Growth Analytics & Operations Lead
San FranciscoFull-timePosted 4w ago
About the role
Growth Analytics & Operations Lead responsible for measuring paid growth, building attribution, dashboards, LTV/CAC/payback models, running experiments, and optimizing marketing and growth budget across channels and platforms.
Responsibilities
- Own paid growth measurement: MMP (AppsFlyer), SKAdNetwork, deep link tracking, and measurement of CTV placements on Roku, Fire TV, Vizio and Samsung; verify MMP accuracy and fix drift.
- Design and automate reporting systems and dashboards for revenue, partnerships, and marketing campaigns across Snowflake and third-party tools (Google Ads, Meta, etc.).
- Build the LTV, CAC and payback model by platform and device, with early indicators; design and run incrementality tests (holdout, geo, pre/post).
- Build and monitor A/B tests and experimentation frameworks with Product and Data teams, applying statistical rigor.
- Identify and communicate actionable insights that drive user growth, partner success, and marketing ROI.
- Run budget operations: pacing, forecasting, and reconciliation across Meta, Google, Apple Search Ads and CTV platforms; collaborate on bid and budget changes and automate routine tasks.
- Financial modeling and deal analysis predicting efficacy and ROI; provide recommendations on CPI and CAC for opportunities.
- Build checks to catch broken pipelines or incorrect CAC numbers; maintain tracking integrity.
- Use AI daily to write and check queries, build automations, and pull reports; demonstrate practical AI usage.
Qualifications
- Bachelor’s degree in a quantitative or analytical field (Mathematics, Economics, Statistics, Engineering); MBA or MS a plus.
- 4 to 7 years in growth or marketing analytics, marketing operations, or media buy operations, including at least 2 years in a paid acquisition team at a consumer app, streaming, media or gaming company.
- Data native—fluent in SQL, comfortable in Snowflake (or similar), experienced in building analytics from 0→1 with automated dashboards (Looker, Mode, Tableau, or equivalent).
- Marketing Attribution Minded: own or run an MMP/attribution setup (AppsFlyer, Adjust, Branch), understand SKAdNetwork, lookback windows, deep linking; conducted incrementality or holdout tests.
- Experimentation-minded: design and interpret controlled tests, evaluate statistical significance, translate results to actionable outcomes.
- Business fluent: think in terms of unit economics, growth levers, and ROI.
- Have built or maintained an LTV or payback model used for spend decisions; Python or R is a plus.
- Proactive and hands-on; implement and raise flags early when blocked.
- Bonus: connected TV advertising, mobile gaming user acquisition, or ad-supported streaming.
- Genuinely AI native; daily use of AI tools to write/check queries and build automations; practical demonstration expected in interview.
Skills
Required:SQLSnowflakeAttribution & MMPA/B Testing & ExperimentationLTV/CAC/Payback ModelingDashboarding
Nice to have:Python/R
Benefits
- Competitive compensation and benefits
Last updated Sep 23, 2026. Interested? Apply on the company site.

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