Growth hiring is judged on experiment velocity, channel ownership, and proof you can move metrics that matter. The resumes that land show all three with specific deltas — not just "ran experiments."
A growth marketer resume gets ranked in seconds. These are the five signals a recruiter (and an LLM-ranked ATS) checks before deciding whether to keep reading.
Every strong growth marketer bullet follows the same shape: action verb → what you built → who it was for → a number that proves the impact. Use these patterns as a scaffold, not a script.
Pattern
Ran [N] experiments in [funnel stage] over [period], shipping [N] winners
Example
Ran 22 experiments on the activation funnel over a quarter, shipping 6 winners with a combined +18% lift to day-7 retention
Pattern
Launched [channel] driving [outcome] at [efficiency metric]
Example
Launched a Reddit Ads program driving 380 trials/month at a $9 CPA, beating Google Search by 22% on the same audience
Pattern
Killed [program] saving [cost] after experiment showed [result]
Example
Killed a $40k/month influencer program after a holdout test showed a flat lift on attributed signups
Skills section — what to keep
Recruiters skim skills sections for the keywords the JD mentioned by name. Lead with the hard skills, group your tools, and keep soft skills short.
Hard skills
Experimentation design
Funnel analysis
Paid acquisition
Lifecycle / retention
Pricing tests
Tools
Amplitude
Mixpanel
PostHog
GrowthBook
Statsig
Optimizely
Customer.io
Looker
SQL
Soft skills
Cross-team partnership with PM + eng + design
Pitfalls that get growth marketers filtered
Listing experiments without saying which won
Calling channels "explored" — say what you launched and what shipped
Skipping the kill-decisions — they're a maturity signal
Listing tools instead of the experiments you ran on them
Frequently asked
Do I need SQL for a growth role?
Yes for almost every modern growth role. Even basic SQL means you can answer your own questions about the funnel.
How do I show experiment velocity?
Number of experiments per quarter, win rate, and cumulative lift. "22 experiments, 6 winners, +18% to retention" is a strong line.
Is growth marketer the same as growth product manager?
Overlapping. Growth marketer leans channel + creative; growth PM leans product surface + experimentation. Match the JD.
Build this resume in HireDrive.
The free resume builder uses these patterns as defaults. The free resume checker tells you which lines a growth marketer recruiter would skim past. No account needed for either.