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Machine Learning Operations Engineer

novisto

novisto

Software Engineering, Operations
Remote
Posted 6+ months ago

We are hiring a Machine Learning Operations Engineer.


You will be a core member of the Artificial Intelligence team at Novisto.

Responsibilities:

  • Design infrastructure for AI services of various types: deep learning model serving, AI APIs, data processing pipelines
  • Ensure robust productization of AI algorithms
  • Setup production monitoring tools: logging services, live alerts, statistics dashboards
  • Enable data scientists to monitor and improve AI services in production in simple and practical ways
  • Enforce best practices in Python code and testing for high maintainability and ease of further development
  • Oversee and plan integration of AI services within the main Novisto application
  • Get up to speed with the recent developments related to MLOps for Generative AI
  • Collaborate with release managers for AI deployments within the product
  • Mentor more junior MLOps

Requirements:

  • 3 to 5 years of experience as a DevOps
  • Strong experience in deploying AI systems to production within a live product
  • Prior experience of close collaboration with data scientists, understanding of the skill set of data scientists and their expectations in terms of productization support
  • Strong knowledge of Python
  • Strong knowledge of frameworks such as (or equivalent to) fastapi, pydantic, uvicorn, celery
  • Strong understanding of multiprocessing/multithreading/parallelization techniques in Python
  • Strong knowledge of Docker
  • Strong knowledge of a Cloud platform (GCP or equivalent)
  • Good communication skills

What we offer:

  • Join an early stage, well-financed company
  • Advance Novisto’s purpose of contributing to the sustainability of the economy, environment, and society by empowering companies to make better decisions and disclosures through our ESG data management software
  • Contribute your knowledge and insights to increase awareness and knowledge of sustainability
  • Generous health benefits (100% Insurance coverage & access to Dialogue's telemedicine app)
  • Flexible schedules & opportunity to work remotely
  • 4 weeks of vacation
  • Stock option plan and 4 days work per week Pilote
  • Summer hours
  • If you prefer to work at the office, we have a beautiful office, in Old Montreal, close to downtown and steps away from a metro (subway) station

We are a fast-growing tech startup looking for the best talent to join our team. We are open to hiring internationally, and supporting qualified hires into relocating to Canada.