CV/ML/DL Algorithm Developer

Applied Materials • Santa Clara, CA

3d • $184,000 - $253,000

About The Position

The CV/ML/DL Algorithm Developer leads research, design, development, and implementation of algorithmic modules. The role assesses concepts and feasibility for classical and machine-learning/deep-learning computer vision algorithms, including problem analysis, data gathering, literature review, concept selection and evaluation, and implementation constraints. The work focuses on defect detection and classification, metrology, and image analysis for semiconductor process-control tools. The developer prototypes and validates solutions, benchmarks them on large datasets, writes optimized production-quality code, collaborates with software and other functional teams to integrate algorithms into inspection tools, and optimizes performance by efficiently using compute resources.

The position is based in Santa Clara, California, offers a stated salary range of $184,000 to $253,000, and requires travel 10% of the time. Relocation is eligible. The role is listed as full-time and regular.

Requirements

• New Ph.D. graduate, or Master's degree with 4 or more years of experience, in computer science, electrical engineering, or a similar field.
• Strong background in computer vision, image processing, and deep-learning technology.
• Expertise in C/C++ and Python.
• Working experience with TensorFlow, PyTorch, or a similar framework.
• Excellent analytical, problem-solving, and organizational skills.
• Strong interpersonal and communication skills.

Nice To Haves

• Experience working in the semiconductor industry.
• Knowledge of GPU programming using CUDA or OpenCL.
• Working knowledge of AI coding tools.

Responsibilities

• Lead research, design, development, and implementation of algorithmic modules.
• Evaluate and develop computer vision and machine-learning/deep-learning algorithms for defect detection, defect classification, metrology, and image analysis on a semiconductor process-control tool.
• Investigate and survey literature, and prototype algorithm approaches to solve complex problems based on customer use cases.
• Collaborate with compute infrastructure, software, systems, applications, and other functional teams to productize algorithm solutions that meet specifications.
• Conduct concept and feasibility studies, validate algorithms, and benchmark solutions on large datasets using data-driven approaches.
• Write and maintain optimized, production-quality code and work with software teams to integrate algorithms into inspection tools.
• Optimize algorithm performance through efficient use of compute resources.

Benefits

• Benefits and wellness programs supporting employee and family health and well-being.
• Programs and support for personal and professional growth.
• Potential eligibility for participation in a bonus and stock award program, as applicable.
• Relocation eligible.

What This Job Offers

• Job Type: Full-time
• Career Level: Entry Level