구인 [TSI][AI] Sr. Machine Vision 엔지니어 채용
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작성자 tsiadmin 작성일 24-03-03 00:33 조회 291 댓글 0본문
Job Summary:
Explore an exciting opportunity with TSI - TJL Solutions Inc's client, a prominent Seoul-based technology company established in 2002. As a global leader in 3D measurement and inspection technology for micro-electronics assemblies, we specialize in cutting-edge solutions like Solder Paste Inspection (SPI) and Automated Optical Inspection (AOI).
Responsibilities:
Research and develop scalable solutions in computer vision and machine learning for challenging problems.
Investigate and solve real-world challenges in image recognition, object detection, 3D scan, and deep learning.
Design, implement, and deploy full-stack solutions in computer vision and machine learning.
Detailed Duties and Skills:
Image Enhancement: Ghost removal, de-blurring, contrast enhancement.
Color Image Processing: Denoising, image domain transformation, smoothing & sharpening.
Segmentation: Semantic segmentation, instance segmentation, various region detection on images.
Saliency/Anomaly: Shape matching, blob from multi-modal data, model fitting.
Classification: Small data-driven, big data-driven.
3D/Depth Image Processing: Transformations, denoising (artifact), reconstruction, ensemble.
Stereo Vision: Camera calibration, depth estimation.
Deep Learning Network Training and Deployment for a wide range of CV applications.
Perform other assigned duties.
Skills and Qualifications:
M.S. with 5 years of experience or Ph.D. with 3 years of experience in Computer Science or related field.
Experience in researching and developing classical computer vision algorithms.
Experience in researching and developing machine learning.
Experience in deploying CUDA processing.
C++ code optimization for image processing performance.
Proficient in at least one of the programming languages: C++, Python, CUDA.
Work Environment:
No strenuous physical activity; occasional light lifting.
30% of time in meetings or on the phone; 70% at the desk on the computer.
Minimal travel required, including airplane, automobile, and overnight stays.
Explore an exciting opportunity with TSI - TJL Solutions Inc's client, a prominent Seoul-based technology company established in 2002. As a global leader in 3D measurement and inspection technology for micro-electronics assemblies, we specialize in cutting-edge solutions like Solder Paste Inspection (SPI) and Automated Optical Inspection (AOI).
Responsibilities:
Research and develop scalable solutions in computer vision and machine learning for challenging problems.
Investigate and solve real-world challenges in image recognition, object detection, 3D scan, and deep learning.
Design, implement, and deploy full-stack solutions in computer vision and machine learning.
Detailed Duties and Skills:
Image Enhancement: Ghost removal, de-blurring, contrast enhancement.
Color Image Processing: Denoising, image domain transformation, smoothing & sharpening.
Segmentation: Semantic segmentation, instance segmentation, various region detection on images.
Saliency/Anomaly: Shape matching, blob from multi-modal data, model fitting.
Classification: Small data-driven, big data-driven.
3D/Depth Image Processing: Transformations, denoising (artifact), reconstruction, ensemble.
Stereo Vision: Camera calibration, depth estimation.
Deep Learning Network Training and Deployment for a wide range of CV applications.
Perform other assigned duties.
Skills and Qualifications:
M.S. with 5 years of experience or Ph.D. with 3 years of experience in Computer Science or related field.
Experience in researching and developing classical computer vision algorithms.
Experience in researching and developing machine learning.
Experience in deploying CUDA processing.
C++ code optimization for image processing performance.
Proficient in at least one of the programming languages: C++, Python, CUDA.
Work Environment:
No strenuous physical activity; occasional light lifting.
30% of time in meetings or on the phone; 70% at the desk on the computer.
Minimal travel required, including airplane, automobile, and overnight stays.
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