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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in data science and quantitative analysis, with a strong focus on experimental design, A/B testing, and causal inference methods. Capable of translating complex data insights into actionable business strategies while collaborating effectively with cross-functional teams.
Highest-signal resume keywords
Data Science ExperienceExperimental Design MasteryCausal Inference ExpertiseStrong Coding SkillsExceptional Communication Skills
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
A/B TestingCausal Inference MethodsForecastingSpend Allocation OptimizationMarketing IncrementalityAttribution AnalysisMetrics Framework DevelopmentStatistical AnalysisData TranslationHypothesis Development
Soft Skills
Problem-SolvingInfluencing Without AuthorityCollaborationAdaptabilityStorytelling
Tools & Technologies
ML ApplicationsRecommendation SystemsPersonalization AlgorithmsData Visualization ToolsStatistical Software
Industry Keywords
Quantitative AnalysisBusiness StrategyStakeholder EngagementDecision-Making FrameworksOrganizational Change
About the role
Key responsibilities & impact- Proactively identify gaps in how the business approaches problems
- Partner with stakeholders to frame foundational questions and build solutions
- Design, build, and own forecasting, spend allocation, marketing incrementality, and attribution tools
- Design and execute A/B tests and complex causal inference analyses
- Own hypothesis development, experiment design, and results interpretation
- Build metrics frameworks and measurement strategies
- Collaborate with the ML organization on complex technical challenges
- Translate ambiguous business problems into decision-making frameworks
- Own work end-to-end from scoping and analysis through storytelling and organizational change
- Influence engineering, product, finance, and executive leadership without direct authority
Requirements
What you’ll need- 8+ years of experience in data science or quantitative roles with direct impact on product or business strategy
- Demonstrated mastery of experimental design and A/B testing
- Deep statistical expertise, including causal inference methods
- Strong coding skills
- Track record of translating data into actionable business decisions with non-technical stakeholders
- Comfort operating in ambiguous environments and shaping direction through thoughtful inquiry
- Exceptional communication skills and ability to translate complex technical work into clear narratives
- Exposure to ML applications and ability to partner with ML/data science teams on technical challenges
- Familiarity with personalization, recommendation systems, or matching algorithms
- Experience with forecasting, spend allocation optimization, marketing incrementality, or attribution is highly preferred
Benefits
Comp & perks- Competitive compensation, including base pay, bonus opportunities, and annual equity grants that vest quarterly
- Retirement benefits including a 401(k) or Group Retirement Savings Plan with a company match of $2 for every $1 contributed, up to $15,000 annually
- Employee Stock Purchase Plan (ESPP) with discounted stock purchase options for eligible employees (US only)
- Comprehensive medical, dental, vision, and wellness coverage/resources
- Supplemental health coverage for Canada
- Health Savings Account contributions for eligible plans (US only)
- Life insurance and disability coverage
- Paid time off, sick leave, and company holidays
- Paid family and parental leave
- Family-centered fertility, parenthood, and caregiving benefits
- Employee Assistance Program (EAP) with mental health support and life-centered resources
- Financial planning tools and financial concierge service (US only)
- Annual wellness allowance
- Annual productivity allowance for relevant tools and resources
- Team events, all-company updates, and employee resource groups (ERGs)
- Catered lunches and stocked micro-kitchens at offices in the Bay Area, Austin, Columbus, and New York City
