Machine Learning Platform Engineer
Tasks
- Build ML infrastructure and platforms
- Build model serving for high throughput and low latency
- Create evaluation and benchmarking infrastructure
- Deploy and manage model inference
- Design training and evaluation systems
- Develop data preparation and training pipelines
- Implement production observability monitoring tracing and alerting
- Improve reliability scalability latency and cost
- Orchestrate ML workflows and experimentation
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Data Pipelines | Distributed Systems | GPU Performance | Inference | JAX | LLM | Latency optimization | Machine Learning | Model Deployment | Model Evaluation | Model Inference | Monitoring | Observability | PyTorch | Python | Reproducibility | Retrieval | Throughput Optimization | Tracing | Vector Databases | Workflow Orchestration
Education
N/A
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