Machine Learning Researcher at Medtronic

Maastricht, Limburg, Netherlands

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Medical DevicesIndustries

Requirements

Bachelor’s and Master’s degree in Computer Science, Electrical Engineering, Biomedical Engineering, or related field (Ph.D. a plus)
4+ 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
Excellent problem-solving skills and ability to work in a fast-paced environment
Effective communication skills, both verbal and written
Accurate, Analytical, Pro-active, Hands-on, pragmatic, resilient
Dare to enter uncharted territory, feeling comfortable with uncertainty
Passionate about continuously learning and staying up to date with SOTA
View problems as an opportunity to improve
Great team member who wants to help others
Desirable Qualifications
Published papers or open-source contributions in top-tier CV/ML conferences (e.g., NeurIPS, CVPR, ICCV, SIGGRAPH)
Experience with real-time systems
Knowledge of advanced sensors and sensor fusion techniques
Experience with 3D reconstruction
Proficiency in C++
Familiarity with GPU programming (CUDA) and inference optimization (TensorRT, ONNX Runtime)
Solid software engineering skills: version control (Git), CI/CD, containerization (Docker), and cloud deployment (AWS/GCP/Azure)

Responsibilities

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
Mentorship: Guide junior engineers and interns, conduct code reviews, and share best practices in algorithm design and software engineering

Skills

Python

Computer Vision

Object Detection

Image Segmentation

Image Classification

Multi-view Stereo

Structure-from-Motion

Depth Estimation

Surface Reconstruction

Volumetric Modeling

CNNs

Transformers

NeRFs

Gaussian Splatting

Data Pipelines

Medtronic

Develops and manufactures medical devices and therapies

About Medtronic

Medtronic provides medical technology, services, and solutions to improve patient care. The company develops a variety of medical devices, including pacemakers, insulin pumps, surgical tools, and neurostimulation devices, which help diagnose, prevent, and treat chronic diseases. These products are used by hospitals, clinics, and healthcare professionals around the world. Medtronic stands out from competitors by investing significantly in research and development to create new products and offering additional services like training and patient management programs. The goal of Medtronic is to enhance patient outcomes and lower healthcare costs through its comprehensive range of medical solutions.

Fridley, MinnesotaHeadquarters

1949Year Founded

$3.2MTotal Funding

IPOCompany Stage

Biotechnology, HealthcareIndustries

10,001+Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Unlimited Paid Time Off

Paid Vacation

Paid Sick Leave

Paid Holidays

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Employee Assistance Program

Wellness Program

Risks

Emerging competitors like Fire1 threaten Medtronic's heart failure management market share.

Spine biologics market growth may attract new entrants, increasing competition for Medtronic.

Recent IPOs in medtech indicate rising competition, challenging Medtronic's market position.

Differentiation

Medtronic's diverse product range spans cardiovascular, diabetes, neurological, and surgical technologies.

The company invests heavily in R&D to drive innovation in medical devices.

Medtronic offers comprehensive services, including training and technical support, enhancing product value.

Upsides

Exclusive deal with Kuros enhances Medtronic's orthopedic portfolio and market share.

Growing spine biologics market offers expansion opportunities in spinal fusion and regenerative medicine.

Balloon catheters market growth aligns with Medtronic's recent product launches, boosting cardiovascular presence.

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