Machine Learning Platform Engineer
Tasks
- Build ML infrastructure platforms
- Build reproducible data pipelines and workflow orchestration
- Create model evaluation benchmarking and regression detection
- Design model training evaluation deployment systems
- Develop model serving inference infrastructure
- Enable faster experimentation for AI teams
- Implement production observability monitoring tracing alerting
- Improve AI reliability scalability latency throughput cost
- Optimize distributed systems performance and bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Benchmarking | Cloud infrastructure | Data Pipelines | Distributed Systems | Evaluation | GPU Computing | JAX | LLM | Machine Learning | Model Deployment | Model Inference | Monitoring | Observability | PyTorch | Python | Retrieval | TensorRT | Tracing | Vector Databases | Workflow Orchestration
Education
N/A
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