Equipment Data Foundation Model Specialist
Core
Lead the development of customized Large Language Models (LLMs) and architect intelligent reasoning systems using IoMT and related datasets to power next-generation digital capabilities.
Role type
Senior technical leader / Applied Machine Learning Architect (LLMs & GenAI)
Builds
Custom LLMs, agentic systems, reasoning frameworks, and GenAI solutions for enterprise digital capabilities.
Domain
Healthcare technology (IoMT) and Generative AI
Deliverable
production ML models
Required skills
LLM fine-tuning, prompt engineering, GenAI development, statistical modeling, NLP, optimization, Python, distributed data tools (Spark, Ray), model evaluation, PEFT, RL, Chain-of-Thought
Preferred skills
Master's or Ph.D. in CS/AI, 6+ years in advanced analytics/AI on cloud platforms, deep learning with NLP focus, agent-based systems, reinforcement learning, long-context/multimodal models
Technologies
Hugging Face, LangChain, AWS Bedrock/SageMaker, OpenAI, Anthropic, Azure, Google Cloud
Responsibilities
Define analytical strategies for high-value business problems; lead end-to-end LLM development from data strategy to deployment; design custom LLMs with instruction tuning and RAG; collaborate with engineering to operationalize models; mentor data scientists and establish technical standards; partner with leadership to define AI roadmaps.
Seniority
Senior, hands-on IC with leadership and mentorship responsibilities