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A resume that shows you shipped analysis, not just ran queries.

Tool stack at the top, bullets that lead with the business decision the analysis drove — not the tool you used.

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Jane Doe

Senior Software Engineer · Distributed Systems

jane@example.com+1 555 014 2234Brooklyn, NYjanedoe.devlinkedin.com/in/janedoegithub.com/janedoe

Summary

Senior engineer with 8 years shipping payments and identity infrastructure at scale. Led the migration that moved 40M daily auth events off a monolith, cutting p99 by 62%. Bias for small diffs, honest estimates, and writing things down.

Experience

Senior Engineer, Payments Platform · Stripe · Remote
2022-04 – Present
  • Architected the idempotency layer powering 14M/day charge retries; reduced duplicate-charge incidents from 3/qtr to 0
  • Led a 4-engineer team rebuilding the disputes state machine in Rust — shipped behind flag, zero customer-visible regressions
  • Authored the internal "Quiet Deploys" standard now adopted across 8 teams
Software Engineer · Segment · San Francisco, CA
2019-08 – 2022-03
  • Built the schema-evolution pipeline that de-risked 200+ customer schema changes/month
  • Cut p99 on the event delivery path from 820ms to 310ms by restructuring the dispatcher pool
  • Mentored 3 engineers into mid-level promotions

Projects

stabledepsgithub.com/janedoe/stabledeps
  • OSS pnpm plugin that catches transient registry failures before they corrupt lockfiles — 2.1k stars

Education

Carnegie Mellon University · B.S., Computer Science
2014 – 2018

Honors thesis on lock-free data structures. GPA 3.87.

Skills

Languages: Rust, Go, TypeScript, Python
Infra: Postgres, Kafka, Redis, Kubernetes, Temporal
Practices: Incident response, Design reviews, Mentorship

Certifications

AWS Solutions Architect — Professional — Amazon Web Services
2024
Certified Kubernetes Administrator — CNCF
2023

Why this matters

Analyst resumes that just list tools ("proficient in SQL, Tableau, Python") say nothing about judgment. Hiring managers want to see what business decision your analysis drove — the query was the easy part.

Section order

Put the right things at the top.

Hiring managers for data analysts read top-down and stop early. We surface the sections they care about first.

  1. 01Summary
  2. 02Skills
  3. 03Experience
  4. 04Projects
  5. 05Education

Vocabulary the ATS scans for

Keywords that actually register.

SQLPythonRpandasTableauLookerPower BIdbtSnowflakeBigQueryRedshiftAirflowETLA/B testingregressioncohort analysisfunnelLTVchurnretentionKPI dashboardstakeholderinsightsdata qualityself-serve analyticsstatistics

Bullet starters

Lead with verbs like these.

ShippedBuiltIdentifiedReducedGrewAutomatedValidatedQuantified

Numbers to quantify

Revenue/cost impact from decisions the analysis supported, dashboard users enabled, query runtime reductions, pipelines automated, report cycle time saved, stakeholder teams served, model accuracy gains.

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