Machine Learning Platform Engineer
Tasks
- Build ML infrastructure platforms
- Build model serving infrastructure
- Create evaluation and benchmarking infrastructure
- Deploy and operate inference systems
- Design model training and evaluation systems
- Develop data preparation and training pipelines
- Enable experimentation and model release tooling
- Implement production observability monitoring tracing alerting
- Optimize reliability scalability latency throughput cost
Perks/Benefits
- N/A
Skills/Tech-stack
Cloud infrastructure | Distributed Systems | GPU Performance | JAX | LLM | Machine Learning | Machine Learning Pipelines | PyTorch | Python | Retrieval-Augmented Generation | SGLang | TensorRT-LLM | VLLM | Vector Databases | Workflow Orchestration
Education
N/A
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