Senior AI Platform & MLOps Specialist
Schneider Electric4 days ago
Montréal, CanadaSenior
Responsibilities
- Build and maintain automated pipelines for model development, evaluation, packaging, release, and deployment.
- Enable reliable model inference across cloud-hosted, containerized, on-premises, edge, and disconnected environments.
- Implement model registries, artifact management, lineage, versioning, release controls, and reproducible development and evaluation environments.
- Monitor model quality, latency, availability, resource consumption, and cost.
- Automate security scanning, dependency management, testing, and policy enforcement across AI workflows.
- Create controlled promotion processes for models and prompts across development, test, and production environments.
- Optimize GPU and CPU inference performance, resource utilization, and cost.
- Develop rollback, fallback, and incident-response mechanisms for reliable product operations.
- Collaborate with cybersecurity and responsible AI stakeholders on security, governance, and responsible AI requirements.
- Develop reusable self-service platform capabilities for AI engineers and product development teams.
Requirements
- Experience with cloud platforms, containers, Kubernetes, CI/CD pipelines, and infrastructure as code.
- Background deploying and operating machine-learning or AI systems.
- Proficiency in software development and automation.
- Knowledge of monitoring, reliability, security, and release management practices.
- Familiarity with model packaging, inference services, and artifact management.
- Familiarity with Azure AI and machine-learning services is beneficial.
- Practical knowledge of optimizing and deploying small language models is beneficial.
- Exposure to disconnected, offline, or edge environments is beneficial.
- Experience in regulated or security-sensitive product environments is beneficial.
- Background in applied AI, building technologies, or energy management is an asset.
Benefits
- Health, medical, dental, vision, life, accident, disability, and telemedicine coverage.
- Paid family, parental, and care leave, employee assistance counseling, and flexible work arrangements.
- Employee share ownership plan and retirement plan with employer pension match.
- Performance and development conversations, Senior Talent Program, global career opportunities, mentors, and access to Coursera and Schneider Career Hub.
- Recognition programs, engagement surveys, an inclusive workplace, volunteer leave, and Schneider Electric Foundation community initiatives.
- The position is based on a Montréal team and is posted until filled.
Tech Stack
Categories
About Schneider Electric
Schneider Electric builds electrical distribution equipment, industrial automation systems, and energy-management software and services for buildings, data centers, factories, and utilities. Founded in 1836 and headquartered in Rueil-Malmaison, France, it is a public company listed on Euronext Paris. The company sells globally through direct and partner channels in 100+ countries, with offerings such as switchgear, circuit protection, building management, microgrids, and the EcoStruxure software suite.