Algorithm Developer IV
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 push the boundaries of materials science and engineering to create next generation technology, join us to deliver material innovation that changes the world. Applied Materials is the 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, MATLAB 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
- Ph.D. (with 4+ years of experience) or Master's (with 7+ 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
- Prototype algorithm approaches to solve complex problems by understanding the customer use cases
- Collaborate with other functional teams such as SW, systems and applications and productize new algo solutions that meet certain specifications
- Optimize algorithms to reduce computational cost and influence hardware requirements
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
Ph.D. or professional degree
Number of Employees
5,001-10,000 employees
