Position Details
About this role
This role involves developing advanced image processing and defect detection algorithms for semiconductor manufacturing, leveraging deep learning and computer vision techniques.
Key Responsibilities
- Develop image processing algorithms
- Evaluate and productize deep learning approaches
- Collaborate on data management and model training
- Integrate algorithms into production
- Work with global project teams
Technical Overview
The technical environment includes deep learning frameworks like TensorFlow, programming in Python and C++, Linux-based systems, and GPU acceleration with CUDA.
Ideal Candidate
The ideal candidate is a mid-level AI engineer with strong expertise in deep learning, computer vision, and image processing, with proficiency in Python, C++, and Linux. They should have a research background with 3+ years of relevant experience and be capable of developing innovative algorithms for semiconductor inspection.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with deep learning frameworks, No background in image processing or computer vision, Inability to prototype in MATLAB or Python, No Linux experience
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