About the role

  • Implement end-to-end AI applications and deploy them to production on real-world and simulated robotic systems.
  • Monitor, diagnose, and address issues in deployed AI applications (Docker, edge devices, etc.).
  • Set up logging, observability, and alerting systems to track application health and behavior.
  • Collaborate with other teams to integrate and deliver solutions.
  • Generate and curate data to improve models and applications.
  • Set-up and maintain perception hardware.
  • Own technical delivery from application design to deployment and iterative improvement.
  • Re-train, perform A/B testing, and re-deploy algorithms in production.
  • Offer expert support to FDE team when issues arise.

Requirements

  • A skilled and experienced computer vision or machine learning engineer with a professional background in 2D/3D Computer Vision and 2D/3D Deep Learning.
  • A professional software engineer with implemented solutions for production grade systems for 2+ years.
  • Extensive experience with Python.
  • Familiarity with deep learning frameworks such as PyTorch and Tensorflow, computer vision frameworks such as OpenCV.
  • Familiarity with model optimization, model conversion, model deployment for edge device compute.
  • Experience with imaging hardware, such as industrial cameras, 3D cameras and stereo systems.
  • Experience using MLOps systems - experiment tracking, data versioning and model serving on platforms such as MLFlow, W&B, CometML, ClearML.
  • Product oriented mentality.
  • Ability to break down complex problems into small sub problems and build efficient hierarchical solutions.
  • Capacity to work with multidisciplinary and international teams and articulate problems and solutions clearly.
  • Passion for robotics, automation, and intelligent systems.

Benefits

  • Competitive compensation, including equity
  • Flexible work environment that values innovation, learning, and excellence

Job title

AI Delivery Engineer

Job type

Experience level

JuniorMid level

Salary

Not specified

Degree requirement

Bachelor's Degree

Location requirements

HybridCanada

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