Job Summary
Deeply understanding customer requirements and using computer vision and machine learning/deep learning technology to offer solutions. Responsible for work with Bosch internal partner to invent, design and develop computer vision/machine learning algorithms for AOI_ automatic optical inspection and AI for process optimization project as well as data mining.
Roles and Responsibilities
- Work together with/ lead project team to understand and analyze customer requirements, and pre-evaluate project deliverables and benefits.
- As Data scientist accompany the entire development process from the proof of concept to the serial implementation of the algorithms. Together with internal development partners you develop innovative solutions across the entire chain from the raw data to the function.
- Design and implement architectures to adopt appropriate approaches of AI / machine learning to ensure quality of data, self-learn pattern and trend, identify operational processes which can be automated and put into execution, and improve system operational efficiency.
- Collaborate with IT/machine/product technical experts to define data collection, storage, and process concept.
- Coordinate AI related work packages in RBCD in manufacturing areas
- Support on developing understanding and competence of machine learning/deep learning
- Support production area for data mining project such as smart testing and multi-correlational analysis.