- Location
- Shanghai, China
- Type
- Full-time
- Department
- Engineering
- Source
- Workday
Description
Position Summary
The position will be responsible for algorithm modeling, analysis, and implementation for ZEISS products, encompassing both 2D and 3D imaging solutions, as well as related imaging technologies. This role will involve developing and optimizing algorithms for image processing, machine learning, and model deployment, supporting advancements in precision and reliability across the product line.
Main Tasks
- Be a solid part of the NEV application team
- Responsible for the CT/Xray image algorithm modeling, analysis, and implementation
- Responsible for the core technical issue solving and optimization
- Responsible for the cross-site technical alignment
- Work with team to build and drive the tech stack development
Requirements
Education
- Master’s degree in math, computer science, software engineering or similar
Experience
- Solid experience in industry defect image recognition, lithium-ion battery preferred.
- Understanding of battery manufacturing process.
- Solid foundation in computer science, image processing, and computer vision
- Solid knowledge and experience in traditional image processing.
- Proficiency in Python.
- Experience with algorithm modeling and emulation platforms
- Experience training machine learning models for classification, object detection, and segmentation
- Proficiency in model performance analysis, including accuracy, precision, recall, and F1-score
- Expertise in model optimization techniques (quantization, pruning, model compression)
- Advanced image processing skills, including data augmentation and pre-processing techniques
- Proficiency in end-to-end testing practices (unit, integration, and model performance validation)
- Strong troubleshooting, debugging, and problem-solving skills
- Knowledge of X-ray imaging systems and principles as a plus
- Experience with additional languages (e.g., C#, C++) as a plus
Other skills
- Proficiency in English and Chinese (both spoken and written) and good communication skills
- Ability to work independently yet team-oriented
- Self-motivated and open-minded with high degree of responsibility
- Work experience in cross-site international team is a plus
Your ZEISS Recruiting Team
Skills
PythonMachine LearningComputer Vision