BENGALURU · FULLTIME
Image Processing Algorithm Developer
Applied Materials
Bengaluru · onsite · Posted 68d ago
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Undisclosed5–10 yrsfulltimeBengaluru
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Section · 01
About this role
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
- 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 time series data
- Detail oriented with strong analytical, problem solving and communication skills
- Collaborate with cross-functional teams, strong documentation and presentation skills
- BTech / MTech in Electronics / Computer Science or related stream with overall experience of +5 years of relevant work experience
Time Type: Full time
Employee Type: Assignee / Regular
Travel: Yes, 25% of the Time
Relocation Eligible: Yes
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Section · 02
Skills
uxMatlabimage processingComputer VisionPrNatural Language ProcessingOpencvAnalyticsminimum viable productPythonProject ManagementCommunication SkillsDesignAlgorithmsDeep LearningoperationsArtificial IntelligenceMachine Learning
Section · Company
About Applied Materials
Applied Materials
Semiconductors
3.5k+
employees
2002
24 years old
Santa Clara, California
United States (USA)
About
Applied Materials, Inc. is the global leader in materials engineering solutions for the semiconductor, flat panel display, and solar photovoltaic industries.
Industries
SemiconductorsManufacturingEngineering & Construction
Employee ratings
573 reviews
3.7/ 5
Culture
3.7
Career growth
3.1
Work-life
3.6
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