Machine Learning Engineer

This is a fully remote position, open to applicants in Canada.

📋 Description

• Design, develop, train, and implement foundational AI and machine learning models within production settings.

• Create robust and scalable machine learning pipelines and platforms that facilitate advanced analytics and business intelligence.

• Champion high standards in coding, testing, and MLOps processes.

• Develop resilient and cost-effective ML and AI applications while scaling modern systems.

• Work in partnership with risk specialists, product leads, and software developers to translate strategic requirements into technical specifications and integrate ML features into live applications.

• Ensure model reliability, fairness, compliance, lineage tracking, and data protection measures are in place.

• Create observability systems that monitor model health and operational metrics while assessing organizational value.

⛳️ Requirements

• A minimum of 3–5 years of professional experience in machine learning engineering.

• Demonstrated success in deploying machine learning models in production environments.

• Comprehensive understanding of the modern data stack and data ingestion workflows.

• Experience with Databricks or Redshift.

• At least 3 years of practical experience with AWS infrastructure, including SageMaker, Spark/AWS Glue, and Terraform.

• High proficiency in Airflow or similar orchestration systems.

• Hands-on experience with MLflow, Kubeflow, or SageMaker Feature Store.

• Familiarity with model governance practices encompassing lineage, fairness, and privacy.

• Experience with data cataloging tools for compliance purposes.

• Strong ability to convey complex technical concepts to non-technical stakeholders and steer project direction.

• Experience in FinTech or Financial Risk is a significant plus.

🏝️ Benefits

• Bonus Structure

• Employer-paid Benefits Plan

• Health & Wellness Flex Account

• Wellness Days

• Paid Holiday Shutdown

• Wave Days (extra vacation days in the summer)