Deep Learning Expert
Applied MaterialsCenter District, Israel
Posted January 14, 2026
Full Time
About the Company
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world.
Job Description
We are seeking a hands-on Deep Learning Expert to create and productize innovative AI solutions. You will lead models from idea to productionâdesigning breakthrough approaches, validating them rigorously, and packaging them into reliable, scalable components.
Requirements
- M.Sc. or Ph.D in Physics, Mathematics, Computer Science or related field
- 5+ years building and shipping deep learning solutions (vision focus preferred)
- Strong proficiency in Python and DL frameworks as PyTorch
- Proven experience taking models from prototype to production (packaging, deployment, runtime integration)
- Practical knowledge of model monitoring (confidence/OOD/drift), benchmarking, and performance tuning
- Solid foundations in computer vision (e.g., segmentation, registration)
- Comfort with Linux/GPU development environments and modern IDE/tooling
- Clear communication skills; ability to collaborate across software, product, and testing
- Track record of publishing, patenting, or open-sourcing innovative AI work