ZEISS
Algorithm Engineer
China · Work style not stated · Full time
Posted over 6 months ago: check it’s still open
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About the role
Description from the employer’s posting. Check the employer’s page for the current version.
- EmployerZEISS
- LocationChina
- Work styleWork style not stated
- Employment typeFull time
- Employer posted
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
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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
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At a glance
- Employment typeFull time
- Employer posted
- Added to ROLIVA
- Last checked
Skills in this posting
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