Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world
Job Summary
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world.
The role involves leading models from idea to production by designing breakthrough approaches, validating them rigorously, and packaging them into reliable components.
Candidates must have strong proficiency in Python and DL frameworks like PyTorch along with proven experience taking models from prototype to production.
Matching Summary
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world.
Skills & Requirements
Must-have
5+ years deep learning solution experience
Python and PyTorch proficiency
Computer vision segmentation and registration
Model deployment and production packaging
Model monitoring and drift detection
Nice-to-have
Track record of publishing or patenting AI work
Open-source innovative AI contributions
Strong cross-functional collaboration skills
Experience with Linux/GPU development environments
Key Requirements
M.Sc. or Ph.D. in Physics, Mathematics, or Computer Science
5+ years building and shipping deep learning solutions
Vision focus preferred for deep learning applications