Job Description: The Opportunity
The Machine Learning Engineers (MLEs) will be part of the Group Advanced Analytics team. They will focus on packaging models, automating workflows, and operationalizing analytics solutions to generate business value across various parts of JH/Manulife.
Responsibilities
- Collaborate with Data Scientists and Data Engineers to design and implement scalable and efficient machine learning pipelines.
- Evaluate and optimize machine learning models for performance and scalability.
- Deploy models into production and monitor performance.
- Handle data science infrastructure for streamlining model development and deployment.
- Propose suitable tools, libraries, frameworks, and programming languages.
- Work with infrastructure architects for scalable solutions.
- Integrate machine learning models into existing systems.
- Stay updated with ML & AI advancements.
- Mentor peers on MLOps best practices.
Impact
- Support other Data Science teams with development and deployment.
- Responsible for infrastructure, deployment support, operationalization, and establishing standard methodologies.
Motivations
- Customer-centric mindset.
- Curious and innovative.
- Team-oriented.
- Ownership and solution-focused.
- Integrity and open communication.
- Promote diversity and inclusivity.
Requirements
- Hands-on experience with large-scale systems.
- Proven skills in operationalizing code using DevOps tools (git, Jenkins, etc.).
- Familiarity with big data processing, data APIs, and automated data quality.
- Experience deploying ML models as REST APIs (Flask, Elasticsearch).
- Strong Python skills; experience with ML libraries (TensorFlow, PyTorch, scikit-learn).
- Advanced SQL knowledge.
- Infrastructure experience (Cloud, Linux, Docker, Kubernetes, Databases).
- Cloud architecture experience (Azure, DataBricks, Data Factory).
- Experience with ETL pipelines and large datasets.
- Knowledge of Large Language Models (GPT-3, BERT).
- Ability to balance urgency with quality.
- Agile product delivery expertise.
Benefits
- Competitive salary and benefits.
- Career growth opportunities.
- Flexible work policies.
- Professional development.
Our Commitment
- Values-driven culture.
- Opportunities for continuous learning.
- Innovation in financial services.
- Diversity, Equity, and Inclusion initiatives.
- Corporate citizenship and social responsibility.
About Manulife
Manulife Financial is a global leader in financial services. Visit Our Story for more.
Equal Opportunity Employment
We embrace diversity and inclusivity, ensuring fair treatment in recruitment, retention, and career development.
Accessibility
Requests for accommodations can be made via recruitment@manulife.com.
Location & Compensation
- Location: Toronto, Ontario (Hybrid)
- Salary Range: CAD $75,880 - $140,920
- Contact recruitment@manulife.com for details outside primary location.
Additional Benefits
- Health, dental, mental health, vision, disability, life insurance.
- Retirement plans and financial wellness programs.
- Paid time off, statutory leaves.
Job Highlights:
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