Customer story
Software engineer: when the CV undersold the codebase
A composite developer search — turning repo impact, on-call ownership, and latency wins into bullets recruiters scan.
“My GitHub was stronger than my CV. Once the bullets matched what I'd actually shipped, technical screens started matching my real work.”
Sam, a mid-level full-stack engineer, maintained internal services used by thousands of users but described work as “participated in agile ceremonies” and “worked on APIs.” Technical recruiters could not map bullets to stack or scale. GitHub showed meaningful contributions; the CV did not.
Gaps the CV hid
- No metrics — latency, error rates, deployment frequency absent
- Tech stack buried in a generic skills list
- On-call and incident leadership not mentioned
- Side projects listed without linking outcomes to role requirements
Changes
Sam rewrote three roles with action + system + result: reduced p95 latency on checkout API by 40%; led migration from monolith slice to services; owned weekly on-call rotation for payments pod. Job-description comparison surfaced “PCI” and “idempotency” for a fintech application — he added bullets on work he had already done but never named.
Outcome
Technical phone screens aligned better with actual experience — fewer mismatched trivia rounds. Sam still prepared for live coding separately. Offers depended on team fit and salary band, not CV wording alone.
Read software engineer CV guide and ATS checker vs analyser. Analyse your technical CV against a job ad.
Note: This story is a composite based on common patterns reported by Cvaluate users. Names, employers, and timelines are illustrative. Individual results vary — no tool guarantees interviews or offers.
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