AI Research and Development Engineer
Core
Research and development of advanced LLM/VLM capabilities for semiconductor inspection technologies, translating research concepts into functional prototypes.
Role type
Senior IC AI Research and Development Engineer
Builds
Agentic AI solutions, advanced LLM/VLM models, and reusable platforms for engineering applications
Domain
Semiconductor inspection / Artificial Intelligence
Deliverable
production ML models
Required skills
End-to-end LLM/VLM training and fine-tuning, Data curation and preprocessing, Distributed training and multi-GPU environments, Transformer-based model architecture, Python and PyTorch, Model evaluation and benchmarking, Algorithm design and implementation
Preferred skills
Agentic AI system development, Parameter-efficient fine-tuning (LoRA/QLoRA), Synthetic data generation, Model serving and quantization, Semiconductor manufacturing knowledge
Technologies
PyTorch, Python, LLMs, VLMs, Transformers, Multi-GPU environments
Responsibilities
Own end-to-end LLM/VLM development workflows, Design and execute model adaptation strategies, Build and maintain high-quality training datasets, Establish evaluation and benchmarking frameworks, Develop innovative Agentic AI solutions, Collaborate with cross-functional teams to validate emerging technologies
Seniority
Senior, hands-on IC
