Imaging Algorithm Engineer
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
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