Machine Learning Engineer (Generative AI)
Core
Develop and align large language models and generative AI solutions to accelerate scientific discovery, materials research, and hardware design.
Role type
Senior IC machine learning engineer (generative AI)
Builds
Domain-specific LLMs and generative models for materials science and scientific discovery
Domain
Materials science and semiconductor manufacturing
Deliverable
production ML models
Required skills
LLM pretraining, supervised fine-tuning (SFT), post-training alignment (RLHF), model evaluation, Python, PyTorch, TensorFlow, scientific data processing
Preferred skills
Research background in AI/ML, experience with structured/unstructured scientific data, ability to publish original research
Technologies
PyTorch, TensorFlow, LLMs
Responsibilities
Develop, pretrain, fine-tune, and align LLMs for scientific data; Innovate post-training methods and evaluation; Design generative approaches for materials discovery; Collaborate with scientists to identify AI applications; Build and curate scientific datasets and benchmarks; Stay current with AI advances and publish research; Mentor junior team members
Seniority
Senior, hands-on IC