetes, TypeScript, Java. The definitive list is always the specific job description — paste it into a free keyword check to see exactly which terms your resume shows and which it's missing.
Extract the job description's required skills and repeated phrases, then rephrase your real experience using those exact terms — lead your summary and top bullets with what that posting emphasizes. Never add skills you don't have; keep genuine gaps visible and address them honestly.
Upload your resume, paste the job description, and get your free ATS match score with every missing keyword — then a tailored, ATS-safe rewrite without fabrication.