AI/ML DevOps Developer
Desjardins Group5 days ago
Montréal, CanadaMid Level
Responsibilities
- Design, implement, and maintain CI/CD pipelines for developing and releasing AI and GenAI solutions.
- Automate the release of infrastructure, application services, data components, models, APIs, applications, and inference services using Infrastructure as Code principles.
- Implement DevSecOps security, compliance, and quality controls throughout the development lifecycle.
- Manage and improve the reliability of production, testing, and development environments supporting AI capabilities.
- Develop observability, logging, monitoring, and alerting mechanisms for service availability and performance.
- Standardize release and operational practices with platform, security, data, and development teams.
- Optimize delivery processes, improve release quality, and reduce production lead times.
- Help establish the technological foundations for MLOps and LLMOps practices.
- Improve squad tools, processes, standards, documentation, shared knowledge, and automation support.
Requirements
- Bachelor’s degree in computer science, software development, or a related field.
- At least four years of relevant experience in DevOps, Cloud Engineering, Platform Engineering, or Site Reliability Engineering.
- Other combinations of qualifications and relevant experience may be considered.
- Knowledge of French is required.
- Expert knowledge of Azure, Databricks, and data platform services.
- Expert knowledge of Docker, Kubernetes, and distributed architectures.
- Proficiency with CI/CD, GitOps, and Infrastructure as Code practices.
- Knowledge of lifecycle automation for data, ML, MLOps, or LLMOps solutions.
- Knowledge of MLOps and LLMOps tools including MLflow, Azure Machine Learning, LangChain, OpenAI, and Azure AI.
- Knowledge of Python, YAML, Git, and automation tools.
Benefits
- Competitive salary and annual bonus.
- Four weeks of flexible vacation starting in the first year.
- Defined benefit pension plan.
- Group insurance including telemedicine.
- Reimbursement of health and wellness expenses and telework equipment.
- Temporary 12-month position with possibility of extension.
- Hybrid work arrangement.
Tech Stack
Categories
About Desjardins Group
Desjardins Group is the largest cooperative financial group in North America and the fifth largest cooperative financial group in the world, with assets of $435.8 billion as at March 31, 2024. It was named one of Canada's Best Employers by Forbes magazine and by Mediacorp. To meet the diverse needs of its members and clients, Desjardins offers a full range of products and services to individuals and businesses through its extensive distribution network, online platforms and subsidiaries across Canada. Ranked among the world's strongest banks according to The Banker magazine, Desjardins has some of the highest capital ratios and credit ratings in the industry and the first according to Bloomberg News.