Data Scientist
Role details
Job location
Tech stack
Job description
We're seeking a Junior Machine Learning Engineer with deep expertise in computer vision. In this role, you will design, develop, and deploy state-of-the-art vision algorithms on medical data such as endoscopy, X-rays, CT, MRI data. You'll work closely with a talented team of AI researchers to turn novel ideas into products across the company together with business unit teams.
Responsibilities may include the following and other duties may be assigned:
- Algorithm Development: Research, implement, and optimize algorithms for object detection, image segmentation, image classification, multi-view stereo, structure-from-motion (SfM), depth estimation, surface reconstruction, and volumetric modeling
- Model Training & Evaluation: Design experiments, select architectures (e.g., CNNs, transformers, NeRFs, 3D/4D Gaussian splatting), and manage data pipelines for large-scale image and point-cloud datasets
- Code Quality & Testing: Write clean, modular, and well-tested code in Python
- Cross-Functional Collaboration: Partner with domain experts to define requirements and translate them into technical specifications
- Research & Innovation: Stay current with academic and industry advances; prototype novel techniques, publish findings, and contribute to patent filings as appropriate
Requirements
Do you have experience in Research?, Do you have a Master's degree?, * Bachelor's and Master's degree in Computer Science, Electrical Engineering, Biomedical Engineering, or related field (Ph.D. a plus)
- 1+ years of hands-on experience in computer vision research and product development
- Proficiency in Python, experience with deep learning frameworks such as PyTorch
- Deep understanding of multi-view geometry, photogrammetry, SLAM, or related topics
- Experience with point-cloud processing libraries (e.g., PCL, Open3D) and mesh/volume representations. Strong grasp of neural rendering techniques (e.g., Neural Radiance Fields) is highly desirable
Benefits & conditions
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.