Machine learning engineer

Position Description :

At CGI we shape the future of artificial intelligence through practical and responsible solutions.

Our AI Practice in Montréal is rapidly growing and brings together passionate experts who design develop and deliver data- and AI-driven solutions for clients across various industries such as energy finance public sector manufacturing and transportation.

By joining our team you will thrive in a collaborative and stimulating environment at the heart of large-scale projects. You will have the opportunity to expand your expertise contribute to applied innovation and grow within a fast-evolving practice that values talent curiosity and continuous learning.

Your future duties and responsibilities :

Your role :

As a permanent member of the AI Delivery team you will be responsible for industrializing and automating the lifecycle of artificial intelligence models.

You will ensure that deployed solutions are reliable traceable and high-performing while complying with the best security and compliance practices.

Your responsibilities :

• Design and maintain CI / CD pipelines for ML models;
• Automate model training validation and deployment;
• Manage the Model Registry and Feature Store;
• Implement monitoring tools (drift performance logs retraining);
• Collaborate with Cloud Data and Security teams to ensure consistency and compliance of deployments;

Secure API endpoints and AI runtime environments.

Required qualifications to be successful in this role :

Profile sought :

Analytical mindset attention to detail and operational rigor.

Technological environment :

Azure ML AWS SageMaker GCP Vertex AI Kubeflow MLflow Docker Kubernetes Terraform Jenkins Prometheus Grafana GitHub Actions.

#LI-NO1

Use of the term engineering in this job posting refers to the technical sense related to Information Technology (IT) and does not imply that the individual practices engineering or possesses the requisite license as prescribed by the applicable provincial or territorial engineering regulator. We are seeking individuals with expertise in IT engineering-related functions but licensure from an engineering regulator is not a prerequisite for this position. Engineering is a regulated profession in Canada which is restricted in terms of use of titles and designation.

What you can expect from us :

Together as owners lets turn meaningful insights into action.

Life at CGI is rooted in ownership teamwork respect and belonging. Here youll reach your full potential because

You are invited to be an owner from day 1 as we work together to bring our Dream to life. Thats why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our companys strategy and direction.

Your work creates value. Youll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas embrace new opportunities and benefit from expansive industry and technology expertise.

Youll shape your career by joining a company built to grow and last. Youll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.

At CGI we value the strength that diversity brings and are committed to fostering a workplace where everyone belongs. We collaborate with our clients to build more inclusive communities and empower all CGI partners to thrive. As an equal-opportunity employer being able to perform your best during the recruitment process is important to us. If you require an accommodation please inform your recruiter.

To learn more about accessibility at CGI contact us via email. Please note that this email is strictly for accessibility requests and cannot be used for application status inquiries.

Come join our teamone of the largest IT and business consulting services firms in the world.

Key Skills

Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting

Employment Type : Full-Time

Experience : years

Vacancy : 1