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Imaging Algorithm Engineer

Technology
卡尔蔡司(上海)管理有限公司
苏州市, 中国¥15,000 - ¥25,000 /月1周前
全职

职位描述

该职位来源于猎聘 Position Summary The position will be responsible for algorithm modeling, analysis, and implementation for X-ray products, en-compassing 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, sup-porting advancements in precision and reliability across the product line. Main Tasks  Be a solid part of the R&D team  Responsible for the CT/Xray image processing  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 techinical stack development Requirements Education Master’s degree in Artificial Intelligence, Computer Science, Mathematics, or a related field.

Experience  Solid foundation in computer science, image processing, and computer vision  Proficiency in Python (mandatory), C/C , and digital signal processing;

experience with algorithm model-ing and emulation platforms  Strong theoretical foundation, with solid knowledge of statistics, linear algebra, and related subjects.

 Familiar with classical algorithms in computer vision, such as morphological opening and image binariza-tion.

 Good understanding of and practical proficiency in machine learning algorithms, such as K-Nearest Neigh-bors (KNN).

 Strong understanding of fundamental machine vision tasks, such as object detection and image classifica-tion. Familiar with commonly used frameworks and models, such as YOLO and DINO, with hands-on pro-ject experience in relevant fields.

 Proficient in Python and familiar with commonly used model training and inference frameworks. Under-stands the training and deployment processes of deep learning models and can perform model tuning and optimization for different tasks.

 Demonstrates good code management practices and can adapt to the team’s coding standards. Familiar with basic Git operations.

 Experienced in using AI coding agents and capable of effectively controlling, reviewing, and validating AI-generated content and code.

 Strong team player, particularly in cross-functional communication and collaboration. Able to accurately understand project requirements and propose effective solutions. Other skills  Proficiency in English (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

Keywords
CodingPythonDeep learningCoding conventions

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