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Aviva

Provides savings, retirement, and insurance solutions

Intermediate Machine Learning Engineer

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeMarkham, ON, Canada

About the Job

Requirements

  • A bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
  • Two to four years of experience in machine learning engineering or related roles.
  • Proficiency in Python and data-processing and machine-learning libraries such as Pandas, NumPy, scikit-learn, and XGBoost.
  • Familiarity with AWS and/or Snowflake cloud services and Linux-based systems.
  • Basic experience with Jenkins and containerization tools such as Docker.
  • Strong SQL skills, including understanding query optimization techniques.
  • Strong analytical and problem-solving abilities.

Responsibilities

  • Assist in designing and implementing machine-learning pipelines and services in cloud and on-premise environments.
  • Collaborate with cross-functional teams to gather requirements and contribute to scalable machine-learning solutions.
  • Support model deployment, monitoring, and performance optimization.
  • Apply MLOps practices such as CI/CD, model versioning, and retraining workflows.
  • Work with Snowflake and AWS services to support machine-learning model deployment.
  • Contribute to the development and maintenance of on-premise machine-learning workflows.
  • Ensure adherence to data privacy, security, and compliance standards.
  • Participate in code reviews and knowledge sharing within the team.

Desired Qualifications

  • Exposure to machine-learning workflow tools such as MLflow and Airflow, and monitoring frameworks.
  • Experience with Apache Spark and Snowpark for scalable data processing.
  • Exposure to cloud platforms such as AWS, Snowflake, Azure, and GCP.

About the Company

Aviva

Provides savings, retirement, and insurance solutions

Aviva is a financial services group that provides savings, retirement, and insurance products to individuals, families, and businesses mainly in the UK, Canada, and Ireland. Its products help people manage long-term financial security through life insurance, pensions, and investment options. The company earns money from insurance premiums, investment income, and fees for asset management, and its offerings span protections, savings accounts, retirement plans, and investment services. Aviva differentiates itself by integrating a strong focus on sustainability and responsible investing (such as its Electric Vehicle Salary Sacrifice Scheme and venture capital investments in emerging tech) and by prioritizing diversity and inclusion in its workforce. Its goal is to help clients secure their financial futures while growing its business through a broad, diversified portfolio of financial products and services.

Company size
10,001+
Company stage
IPO
Headquarters
London, United Kingdom
Founded
1990

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