MTS, AI Engineering, SMAI
Tasks
- Analyze and profile workloads to identify bottlenecks
- Architect large scale model training and fine tuning jobs
- Collaborate on GPU hardware feature requirements
- Design autonomous AI agents for tool execution
- Implement performance regression testing
- Mentor engineers on parallel programming
- Optimize training throughput and memory efficiency
- Write and optimize high performance CUDA kernels
Perks/Benefits
- N/A
Skills/Tech-stack
Autogen | BF16 | C++ | CI/CD | CUDA | Data-parallel | DeepSpeed | Distributed Data Parallel | Distributed data | Docker | FP16 | FSDP | Fully Sharded Data Parallel | Git | HIP | Jenkins | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | LoRA | Megatron-LM | Mixed Precision | Model Parallelism | NVLink | PEFT | PyTorch | QLoRA | TensorRT-LLM | Triton | VLLM
Education
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