Senior Data Scientist, Trust – Inference

This is a fully remote position, open to applicants in United States.

📋 Description

• Develop and execute measurement and evaluation frameworks to assess the effectiveness of Trust defenses and identify areas for enhancement.

• Oversee the design and analysis of experiments and quasi-experiments in scenarios where traditional A/B testing may not be feasible.

• Create and refine statistical and Bayesian models that assess risk, estimate treatment impacts, and highlight measurement deficiencies.

• Offer causal interpretations of signals produced by machine learning systems.

• Derive insights regarding the efficacy of Trust defenses and convert them into strategic guidance for product roadmaps and policy decisions.

• Present leadership-ready research that includes thorough analysis, engaging data visualizations, and coherent narratives.

• Articulate methodological trade-offs to both technical and non-technical stakeholders across product, engineering, policy, and operations.

• Enhance and expand data science capabilities within the domain while contributing to the long-term vision of how scientific methods influence platform outcomes.

⛳️ Requirements

• Over 5 years of industry experience in a quantitative analysis position, holding a Master’s degree in a quantitative discipline, or a minimum of 2 years of experience with a PhD in relevant fields.

• Extensive knowledge in experimentation and causal inference methodologies.

• Strong understanding of Bayesian modeling, measurement techniques, uncertainty quantification, and decision-making processes.

• Demonstrated ability to design and manage experimentation programs in complex environments.

• Experience working collaboratively with and influencing cross-functional teams.

• Proficient in statistical programming and database management.

• Strong programming skills in SQL and either Python or R.

• Capability to convert intricate methodological findings into actionable insights and persuasive narratives.

• Excellent judgment in navigating uncertainty, defining problems, and driving impact through influence.

🏝️ Benefits

• Bonus eligibility

• Equity eligibility

• Comprehensive benefits package

• Employee Travel Credits

• Opportunities for occasional offsite attendance

• Disability accommodations available during the application and interview process