Senior ML Engineer — ML Ops & Cloud/Prem Pipelines

Aviva; Toronto; Hybrid; CAD 110,000 - 145,000; Full time

Job summary

A leading insurance firm is seeking a Senior Machine Learning Engineer with expertise in designing and deploying scalable ML solutions. This role requires proficiency in Python, AWS, Snowflake, and Linux systems, with responsibilities including optimizing ML pipelines and collaborating with cross-functional teams. The salary range for this position is $110,000 to $145,000, alongside a strong benefits package and a hybrid work model to foster work-life balance.

Benefits

Competitive remuneration package

Professional development support

Flexible hybrid working model

Health benefits

Generous vacation package

Qualifications

• Bachelor’s or Master’s degree in relevant field required.
• 5+ years of experience required in machine learning engineering or related roles.
• Strong proficiency in Python and ML libraries required.

Responsibilities

• Design robust ML pipelines and services in production environments.
• Collaborate with teams to translate business requirements into ML solutions.
• Optimize model performance for reliability and scalability.
• Implement MLOps practices including CI/CD and model monitoring.

Skills

Python

Machine Learning libraries (scikit-learn, pyGAM, XGBoost)

SQL

Jenkins

Docker

AWS cloud services

Snowflake

Linux-based systems

Data versioning tools (DVC, Feast)

ML workflow tools (MLflow, Airflow)

Education

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

Tools

Snowflake

AWS

Linux

Jenkins

Docker

Job description

A leading insurance firm is seeking a Senior Machine Learning Engineer with expertise in designing and deploying scalable ML solutions. This role requires proficiency in Python, AWS, Snowflake, and Linux systems, with responsibilities including optimizing ML pipelines and collaborating with cross-functional teams. The salary range for this position is $110,000 to $145,000, alongside a strong benefits package and a hybrid work model to foster work-life balance.