Senior Data Scientist / AI Engineer
Core
Design, prototype, and deploy AI/GenAI solutions (LLMs, agentic workflows) for semiconductor equipment components and devices.
Role type
Senior IC AI Engineer (LLM/GenAI)
Builds
Production AI solutions for semiconductor manufacturing equipment
Domain
Semiconductor / Materials Engineering
Deliverable
production ML models
Required skills
Python, TensorFlow/PyTorch/Keras, transformer architectures (BERT, GPT, LLaMA), fine-tuning (SFT, LoRA, adapters), prompt engineering, reinforcement learning, data preprocessing for large-scale unstructured data, MLOps (CI/CD, model versioning), cloud platforms (Azure), UNIX/Linux scripting
Preferred skills
LLM orchestration (LangGraph, LangChain, LlamaIndex), agentic workflows, RAG pipelines, AI-assisted coding tools, computer vision/multimodal models
Technologies
Python, TensorFlow, PyTorch, Keras, BERT, GPT, LLaMA, Databricks, MLflow, Delta Lake, Azure, LangGraph, LangChain, LlamaIndex
Responsibilities
Design and pretrain large-scale LLMs for text generation, summarization, and question answering; build AI/GenAI solutions at enterprise scale; troubleshoot software problems and develop test procedures; communicate with internal customers to understand project requirements
Seniority
Senior, hands-on IC
