Senior Data Analyst, Marketing Measurement
New
A
AiraloTravel technology
This role is remote and open to candidates across our supported locations in Europe.Full-TimeSenior
Salary64,000 - 96,000 GBP per year
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Job Details
- Languages
- English is our main working language day to day, so you'll need to be comfortable communicating in it both in meetings and async.
- Experience
- 3+ years of experience in marketing measurement (attribution, incrementality or marketing mix modelling)
- Required Skills
- PythonSQLSnowflakeBigQuerydbt
Requirements
- Have 3+ years of experience in marketing measurement, including attribution, incrementality or marketing mix modelling.
- Show a track record of analysis that changed real budget decisions.
- Apply causal inference and experimental design, including randomized and quasi-experimental methods such as synthetic control and difference-in-differences.
- Use simulation-based power analysis to size and design tests, and understand when methods break down.
- Quantify uncertainty, explain it clearly and avoid overclaiming results.
- Have hands-on experience with marketing attribution models and reconciling platform-reported results with first-party data.
- Understand how experiments calibrate MMM and attribution, along with marginal returns, saturation and diminishing returns.
- Have expert SQL and Python skills, production-quality coding experience, and experience with BigQuery or Snowflake and a BI tool such as Lightdash or Looker.
- Design clean, tested and documented data models using dbt or similar, and work closely with Analytics Engineering.
- Use marketing and customer metrics including CAC, LTV, retention, funnel and cohort analysis, and support dashboards and self-serve BI.
- Influence senior stakeholders, shape roadmaps and explain decisions with a clear rationale.
Responsibilities
- Review marketing attribution models and methodology, reconcile platform-reported and first-party results, and document the approach.
- Design and maintain marketing data models for spend, attribution, orders and customer cohorts with Analytics Engineering.
- Support Growth and Marketing with campaign and market analysis, dashboards and AI-assisted analytics.
- Design and run geo experiments, from power analysis and market selection through success criteria and read-out.
- Co-own a quarterly incrementality test roadmap across channels and markets, and track tests through to decisions.
- Account for spillover, seasonality and small-market noise, and report incremental CAC and ROAS with uncertainty.
- Translate test results into investment guidance, including estimates of marginal returns and saturation by channel and market.
- Set and document causal measurement standards and explain how results calibrate attribution and MMM.
- Guide Growth, Acquisition and Finance from business questions to testable hypotheses and budget decisions.
- Build reusable experiment tooling and templates with Analytics Engineering and MarTech, documenting tests and decisions.
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