What's different about engineering resumes?
- Explicit tech stack: exact names (React, Kubernetes, PyTorch) — recruiters and ATS software search by terms, not descriptions.
- Quantified systems impact: scale, latency, uptime, cost. "Service handling 2M requests/day" says more than any adjective.
- Aggressive brevity: one page for most roles. Tech recruiters scan dozens of resumes a day.
- Live links: GitHub, LinkedIn, portfolio — in the header, clickable.
- Projects count: especially early-career, a shipped side project with public code is real experience.
Recommended structure
Summary and skills
Two lines positioning you ("Backend engineer, 6 years, distributed systems in Go and Kubernetes") followed by a focused skills section — 8–12 technologies you'd be comfortable being interviewed on, not everything you've ever installed.
Experience: systems and impact
For each role, lead with the systems you built and their measurable effect: "Redesigned the ingestion pipeline, cutting p99 latency from 800ms to 90ms." Include team size and your specific ownership — "led", "owned", "designed" mean different things.
Projects and open source
For juniors this section can outweigh experience: 2–4 projects with what problem they solve, the stack, and a link to code or a live demo. Meaningful open-source contributions belong here too.
Mistakes that sink engineering resumes
- The buzzword grocery list: 30 technologies with no context signals shallowness, not breadth.
- Duties instead of outcomes: "responsible for backend" says nothing; a latency number says everything.
- One resume for every job: reordering emphasis per posting dramatically changes response rates — and takes one click with AI tailoring.
- Burying the stack: if the posting wants Go and you have Go, it should be visible in the first five seconds.
Frequently asked questions
One page or two?
One page up to roughly 8 years of experience; two beyond that or for broad leadership scope. Never three.
Should I include my GitHub if it's not impressive?
Include it if it shows real work — even a few solid repos. An empty profile adds nothing; leave it out rather than link to tumbleweed.
How do I handle a career gap?
One honest line: studying, side project, family, travel. An explained gap reads fine; an unexplained hole invites questions.
Do grades and degrees matter?
Degree — yes, briefly. GPA — only if strong and you're early-career. After 3–4 years, shipped systems speak louder.