Staff Engineer Tech Lead Manager, ML Acceleration
Tasks
- Apply model optimization techniques
- Build and manage ML and infra team
- Collaborate with ML research training platform and product teams
- Define ML acceleration technical vision
- Define team goals priorities and roadmap
- Design and implement scalable ML acceleration solutions
- Implement hardware acceleration strategies
- Lead distributed training performance improvements
- Measure and report acceleration impact
- Optimize data pipeline and data loader
- Provide technical mentorship and career development
Perks/Benefits
- 401k match
- Dental insurance
- Health savings account
- Life insurance
- Medical insurance
- Pet insurance
- Vision insurance
Skills/Tech-stack
AWS | Azure | C++ | Cloud Computing | Distributed Systems | Google Cloud | JAX | MLOps | Machine Learning | Neural Networks | Performance optimization | PyTorch | Python
Education
N/A
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