Senior AI Optimization Engineer

3 weeks ago

London, Greater London, United Kingdom Medtronic Full time

Careers that Change Lives
At Medtronic, we are committed to bringing safe and standardized surgical care to patients around the world. As a Senior AI Optimization Engineer, you will be part of a talented team exploring new concepts through fast iterative prototyping.

A Day in the Life
As an AI optimization expert, you will be responsible for:

  • Benchmarking and optimizing different existing network architectures and their latency in different target platforms
  • Further re-designing or optimizing existing network architectures to improve their forward flow and reduce latency
  • Developing production pipelines in the cloud or edge devices to process surgical videos in real-time with our optimized models
  • Delivering well-written and high-quality code
  • Sharing results during regular meetings
  • Staying updated with state-of-the-art methods and propose novel approaches for problems at hand

Must Haves
We are looking for a candidate with:

  • 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
  • Knowledge of different optimization methods (e.g. pruning, sparsity, quantization etc..)
  • Experience with AI optimization tools (e.g. TensorRT)
  • Very knowledgeable in Python and relevant numerical libraries (numpy, scikit-learn, opencv, etc.)
  • Experience with CI/CD pipelines
  • Computer Vision

Nice to Haves
We are also looking for a candidate with:

  • Advanced knowledge on AI-based optimization methods (QAT, Knowledge Distillation, Network Sparsification etc..)
  • Knowledge of AWS cloud and experience with their services (EKS, ECS, ...) and docker
  • Knowledge of C++ and CUDA, and ideally experience writing custom kernels / operators
  • 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
  • Experience of working in video processing or equivalent performance sensitive or high-performance applications

We Offer
We offer a competitive salary and benefits package to all our employees:

  • Flexible working environment
  • Annual Incentive Plan % depending on company results
  • Pension scheme and group discount on healthcare insurance
  • Training possibilities via Cornerstone/Skills Lab
  • Employee Assistance Program and Recognize (our global recognition program)

Our Commitment
We are committed to inclusion, diversity, and equity (ID&E) and strive to create a culture where all employees belong, are respected, and feel valued for who they are and the life experiences they contribute.

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