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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in product data science, particularly for under-18 audiences, with a focus on developing measurement frameworks and analyzing user journeys to drive product strategy and improve user outcomes. Proficient in SQL and Python, with strong statistical judgment and experience in causal inference and cohort analysis.
Highest-signal resume keywords
SQLPythonCausal InferenceCohort AnalysisProduct Strategy
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Drive product data science across under-18 audiences, opportunities for children under 13, family experiences, and learning and education
- Help decide where OpenAI should invest, what it should build, and how success will be measured
- Understand audience needs, identify promising use cases, and turn evidence into product strategy
- Connect discovery and early product development with adoption, retention, and sustained user value
- Partner across Chat Product, Growth, Foundations, SafeSys, and other teams
- Size unmet needs and growth opportunities across audiences, use cases, and product experiences
- Help prioritize investments and sequence work based on user value, reach, evidence, and effort
- Develop audience-specific measurement frameworks covering activation, task success, learning progress, satisfaction, and durable retention
- Analyze journeys, funnels, and cohorts to identify value, friction, and retention drivers
- Combine behavioral data with surveys and user research to explain differences across ages, family roles, and learning contexts
- Design experiments and holdouts to evaluate product and model changes
- Apply causal methods when randomization is impractical and account for seasonality, audience composition, and segment-specific effects
- Recommend what to build, change, expand, or stop, including expected impact, uncertainty, and tradeoffs
- Follow through to assess whether product decisions achieved intended results
- Partner with engineering on instrumentation, dataset quality, and consistent audience definitions
- Create reusable analyses and dashboards
- Align teams on audience value, priorities, success criteria, and unresolved questions across multiple roadmaps
Requirements
What you’ll need- Record of influencing product strategy and improving user outcomes through hands-on data science
- Experience taking ambiguous questions through to decisions and measurable impact
- Strong SQL and Python skills
- Sound statistical judgment
- Practical experience with experiments, causal inference, cohort analysis, and measurement design
- Ability to define product value, validate imperfect proxies, and distinguish short-term metric movement from lasting improvement
- Clear communication and strong product judgment
- Ability to make recommendations, explain limitations, and influence cross-functional collaborators without formal authority
- Ability to set priorities independently across a broad scope
- Helpful experience with consumer product growth, youth or family products, learning and education, or generative AI
- Helpful experience measuring learning outcomes, combining quantitative and qualitative research, or evaluating products whose value emerges over time
Benefits
Comp & perks- Generous equity
- Performance-related bonus(es) for eligible employees
- 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)
- 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
- Multiple paid coordinated company office closures throughout the year
- Paid sick or safe time
- Mental health and wellness support
- Employer-paid basic life and disability coverage
- Annual learning and development stipend
- Daily meals in offices
- Meal delivery credits as eligible
- Relocation support for eligible employees
- Charitable donation matching
- Wellness stipends
- Overtime pay for non-exempt employees, consistent with applicable laws
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ScienceStatistical JudgmentMeasurement DesignExperiment DesignUser Research
Soft Skills
Clear CommunicationInfluencing Without AuthoritySetting Priorities
Tools & Technologies
DashboardsData Analysis Tools
Industry Keywords
Youth ProductsFamily ExperiencesLearning OutcomesGenerative AIConsumer Product Growth