Develop a new generation AI/ML based computer vision algorithms to enable new display calibration and metrology methodology.
Requirements
- Knowledge of image processing, computer vision and machine learning
- Programming skills in Matlab/Python
- Familiarity with Matlab image processing toolbox or OpenCV
- Experience in data analysis and visualization with Matlab/Python/JMP
- Rich experience in algorithm development and integration
- Experience of combining machine learning and computer vision to solve practical problems related to display design and/or display test
- Direct experience on display or optical metrology systems development
Responsibilities
- Specify, design and implement display metrology and calibration algorithms during Apple new product introduction (NPI) process and mass production
- Design AI/ML models, and conduct model training and performance validation
- Integrate the models and algorithms into manufacturing equipments
- Evaluate algorithm effectiveness as compared to human vision and competitive algorithms
- Define algorithm performance verification specs and review existing algorithms
- Collaborate with team members responsible for deployment of your algorithms to our factories during the NPI process.
Other
- Self-motivated, responsible, excellent written and verbal interpersonal skills
- Strong problem solving skills; positive outlook and eagerness to step into uncharted technology spaces while being able to engineer solutions to meet project timelines
- Ability to own areas of responsibility, being able to self-motivate and work independently with critical thinkings
