Machine Learning Operations Engineer
novisto
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See open jobs at novisto.See open jobs similar to "Machine Learning Operations Engineer" Diagram Ventures.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.
This job is no longer accepting applications
See open jobs at novisto.See open jobs similar to "Machine Learning Operations Engineer" Diagram Ventures.