Senior Researcher
Core
Lead high-impact projects driving applied and theoretical advancements in AI, specifically applying AI to semiconductor design and conducting fundamental research.
Role type
Senior Researcher (AI/ML)
Builds
Novel algorithms and solutions for semiconductor design optimization and broader scientific applications
Domain
Artificial Intelligence, Machine Learning, Semiconductor Design
Deliverable
production ML models | research
Required skills
Machine learning algorithms, Python, C++, research project leadership, grant writing, academic publishing
Preferred skills
Optimization, reinforcement learning, large language models, chip design, deep learning frameworks (TensorFlow, Pytorch, JAX)
Technologies
Python, C++, TensorFlow, PyTorch, JAX
Responsibilities
Lead significant research projects in machine learning and artificial intelligence, Develop and implement novel algorithms and solutions for team and company initiatives, Provide technical guidance and mentorship to junior staff and research interns, Set and refine research directions in collaboration with team leadership, Build and maintain collaborations with internal and external partners, Secure research funding through grant writing and partnership development, Publish research findings in top-tier conferences and journals
Seniority
Senior, hands-on IC with mentorship