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
Applied Materials is seeking a Deep Learning Expert to create and productize innovative AI solutions. The role involves inventing and advancing novel AI methods, building high-quality models and pipelines, and productizing for scale.
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
Benefits
- Supportive work culture
- Empowerment to learn, develop, and grow
- Health and wellbeing programs
- Personal and professional growth support
- Caring environment
