工作描述
7 天前
[About Us]:
Founded by ex-googlers and started at Stanford's StartX program, Motherapp Limited now has offices in the States, Taiwan, Hong Kong and China. We are a fast-growing, research-driven company building AI solutions that helps manufacturing corporations and factories assembly operations overcome the challenges they face in production every day.
We are a fast-growing, research-driven company building AI solutions that helps corporate and factories overcome the challenges they face every day. Using novel machine learning techniques, we are revolutionizing the industry and have a track record of building things that others have ruled out as impossible. Our team is our best asset. We work with smart and talented individuals, who all enjoy a high degree of responsibility and independence in structuring their work. The team are looking for passionate data scientists who are keen to work with like-minded individuals in a rapidly evolving environment.
[Position Overview]:
We are looking for a Data Scientist / AI Algorithm Engineer with strong expertise in computer vision and deep learning to join our AI team. As a Data Scientist at Motherapp Limited, you will work on projects about smart factory and smart city, and tackle a diverse range of challenges. In this role, you will design, develop, and deploy state-of-the-art computer vision algorithms for real-world applications such as object detection, segmentation, tracking, and video understanding. You will work closely with product, engineering, and research teams to bring cutting-edge vision models from prototype to production.
[Key Responsibilities]:
• Research, design, and implement deep learning models for vision solutions.
• Develop and optimize computer vision pipelines for image and video data, including preprocessing, inference, and post-processing.
• Collaborate with deployment and software engineers to integrate models into scalable, low-latency systems.
• Collaborate with area expert to define the scoping of each projects / functions.
• Collect, annotate, and curate large-scale image/video datasets; design data augmentation and active learning strategies.
• Benchmark and evaluate model performance; conduct ablation studies and drive improvements in accuracy, speed, and robustness.
• Stay up to date with the latest advances in computer vision and deep learning, and apply them to solve business problems.
• Share technical knowledge with team members.
[Qualifications]:
• Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field (or equivalent practical experience).
• Proven experience with computer vision methods (e.g., YOLO, SAM, diffusion model, SORT) and related frameworks.
• Strong proficiency in programming languages such as Python, C/C++ and familiarity with relevant libraries (PyTorch, TensorFlow, etc.).
• Experience with image/video processing libraries (e.g., OpenCV, FFmpeg).
• Excellent problem-solving skills and the ability to work independently and as part of a team.
[Bonus Qualifications]:
• Familiarity with Computer Graphics related works and libraries. (OpenGL, OpenCL...)
• Familiarity with LLM and VLM.
• Familiarity with the AI agent framework.
• Familiarity with MLOps, model monitoring, and pipeline automation.
• Background in smart factory, smart city, or industrial AI use cases.
• Contributions to open-source vision projects.
• Familiarity with Industry 4.0 applications.
[What We Offer]:
• Flexible working environment
• Competitive salary and benefits package.
• Opportunity to work on cutting-edge projects with real-world impact.
• Collaborative and innovative work environment.
• Professional development and training opportunities.
Founded by ex-googlers and started at Stanford's StartX program, Motherapp Limited now has offices in the States, Taiwan, Hong Kong and China. We are a fast-growing, research-driven company building AI solutions that helps manufacturing corporations and factories assembly operations overcome the challenges they face in production every day.
We are a fast-growing, research-driven company building AI solutions that helps corporate and factories overcome the challenges they face every day. Using novel machine learning techniques, we are revolutionizing the industry and have a track record of building things that others have ruled out as impossible. Our team is our best asset. We work with smart and talented individuals, who all enjoy a high degree of responsibility and independence in structuring their work. The team are looking for passionate data scientists who are keen to work with like-minded individuals in a rapidly evolving environment.
[Position Overview]:
We are looking for a Data Scientist / AI Algorithm Engineer with strong expertise in computer vision and deep learning to join our AI team. As a Data Scientist at Motherapp Limited, you will work on projects about smart factory and smart city, and tackle a diverse range of challenges. In this role, you will design, develop, and deploy state-of-the-art computer vision algorithms for real-world applications such as object detection, segmentation, tracking, and video understanding. You will work closely with product, engineering, and research teams to bring cutting-edge vision models from prototype to production.
[Key Responsibilities]:
• Research, design, and implement deep learning models for vision solutions.
• Develop and optimize computer vision pipelines for image and video data, including preprocessing, inference, and post-processing.
• Collaborate with deployment and software engineers to integrate models into scalable, low-latency systems.
• Collaborate with area expert to define the scoping of each projects / functions.
• Collect, annotate, and curate large-scale image/video datasets; design data augmentation and active learning strategies.
• Benchmark and evaluate model performance; conduct ablation studies and drive improvements in accuracy, speed, and robustness.
• Stay up to date with the latest advances in computer vision and deep learning, and apply them to solve business problems.
• Share technical knowledge with team members.
[Qualifications]:
• Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field (or equivalent practical experience).
• Proven experience with computer vision methods (e.g., YOLO, SAM, diffusion model, SORT) and related frameworks.
• Strong proficiency in programming languages such as Python, C/C++ and familiarity with relevant libraries (PyTorch, TensorFlow, etc.).
• Experience with image/video processing libraries (e.g., OpenCV, FFmpeg).
• Excellent problem-solving skills and the ability to work independently and as part of a team.
[Bonus Qualifications]:
• Familiarity with Computer Graphics related works and libraries. (OpenGL, OpenCL...)
• Familiarity with LLM and VLM.
• Familiarity with the AI agent framework.
• Familiarity with MLOps, model monitoring, and pipeline automation.
• Background in smart factory, smart city, or industrial AI use cases.
• Contributions to open-source vision projects.
• Familiarity with Industry 4.0 applications.
[What We Offer]:
• Flexible working environment
• Competitive salary and benefits package.
• Opportunity to work on cutting-edge projects with real-world impact.
• Collaborative and innovative work environment.
• Professional development and training opportunities.
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