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 company’s algorithmic stack.
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).
5+ years of experience in developing and implementing 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.
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Benefits & Compensation
Medtronic offers a competitive Salary and flexible Benefits Package
A commitment to our employees lives at the core of our values. We recognize their contributions. They share in the success they help to create. We offer a wide range of benefits, resources, and competitive compensation plans designed to support you at every career and life stage.
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- This position is eligible for a short-term incentive called the Medtronic Incentive Plan (MIP).
