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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and deploying machine learning and AI solutions for advertising measurement, leveraging extensive experience in data science and statistical marketing models. Proven ability to collaborate with cross-functional teams and communicate complex methodologies effectively.
Highest-signal resume keywords
Machine Learning Solutions DevelopmentStatistical Marketing Models ApplicationPython Programming ProficiencyCausal Inference ExpertiseProject Ownership and Deployment
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Work with product stakeholders to develop prototypes and take early-stage ideas through to production
- Take ownership of core advertising measurement products to expand capabilities and push performance boundaries
- Explore data and systems, prototype ideas, run experiments to validate them, and propose new products or advancements
- Collaborate closely with engineering and product teams to expand the causal inference and attribution-based measurement platform
- Conceptualize, develop, and deploy core machine learning and AI solutions powering advertising measurement products
- Leverage data science, machine learning, and AI on petabytes of data
- Collaborate with data analysts, account managers, product teams, and engineering to develop solutions that maximize ROI
Requirements
What you’ll need- Bachelors in Statistics, Computer Science, Economics, Operations Research, or similar quantitative field (graduate degree preferred)
- Solid understanding of modern data science, AI and machine learning
- At least 5 years of experience applying modern statistical marketing models, Bayesian statistics, and causal inference to solve complex, data-driven problems
- Programming proficiency, preferably Python, its data science stack, and SQL, and desire to write production code
- Excellent communication skills and ability to present methodologies and findings to audiences with varying technical backgrounds
- Proven track record of owning projects and outcomes from research and prototyping through production deployment
- Experience using Claude Code, Codex or similar
- Experience with agentic development
Benefits
Comp & perks- Competitive salary
- Stock options
- Flexible vacation
- Medical insurance
- Dental insurance
- Flexible Spending Account (FSA)
- Company Matched 401(k)
- Unlimited PTO (Within reason)
- Agile Development Program (For continued learning/professional development)
- Paid Paternity & Maternity Leave
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 ScienceMachine LearningBayesian StatisticsCausal InferenceStatistical AnalysisSQLPrototypingProduction Code WritingAdvertising MeasurementAgentic Development
Soft Skills
Excellent Communication SkillsCollaborationProblem-Solving
Tools & Technologies
Claude CodeCodexData Science Stack
Industry Keywords
Advertising MeasurementROI MaximizationQuantitative AnalysisProduct DevelopmentExperimental Validation