Staff Machine Learning Engineer, Shopping Ads
Tasks
- Apply state of the art machine learning in production
- Build and optimize conversion and value optimization models
- Design low latency and reliable serving systems
- Develop feature and representation strategies
- Drive cross team initiatives across ads and data systems
- Lead machine learning strategy and architecture for ads delivery
- Mentor engineers and technical leads
- Monitor and iterate model quality and performance
- Own end-to-end model development
- Set technical bar through architecture and experimentation standards
Perks/Benefits
- 401k employer match
- Family planning support
- Flexible vacation
- Gender-affirming care
- Global benefits programs
- Healthcare benefits
- Income replacement programs
- Mental health coaching
- Paid parental leave
- Paid volunteer time off
Skills/Tech-stack
Conversion modeling | Data Pipelines | Feature Engineering | Graph Neural Networks | Latency optimization | Learned Embeddings | Low Latency | Low-Latency Systems | Machine Learning | Model Deployment | Model Monitoring | Model selection | Multi-task Learning | Neural Networks | Observability | Offline evaluation | Online Experimentation | Online Inference | Prediction Quality | Ranking | Recommendation Systems | Reliability Engineering | Representation Learning | Retrieval | Throughput Optimization | Training pipelines | Transformers | Two Tower Models | Two-Tower | Value optimization
Education
N/A
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