Engineering · Resume guide
Full-stack postings screen for one credible pairing (e.g. React + Node, or Django + Vue) rather than everything — resumes that name a coherent end-to-end stack with deployment experience beat long lists that claim both breadth and depth everywhere.
These terms appear repeatedly in real full stack developer 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 (Full Stack Developer titles are counted with Software Engineer in this sample) . 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 full stack developer bullets pair the role's vocabulary with a measured outcome. Use these as patterns — with your real numbers, never invented ones.
“Built and launched a B2B invoicing product end to end (React, Node.js, PostgreSQL, AWS) now used by 900+ paying businesses”
“Owned features from schema design to UI, shipping 30+ production releases/year with a two-engineer team”
Paste the full stack developer 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.
Name your primary stack as a unit ('React/Node/PostgreSQL') and show at least one project you carried from database to deployed UI. Postings screen for the specific stack pairing they run, so mirror the JD's combination when you honestly can.
The highest-weight terms for full stack developer 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.