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sql python tensorflow pytorch rest apisπ Description
- Embedded Data Scientist in the Programmatic Experience Group; design ML models.
- Own data pipelines, feature engineering, and real-time inference.
- Own end-to-end ML lifecycle: training, deployment, monitoring.
- Balance advertiser performance with publisher monetization.
- Collaborate with Product, DS, and Platform Eng; maintain autonomy.
- Drive high-leverage ML work impacting yield and inventory.
π― Requirements
- 5+ years in data science or ML engineering.
- 2+ years building ML models in programmatic advertising.
- Programmatic depth: RTB, header bidding, floor pricing.
- Production ML engineering: real-time inference, monitoring, SLO ownership.
- Data architecture: pipelines, feature stores, training infra.
- Technical skills: Python, SQL; ML libraries; Spark/Kafka; REST/gRPC.
- Experimentation: online A/B tests and results communication.
- Education: Bachelor's in quantitative field; Master/PhD preferred.
π Benefits
- Medical, Dental, and Vision insurance
- Flexible PTO
- Restricted Stock Units (RSUs) with 3-year vesting
- Coursera learning subscriptions
- Parental leave: 26 weeks primary, 13 weeks secondary
- Tech stipend for home office and internet
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