Related skills
sql machine learning roas pacing budget allocation📋 Description
- Own end-to-end ML models for ads bidding from framing to deployment.
- Build models for auction optimization, bid shading, and pacing.
- Define bidding/pacing strategies balancing advertiser ROI and platform health.
- Help shape the Ads Data team's roadmap and culture as an early member.
- Work with engineers, PMs, and designers to ship data-driven ad systems.
🎯 Requirements
- 2+ years of ML experience in ads, marketplaces, pricing, or auctions.
- Ownership of full ML lifecycle: scope to deployment and A/B tests.
- Strong programming skills.
- Experience with relational databases and SQL.
- Ability to lead model development without supervision.
- Strong communication in a collaborative team.
🎁 Benefits
- Equity and benefits eligible.
- Hybrid work schedule: 3 days in-office, SF-based.
- Remote work allowed up to 4 weeks/year.
- Opportunities to work with a global team.
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