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sql python machine learning experimentation causal inferenceπ Description
- Drive the data science roadmap for music video supply and measure ecosystem impact.
- Lead analytical projects with autonomy from hypothesis to senior leadership recommendations.
- Architect and own metrics balancing creator value, engagement, and business health.
- Lead data modeling/inference frameworks for content attribution and rights management.
- Conduct explorations to identify engagement drivers across content types and artist segments.
- Collaborate with ML/Engineering to build content classification, tagging, and distribution systems.
π― Requirements
- 7+ years of experience as a data scientist.
- Degree in Mathematics, Statistics, Physics, or related field (or equivalent).
- Fluent in Python and SQL; uses AI tools (e.g., Cursor, Claude).
- Strong foundation in experimentation, causal inference, and EDA for product decisions.
- Own problems end-to-end from framing questions to delivering actionable recommendations.
- Experience applying ML or stats to content understanding, classification, or ranking.
π Benefits
- Health insurance
- Six months paid parental leave
- 401(k) retirement plan
- Monthly meal allowance
- 23 paid days off
- 13 paid flexible holidays
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