Engineering Manager, Machine Learning Platform
Tasks
- Build model deployment workflows
- Build model training systems
- Collaborate on architecture decisions
- Define machine learning platform roadmap
- Drive platform reliability and scalability
- Establish platform best practices
- Evaluate and adopt ML infrastructure technologies
- Implement low latency model serving
- Improve developer experience
- Lead platform engineers
- Manage GPU infrastructure
- Mentor and develop engineers
- Optimize performance and infrastructure costs
- Partner with machine learning and product teams
- Recruit and retain engineering talent
Perks/Benefits
- Employee stock purchase plan
- Flexible spending allowance
- Health coverage
- Inclusive workplace
- Remote-first
- Technology allowance
- Vacation and holiday time
Skills/Tech-stack
Cross-Functional Collaboration | Cross-functional | Data Quality | Deep learning | Distributed Systems | Engineering Management | Functional collaboration | GPU infrastructure | High Performance | High-Performance Computing | Large Scale Compute | Large-scale | Low Latency | Low-Latency Systems | Machine Learning | Model Evaluation | Model Serving | Model Training | Performance Computing | Reproducibility | Roadmap planning | Software Engineering | System Architecture | Technical leadership | Transformers
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