The position will entail the following:
- Define and develop application flow, feature list considering UX requirements
- Develop software mockup using standard tools
- Work with algorithms, system, software and other teams to analyze alternative solutions and provide data for decision making
- Define minimum viable product working with program/project management team
- Understand and translate market requirement to product requirement
- Tool performance and limitation analysis
- Roles and Responsibility
- Alignment: PR (pattern recognition) for alignment features, recognition, exclusion of false detections, analytics for PR success rate, methods to automatically find features with highest success rate of detection to set up reliable PR for alignment
- Defect detection: algorithms to detect defects with defect images and reference images, defect detection on periodic pattern, defect contour, defect topo evaluation from 4 perspectives, height measurement from 4 perspectives, ...
- Analytics: find distortions of n-grades in structured images,



noise reduction on images to find known features like square on a very contaminated calibration plate
- Working knowledge of Halcon, YOLO and other common image analysis tools
- Competent in Machine Learning, Deep Learning and AI techniques for image analysis
- Can adapt algorithms to run on GPU for extra speed

Our Ideal Candidate
- Academic background in Computer Vision and +5 years of experience.
- Experience with Image processing using MATLAB/Python OpenCV - transformation, enhancement, histogram processing, noise reduction, Fourier domain operations
- Working knowledge of Deep learning using Python - convolutional neural network, hyperparameter tuning and model deployment
- Conception, development and productization of algorithmic solutions that address high value problem statements
- Design, prototype, validate and implementation high quality and scalable ML/DL algorithms in computer vision, natural language processing and

📌 Image Processing Algorithm Developer (Bengaluru)
🏢 Applied Materials
📍 Bengaluru