Principal AI/Data Science Engineer at Medtronic

Fridley, Minnesota, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, ManufacturingIndustries

Requirements

Bachelor’s Degree and 7+ years of AI/ML engineering experience, including computer vision and MLOps, OR advanced degree with 5+ years of experience
Ability and self-motivation to take a strategy and vision, define and manage project deliverables, and deliver scalable project outcomes (Nice to Have)
Proven track record of designing and deploying production-grade AI/ML solutions in manufacturing environments (Nice to Have)
Expertise in AWS SageMaker, PyTorch, and MLOps toolchains (ClearML, GitLab CI/CD, Docker, Kubernetes/EKS, Helm, Triton Inference Server) (Nice to Have)
Strong Expertise in computer vision algorithm development, leveraging both deep learning and hybrid rules-based approaches (Halcon, OpenCV) (Nice to Have)
Proficiency with data curation and annotation platforms (Voxel51, V7) for large-scale model training (Nice to Have)

Responsibilities

Define and execute the strategic roadmap for Analytics for Manufacturing Imaging, including data ingestion, annotation governance, model training, deployment, and lifecycle management
Architect end-to-end workflows in AWS SageMaker, NVIDIA TAO Toolkit, PyTorch, and other custom training pipelines, ensuring reproducibility, scalability, and regulatory compliance
Develop advanced computer vision solutions, including segmentation, anomaly detection, and transformer-based vision models, while integrating hybrid approaches using Halcon and OpenCV
Prototype and adapt foundation models (e.g., DINOv2, SAM 2.1) using transfer learning and self-supervised methods, translating research into validated, domain-specific solutions for manufacturing
Lead initiatives to operationalize DataOps automation and model-assisted annotation to accelerate high-quality ground-truth creation
Plan and direct AI/ML model from experimentation to deployment, ensuring performance benchmarking, validation, and compliance with medical device quality standards
Build compelling business cases supported by ROI analysis and projected operational benefits to prioritize enterprise AI/ML initiatives
Provide strategic leadership for the Manufacturing Imaging & Analytics Center of Excellence, setting best practices and enabling adoption of AI/ML solutions at global manufacturing sites
Partner with Manufacturing, Automation, Process, Quality, and IT to ensure seamless integration of AI/ML models and algorithms into production systems
Engage with external vendors, integrators, and suppliers to align internal platform development with cutting-edge AI/ML and industrial technologies
Champion training, knowledge-sharing, and technical playbooks to democratize AI/ML practices and accelerate adoption across the enterprise

Skills

AWS SageMaker

PyTorch

NVIDIA TAO Toolkit

Halcon

OpenCV

Computer Vision

Segmentation

Anomaly Detection

Transformer Models

MLOps

DataOps

Transfer Learning

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.

Land your dream remote job 3x faster with AI

Try Jobo Free