MTS, AI Engineering, SMAI
Tasks
- Analyze and profile workloads to identify bottlenecks
- Architect and execute large scale model training and fine tuning
- Collaborate with hardware architects on GPU features
- Design and deploy autonomous AI agents
- Implement performance regression testing suites
- Mentor engineers on parallel programming and optimization
- Optimize training throughput and memory efficiency
- Write and optimize GPU kernels
Perks/Benefits
- N/A
Skills/Tech-stack
Agent systems | Autogen | BF16 | C++ | CI/CD | CUDA | CUDA programming | Chain-of-Thought | DDP | Data-parallel | DeepSpeed | Distributed Data Parallel | Distributed data | Docker | FP16 | FSDP | Fully Sharded Data Parallel | Function Calling | Git | HIP | HPC | Java | Jenkins | Kubeflow | Kubernetes | LLM | LangChain Agents | LangGraph agents | Langchain | Langgraph | Llamaindex | LoRA | Megatron-LM | Mixed Precision | Multi-Agent | Multi-Agent Systems | PEFT | PTX | Prompt engineering | PyTorch | Python | QLoRA | Ray | SASS | Scikit-learn | Slurm | TensorFlow | TensorRT-LLM | Tool use | Triton | VLLM
Education
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