MTS - Machine Learning
Tasks
- Architect custom model training and fine tuning jobs
- Build and maintain data and solution pipelines
- Design and optimize data structures for AI and agentic solutions
- Design autonomous AI agents for multi step reasoning and tool execution
- Implement CI CD pipelines for machine learning and AI agents
- Optimize distributed training throughput and memory efficiency
- Orchestrate LLM interactions with frameworks and internal systems
- Profile and debug GPU performance bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | Autogen | BF16 | Big Data | CI/CD | CUDA | CUDA programming | CrewAI | Data Pipelines | Data-parallel | DeepSpeed | Distributed Data Parallel | Distributed data | Docker | ETL | FP16 | FSDP | Function Calling | GPU Architecture | GenAI | Git | Java | Jenkins | Kubernetes | LangChain Tool Use | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | LoRA | Machine Learning | Mixed Precision | Model Parallelism | NVLink | Nsight Systems | PEFT | Prompt engineering | PyTorch | PyTorch Profiler | Python | QLoRA | Tensor cores | TensorRT-LLM | Tool use | Triton | VLLM
Education
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