Staff Machine Learning Engineer, GenAI Platform
Tasks
- Analyze bottlenecks for performance and cost efficiency
- Architect fault tolerant distributed training systems
- Architect multimodal data ingestion pipelines
- Build evaluation and benchmarking infrastructure
- Build self serve LLM fine tuning workflows
- Create automated regression detection and metrics tracking
- Design automated recovery cluster monitoring checkpointing
- Implement production grade LLM training pipelines
- Implement throughput optimization and dynamic batching
- Mentor engineers and lead MLOps culture
- Optimize inference heavy evaluation patterns
- Propose and lead LLM platform architecture
Perks/Benefits
- 401k employer match
- Family planning support
- Flexible vacation
- Gender-affirming care
- Healthcare benefits
- Income replacement programs
- Mental health & coaching benefits
- Paid parental leave
- Paid volunteer time off
- Professional development
Skills/Tech-stack
CUDA | DeepSpeed | Distributed Systems | Docker | FSDP | Go | Kubernetes | LLM | MLOps | MLflow | Megatron-LM | Python | Ray | TensorRT-LLM | VLLM
Education
N/A
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