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Lead econometric and experimental analysis to understand how risk changes in complex human–AI systems. Focus on measuring the magnitude and impact of risk shifts in a fast-paced, rapidly evolving operational environment. Design experiments and observational studies to identify causal drivers and analyze changes in risk across a wide range of surfaces and sources. Analyses will directly inform prioritization and strategic risk management across the company.
Job Responsibility:
Own the design and execution of experimental and observational analyses used to assess strategic risk
Develop econometric approaches to estimate the impact of product, policy, and external developments on key risk vectors
Translate strategic risk questions into testable hypotheses and sound study designs
Design and deploy A/B tests, as well as pseudo-experimental studies, to measure changes in risks and understand underlying mechanisms
Identify, test, and explain product-driven, event-driven, or signal-driven changes in risk
Establish baselines and statistical confidence around core metrics to size these problems
Partner across teams to track strategic risks, identify opportunities for intervention, and develop analyses to evaluate those interventions
Requirements:
3–6+ years in econometrics, causal inference, or experimental research
Comfort owning ambiguous analyses with large-scale influence
Strong in experimental design, observational methods, and statistical reasoning
Write solid Python and SQL
Experience delivering zero-to-one analyses and scaling them from concept through deployment
Communicate data-driven findings clearly, including uncertainty and trade-offs, to non-technical partners and leadership
Nice to have:
Experience in trust and safety, integrity, operational security, intelligence analysis or other quantitative risk-focused domains
What we offer:
Medical, dental, and vision insurance for you and your family, with employer contributions to Health Savings Accounts
Pre-tax accounts for Health FSA, Dependent Care FSA, and commuter expenses (parking and transit)
401(k) retirement plan with employer match
Paid parental leave (up to 24 weeks for birth parents and 20 weeks for non-birthing parents), plus paid medical and caregiver leave (up to 8 weeks)
Paid time off: flexible PTO for exempt employees and up to 15 days annually for non-exempt employees
13+ paid company holidays, and multiple paid coordinated company office closures throughout the year for focus and recharge, plus paid sick or safe time (1 hour per 30 hours worked, or more, as required by applicable state or local law)
Mental health and wellness support
Employer-paid basic life and disability coverage
Annual learning and development stipend to fuel your professional growth
Daily meals in our offices, and meal delivery credits as eligible
Relocation support for eligible employees
Additional taxable fringe benefits, such as charitable donation matching and wellness stipends, may also be provided
Offers Equity
Performance-related bonus(es) for eligible employees