CV/ML/DL Algorithm Developer
About The Position
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips – the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world – like AI and IoT. If you want to work beyond the cutting-edge, continuously pushing the boundaries of science and engineering to make possible the next generations of technology, join us to Make Possible® a Better Future.
Requirements
- Experience working in Semiconductor industry.
- Strong background in computer vision, image processing, and DL technology
- Expertise in C/C++, Python and working experience with Tensor Flow, PyTorch or similar framework
- Academic background in Computer Vision, Deep Learning, Machine Learning, or Artificial Intelligence.
- Excellent analytical, problem-solving, and organizational skills, along with strong interpersonal communication skills.
- New Ph.D. graduate or Master's (with 4+ years of experiences) in computer science/electrical engineering or similar fields.
Nice To Haves
- Working knowledge with AI coding tools is desired.
Responsibilities
- Leading research, design, development and implementation of algorithmic modules.
- Perform algorithmic concept and feasibility for classical, and ML/DL based computer vision algorithms, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constraints.
- Evaluate computer vision and machine learning / deep learning algorithms for defect detection, defect classification, metrology, and image analysis on a semiconductor process control tool.
- Investigate, survey literature, and prototype algorithm approaches to solve complex problems by understanding the customer use cases.
- Collaborate with other functional teams such as compute infra, SW, systems and applications and productize new algo solutions that meet certain specifications.
- Benchmark, profile, and optimize algorithms to reduce computational cost and influence compute hardware requirements.
Benefits
- Comprehensive benefits package
- Participation in a bonus program
- Stock award program
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What This Job Offers
Job Type
Full-time
Career Level
Entry Level
Education Level
Ph.D. or professional degree
