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Tech Stack
Tools & technologiesSQLTableau
About the role
Key responsibilities & impact- Design, implement, and continuously refine marketing attribution models across all channels, ensuring they reflect the true complexity of the customer journey.
- Develop a framework to identify and account for second-order effects initiatives whose impact on brand awareness, funnel priming, or downstream conversion isn't directly attributable but is strategically significant.
- Define incrementality measurement approaches (geo holdouts, intent-to-treat analyses, synthetic controls) to evaluate the true causal impact of marketing investments beyond last-touch or even multi-touch models.
- Own attribution methodology decisions and communicate trade-offs clearly to stakeholders and leadership.
- Lead the implementation and maintenance of tracking infrastructure: pixel setup, tag management (Google Tag Manager or equivalent), and event tracking across web and app.
- Design and implement server-to-server (S2S) integrations to improve signal quality, reduce data loss from browser restrictions, and enhance campaign optimization inputs for paid media platforms.
- Audit and troubleshoot data discrepancies across tracking systems, ensuring data accuracy and integrity end-to-end.
- Manage and evolve the marketing analytics stack (GA4, Amplitude, third-party attribution tools, Databricks) and stay current on emerging measurement technologies and privacy-driven changes.
- Partner with Data Engineering and Product to improve event schemas, tracking coverage, and data pipeline reliability.
- Pull, structure, and analyze your own data independently building the analyses needed to reach conclusions and push initiatives forward, without relying on others to surface information.
- Develop and maintain dashboards and reports that give clear, actionable visibility into campaign performance, channel ROI, and attribution trends.
- Identify patterns and anomalies proactively; bring forward recommendations with a clear point of view, not just observations.
- Use advanced analytics to correlate marketing activities with business outcomes, providing the strategic inputs needed for budget allocation and channel mix decisions.
- Collaborate with Performance and Lifecycle marketing teams to translate attribution insights into concrete campaign optimizations.
- Conduct A/B and multivariate experiments to validate attribution assumptions and improve measurement accuracy over time.
- Help forecast marketing budgets based on attribution data and provide a clear framework for where to allocate spend for maximum ROI.
- Act as the internal expert on attribution and measurement educating teams on best practices and building shared understanding across marketing, data, and finance.
Requirements
What you’ll need- 5+ years of experience in marketing analytics, growth analytics, or a closely related field, with a strong track record of operating autonomously on complex, end-to-end projects.
- Deep technical expertise in tracking implementation: tag management (GTM or equivalent), pixel setup, event tracking across web and mobile, and server-to-server integrations for campaign signal optimization.
- Strong command of attribution modeling: multi-touch, data-driven, and incrementality-based approaches with the ability to articulate the limitations of each and when to apply them.
- Developed analytical sensibility for second-order effects: able to reason about indirect, non-attributable contributions of marketing initiatives and incorporate that thinking into budget and strategy recommendations.
- Proficiency in SQL and at least one BI/analytics tool (Databricks, Data Studio, Tableau, or equivalent); able to independently extract and model data without relying on data teams for every pull.
- Experience with web analytics platforms (GA4, Adobe Analytics) and behavioral analytics tools (Amplitude or equivalent).
- Solid understanding of digital marketing channels and their specific measurement challenges including paid social, SEM, programmatic, affiliate, and CRM.
- Experience with A/B testing and statistical analysis applied to marketing measurement.
- Clear, concise communicator: able to translate complex analytical findings into strategic recommendations for non-technical stakeholders and senior leadership.
- Detail-oriented and proactive, with a high standard for data accuracy and a bias toward action
- experience with statistical modeling, machine learning applied to marketing (e.g., MMM, propensity models), and mentorship of junior analysts.
Benefits
Comp & perks- Diversity & Inclusion
- reasonable accommodations during hiring process
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
marketing attribution modelsincrementality measurementgeo holdoutsintent-to-treat analysessynthetic controlsA/B testingstatistical analysisSQLstatistical modelingmachine learning
Soft Skills
clear communicationanalytical sensibilitydetail-orientedproactiveability to articulate limitationsindependent data analysiscollaborationstrategic recommendationsmentorshipbias toward action
