Intermediate Machine Learning Engineer
Aviva Investors1 day ago
Markham, CanadaMid Level
Responsibilities
- Design and implement machine learning pipelines and services in cloud and on-premise environments.
- Collaborate with cross-functional teams to gather requirements and contribute to scalable ML solutions.
- Support model deployment, monitoring, performance optimization, versioning, and retraining workflows.
- Apply MLOps practices and maintain on-premise ML workflows.
- Work with Snowflake and AWS services to support ML model deployment.
- Participate in code reviews and knowledge sharing.
- Ensure adherence to data privacy, security, and compliance standards.
Requirements
- Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field.
- 2–4 years of experience in machine learning engineering or related roles.
- Proficiency in Python, Pandas, NumPy, scikit-learn, and XGBoost.
- Familiarity with AWS and/or Snowflake cloud services and Linux-based systems.
- Basic experience with Jenkins and Docker.
- Strong SQL skills, including query optimization techniques.
- Exposure to MLflow, Airflow, and monitoring frameworks is preferred.
- Experience with Apache Spark and Snowpark for scalable data processing is a plus.
- Strong analytical and problem-solving abilities.
Benefits
- Salary range of $90,000 to $115,000.
- Annual bonus eligibility, retirement savings, share plan, health benefits, personal wellness support, and volunteer opportunities.
- Hybrid flexible work model.
- Career development and professional development education opportunities.
- Competitive vacation package with the option to purchase five additional days off per year.
- Employee-driven diversity and inclusion programs and corporate wellness programs.
- Employee discount on home and auto insurance where applicable.
Tech Stack
Apache AirflowApache SparkAWSAzureDockerGoogle Cloud PlatformJenkinsLinuxMLflowNumPyPandasPythonscikit-learnSnowflakeSQLXGBoost
Categories
About Aviva Investors
Aviva Investors is the global asset management business of Aviva plc, headquartered in London and founded in 2008. It manages fixed income, equity, real assets, multi-asset, and alternative strategies, including ESG-oriented mandates, for institutional, wholesale, and retirement clients worldwide. Its business model centers on management and performance fees from pooled funds and segregated mandates across global markets.