Director, Data Science
Tasks
- Apply causal measurement for decision making
- Build demand side algorithms
- Build supply side algorithms
- Develop retrieval augmented ranking and relevance systems
- Establish MLOps standards and quality bar
- Implement multi objective ranking
- Improve CTR and CVR prediction
- Lead model portfolio and delivery for onsite and offsite ads
- Mentor and grow data science team
- Optimize auctions and bidding
- Optimize budget allocation and pacing
- Own ads data science strategy and roadmap
- Partner with product and engineering to ship production systems
- Productize LLM and generative AI systems
- Run online experimentation and A B tests
Perks/Benefits
- 401k match
- Backup dependent care
- Employee assistance program
- Employee discounts
- Flexible spending accounts
- Paid sick leave
- Paid time off
- Parental leave
- Pet adoption reimbursement
- Telemedicine
- Unlimited PTO
Skills/Tech-stack
A/B | A/B Testing | Auction optimization | B testing | Budget Optimization | Causal Inference | Deep learning | Distributed Systems | Distributed Training | Embeddings | Experimentation | Language Models | Language Processing | Large Language Models | MLOps | Machine Learning | Multi-Objective Optimization | Natural Language | Natural Language Processing | Objective optimization | Online Experimentation | Pacing optimization | Prediction | Ranking | Real Time | Real-Time Bidding | Retrieval-Augmented Generation | RoAS Optimization
Education
Roles
Data Science | Data Science Director | Director | Head | Head of Data | Head of Data Science
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