Computer Vision & AI Algorithm Engineer
Undisclosed company
Full-timeAI & ML
Confirmed open at the employer 17 hours ago · Posted yesterday
Requirements
computer visionimage processingalgorithmsdata quality
Nice to have
deep learningpytorchtensorflowmatlab
Job description
We are looking for a hands-on Computer Vision & AI Algorithm Engineer to develop advanced imaging algorithms for a cutting-edge medical device. The role spans the full spectrum of algorithm development - from creating new solutions to improving, maintaining, validating, and integrating them into the product. The ideal candidate is curious, pragmatic, and comfortable moving between deep learning, classical computer vision, data analysis, debugging, validation, and product integration as needed. They measure success by seeing algorithms work reliably in a real-world product and enjoy collaborating across disciplines to solve the challenges that move the product forward.
Responsibilities may include the following and other duties may be assigned:
Design, develop, maintain, and continuously improve AI, computer vision and image processing algorithms for a medical imaging product.
Own the full lifecycle of algorithm development, from concept and data definition through implementation, validation, product integration, and long-term maintenance.
Use both classical computer vision methods and machine/deep learning methods to come up with solutions for various problems in the domains of image classification, segmentation and 3D modeling.
Collaborate with SW developers, biomedical engineers, product specialists and other algorithms developers to refine and enhance existing applications.
Maintain and improve algorithm robustness, performance and reliability in production environments.
Identify opportunities for innovation and design novel algorithms to address complex technical challenges.
Stay at the forefront of relevant academic research by reviewing the latest papers and evaluating their potential impact on the companys algorithmic stack.
Responsibilities may include the following and other duties may be assigned:
Design, develop, maintain, and continuously improve AI, computer vision and image processing algorithms for a medical imaging product.
Own the full lifecycle of algorithm development, from concept and data definition through implementation, validation, product integration, and long-term maintenance.
Use both classical computer vision methods and machine/deep learning methods to come up with solutions for various problems in the domains of image classification, segmentation and 3D modeling.
Collaborate with SW developers, biomedical engineers, product specialists and other algorithms developers to refine and enhance existing applications.
Maintain and improve algorithm robustness, performance and reliability in production environments.
Identify opportunities for innovation and design novel algorithms to address complex technical challenges.
Stay at the forefront of relevant academic research by reviewing the latest papers and evaluating their potential impact on the companys algorithmic stack.
Requirements:
Required Knowledge and Experience:
M.Sc. in computer science, electrical engineering, physics, mathematics, or related fields (excellent B.Sc. graduates will be considered as well).
Experience in development and implementation of AI, computer vision and image processing algorithms.
Strong understanding of data quality, dataset design, model evaluation, and performance analysis.
Self-driven with the ability to independently lead technical projects from concept through deployment.
Experience with deep learning frameworks such as PyTorch or TensorFlow - an advantage.
Experience with MATLAB for algorithm development and analysis - an advantage.
Physical Job Requirements
The above statements are intended to describe the general nature and level of work being performed by employees assigned to this position, but they are not an exhaustive list of all the required responsibilities and skills of this position.
Required Knowledge and Experience:
M.Sc. in computer science, electrical engineering, physics, mathematics, or related fields (excellent B.Sc. graduates will be considered as well).
Experience in development and implementation of AI, computer vision and image processing algorithms.
Strong understanding of data quality, dataset design, model evaluation, and performance analysis.
Self-driven with the ability to independently lead technical projects from concept through deployment.
Experience with deep learning frameworks such as PyTorch or TensorFlow - an advantage.
Experience with MATLAB for algorithm development and analysis - an advantage.
Physical Job Requirements
The above statements are intended to describe the general nature and level of work being performed by employees assigned to this position, but they are not an exhaustive list of all the required responsibilities and skills of this position.
This position is open to all candidates.
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