Full-Time

Senior/Principal AI Engineer

AI Framework

Posted on 10/25/2024

Medtronic

Medtronic

10,001+ employees

Develops and manufactures medical devices and therapies

Biotechnology
Healthcare

Senior, Expert

London, UK

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
CUDA
Pytorch
Docker
AWS
C/C++
Computer Vision
Requirements
  • A Master or PhD in, Computer Science, Mathematics, Computer Vision/Machine Learning or similar related field
  • Proven ability to design and build computer vision networks using Pytorch
  • Proficient in Python and managing multi-repo libraries with large codebases
  • Excellent software engineer with knowledge of good software development practices
  • Knowledge of AI model training and validation processes, libraries and common optimization frameworks
  • Experience with CI/CD pipelines
  • Knowledge of AWS cloud and experience with their services (EKS, ECS, ...) and docker
  • Knowledge of C++ and CUDA, and ideally experience writing customer kernels / operators
  • Proficiency in distributed AI training techniques and parallel processing methods
  • Knowledge of recent Deep Learning and Computer Vision architectures
  • Data visualization experience would also be useful for this role
  • Excellent communicator - You are comfortable talking with programmers, marketers, surgeons, business leaders, and everyone in-between
Responsibilities
  • Building and maintaining our common code base for the development of AI models
  • Re-designing, improving and/or optimizing the way AI models are built and data is stored/managed during training
  • Working closely to the team to optimize training cycles so that we can make the most of our HW infrastructure
  • Accelerating model development by delivering high quality and easy to use tools
  • Delivering well-written and high-quality code
  • Presenting your results (we share our findings with team mostly during our catch-up meetings)
  • Requiring keeping yourself updated with state-of-the-art ML libraries and implementation of new paradigm to improve internal processes

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 and healthcare professionals around the world. Medtronic stands out from competitors by not only focusing on product development but also offering comprehensive services such as training for healthcare providers and patient management programs. The goal of Medtronic is to enhance patient outcomes and lower healthcare costs through its advanced medical solutions.

Company Stage

IPO

Total Funding

$3.2M

Headquarters

Fridley, Minnesota

Founded

1949

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased adoption of telehealth drives demand for Medtronic's connected medical devices.
  • Advancements in AI enable smarter devices, enhancing Medtronic's product offerings.
  • Growing prevalence of chronic diseases expands Medtronic's market reach.

What critics are saying

  • Emerging medtech companies like Anteris could challenge Medtronic's market share.
  • The growing spine biologics market may increase competition in spinal treatments.
  • Departure of key personnel like Ira Bindra could affect talent retention.

What makes Medtronic unique

  • Medtronic offers a comprehensive suite of products across cardiovascular, diabetes, and neurological sectors.
  • The company invests heavily in R&D to innovate and bring new products to market.
  • Medtronic provides training and technical support, enhancing its value proposition to healthcare providers.

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