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Applied Materials Algorithm Developer - Image Processing/Machine Learning United States, California 120866178
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We are looking for an experienced image processing algorithm developer to join the Applied Material in Santa Clara. In this position you will work with process engineers, and algorithm developers to develop and deploy custom image processing algorithms, to be used for accelerating semiconductor process development. You will be exposed to the wide portfolio of technologies and products developed in Applied Materials and will work directly with the algorithm users for continuous feedback and improvement as part of the semiconductor process development.
Requires specialized depth and/or breadth of expertise. Interprets internal or external business issues and recommends best practices. Solves complex problems; takes a broad perspective to identify innovative solutions. Works independently, with guidance in only the most complex situations. May lead functional teams or projects.
Key Responsibilities
- Develop and implement image processing and Machine Learning algorithms
- Work closely with application engineers to generate optimal images
- Demonstrate and communicate algorithm performance to internal and external users
- Collaborate with internal and external groups to generate data, validate results, and deploy algorithms
Skills and Experience
- Fluent in Python
- Proven record of image processing, Machine Learning and computer vision algorithm development
- 3+ years hand-on algorithm development experience
- Experience with Open CV, PyTorch/Tensorflow
- Experience with optimizing computational efficiency preferred
- Experience with electron beam image processing preferred
- Experience with semiconductor metrology and inspection preferred
Education
- M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, or related fields.
Additional Skills
- Clear and effective communication
- Willing to work with groups in different time zones
- Able to handle and prioritize multiple simultaneous projects
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