Senior Data Scientist, Measurement

The role

You will lead modeling research for measurement initiatives including attribution, identity resolution, and tracking quality. You will own pipelines for end-to-end measurement and incrementality testing while driving measurement strategy.

What you will do

• Analyze current measurement solutions to identify weaknesses and opportunities.
• Use ML, graph networks, and AI to develop next-generation approaches.
• Develop testing environments to evaluate new models.
• Build proactive monitoring and SLOs for system health.
• Own deployment, testing, and monitoring.
• Implement incremental enhancements to existing processes.
• Measure impact and communicate results to stakeholders.
• Serve as technical owner for third-party identity partner evaluations.
• Translate complex findings into actionable narratives for Product, Engineering, and leadership.
• Drive technical measurement strategy for high-priority projects.

Required qualifications

• 5+ years of total experience, with significant, hands-on expertise in data-driven research and development.
• Proven track record in designing incrementality experiments, A/B testing, and assessing the impact of new initiatives.
• Proven ability to build production-grade pipelines.
• Fluent in Python/SQL.
• Bachelor's in a quantitative field (CS, Statistics, Math, Engineering, or similar).

Nice to have

• Master's/PhD preferred, or equivalent work experience
• Familiarity with ML-based entity resolution approaches: blocking strategies, embedding-based similarity, probabilistic matching, and hierarchical clustering.
• Experience with graph databases and graph analytics (Neo4j, Spanner, PuppyGraph, NetworkX, or similar) applied to identity or entity data.
• Deep understanding of multi-touch attribution (MTA) and cross-channel measurement.
• Experience with device fingerprinting, cross-device identity, or cookie-less identity resolution approaches.
• Experience evaluating third-party identity resolution or data enrichment vendors; familiarity with the external identity and measurement partner landscape.
• Exposure to affiliate marketing, ad tech, or performance marketing data environments and the identity challenges specific to those ecosystems.
• Familiarity with GCP tools (BigQuery, Vertex AI, Dataflow, Cloud Run) and/or Databricks/Spark for large-scale data processing.
• Knowledge of privacy-preserving identity techniques (differential privacy, hashing, clean rooms) and their implications for measurement.

Benefits

• Medical, Dental, and Vision insurance
• Office-only catered lunch every Thursday, a healthy snack bar, and great coffee
• Flexible spending accounts and 401(k)
• Responsible PTO policy
• Up to 12 fully covered therapy/coaching sessions per year
• Monthly gym reimbursement policy
• Restricted Stock Units (RSUs) with a 3-year vesting schedule
• Free Coursera subscription and PXA courses
• 26 weeks of fully paid leave for the primary caregiver
• 13 weeks fully paid leave for the secondary caregiver
• Technology stipend for home office setup
• Monthly allowance for internet expenses

About the company

impact.com is the world’s leading commerce partnership marketing platform. It enables businesses to discover, manage, and scale partnerships across the entire customer journey.