Senior AI ML Engineer - Markham

• Design, develop, and deploy robust ML pipelines and services in production environments (cloud and on-prem).
• Collaborate with cross-functional teams to understand business requirements and translate them into scalable ML solutions.
• Optimize model performance and ensure reliability, scalability, and maintainability of ML pipelines and systems.
• Implement MLOps best practices, including CI/CD, model versioning, monitoring, and retraining.
• Work with Snowflake and AWS services (e.g., S3, EC2, ECR, MWAA) to build and deploy ML models on the cloud.
• Develop and maintain end-to-end on-premise ML workflows solutions.
• Ensure data privacy, security, and compliance in all ML solutions.
• Mentor junior engineers and contribute to technical leadership within the team.

• Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
• 5+ years of experience in machine learning engineering or related roles.
• Strong proficiency in Python and ML libraries (e.g., scikit-learn, pyGAM, XGBoost).
• Hands-on experience with Snowflake, Snowpark, and Snowpark ML for data engineering and ML workflows.
• Deep understanding of AWS cloud services and infrastructure for ML deployment.
• Experience with Linux-based systems, including remote development via SSH.
• Proficiency in Jenkins for orchestration and automation of ML workflows.
• Experience with containerization (Docker).
• Strong proficiency in SQL, with the ability to optimize complex queries using query plans and performance tuning tools.
• Familiarity with data versioning tools (e.g., DVC, Feast), ML workflow tools (e.g., MLflow, Airflow), and monitoring frameworks.
• Excellent problem-solving skills and ability to work in a fast-paced environment.

• Knowledge of feature stores and model registries.
• Experience with Apache Spark and Snowpark for scalable data processing.
• Exposure to other cloud platforms (e.g., Azure, GCP) is a plus.
• Contributions to open-source ML projects or publications.

About FDM  

FDM is an award-winning global business and technology consultancy powering the people behind tech and innovation for over 30 years. We collaborate with world-leading companies to identify the expertise they need, exactly when they need it. We have helped successfully launch nearly 25,000 careers globally to date and are a trusted partner to over 300 companies worldwide. 

FDM has 2500+ employees worldwide, with over 80 nationalities working together as a team. From our origins in Brighton, UK, FDM now has 19 centers located across North America, Europe and Asia-Pacific and is now on the FTSE4Good Index. 

Dedicated to Diversity, Equity and Inclusion  

FDM Group’s mission is to make tech and business careers accessible for everyone. Our diverse team of 80+ nationalities thrive on differences, fuels innovation through varied experiences, and celebrates shared successes. As an Equal Opportunity Employer that is listed on the FTSE4Good Index, FDM ensures every qualified applicant, regardless of race, color, religion, sex, sexual orientation, national origin, age, disability or any other status protected by federal or provincial law, gets the chance they deserve.