Lead ML Inference Engineer, Advertising
Tasks
- Adopt inference framework and ML hardware acceleration advancements
- Collaborate with distributed teams to improve ML serving systems
- Ensure system model performance reliability and scalability
- Identify and resolve performance bottlenecks and reliability issues
- Lead inference platform design and development
- Optimize end to end online inference performance
- Oversee monitoring observability and tooling for online inference
Perks/Benefits
- Disability benefits
- Equity awards
- Health insurance
- Life insurance
- Paid time off
- Parental leave
- Retirement benefits
- Wellness benefits
Skills/Tech-stack
Co-design | Distributed Systems | GPU Acceleration | Hardware-Software Co-design | Hardware/software | High Performance | High Throughput | High-Performance Computing | High-Throughput Systems | Inference | Low Latency | Low-Latency Systems | ML system deployment | Machine Learning | Model Optimization | Monitoring | Observability | Performance Computing | Recommender Systems | Reinforcement Learning | Software Co-design | System Deployment
Education
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