Data Analyst

1 week ago

Waterloo, Ontario, Canada Manulife Insurance Malaysia Full time

Job Summary

Manulife Insurance Malaysia is seeking a skilled Data Scientist to develop sophisticated AI and ML models to enhance the company's anti-fraud program.

Key Responsibilities

  • Collaborate with the anti-fraud team to understand requirements and translate business problems into analytical solutions.
  • Conduct data exploration and preprocessing to identify patterns, trends, and anomalies in transactional data.
  • Develop and refine machine learning models for fraud detection, applying a variety of data sources and advanced analytical techniques.
  • Stay abreast of the latest developments in fraud detection technology and analytics methods.
  • Contribute to the continuous improvement of the anti-fraud program's analytical capabilities.
  • Develop analytical solutions using ML, graph analytics, and link analysis to support investigations of fraud or misconduct.
  • Design and implement experiments to validate and optimize machine learning models, ensuring accuracy, efficiency, and scalability.
  • Deploy machine learning models and applications on cloud platforms like Azure ML or Databricks, ensuring seamless integration and scalability.
  • Collaborate with data engineers and ML engineers to integrate data science solutions into existing systems and workflows.
  • Communicate complex technical concepts and findings to both technical and non-technical partners, ensuring clear understanding and agreement.

Requirements

  • Bachelor's, Master's degree, or Ph.D. in Computer Science, Data Science, Statistics, Engineering, or a related field.
  • Proven experience in data science, analytics, or a related field, with a focus on fraud detection preferred.
  • Proficiency in programming languages such as Python and experience with machine learning libraries/frameworks, e.g., PyTorch, scikit-learn, graph databases (Neo4j/Cypher, Cosmos DB/Gremlin).
  • Knowledge of professional software engineering practices & standard methodologies for the full software development process, including coding standards, code reviews, source control management, build processes, testing, and operations.
  • Experience with AzureML, Databricks, and PowerBI.
  • Strong collaboration and elaboration skills; demonstrates a strong commitment to organizational success; shares resources and demonstrates knowledge across the organization.
  • Strong problem-solving skills and the ability to think critically and creatively to develop innovative solutions.
  • Excellent communication and collaboration skills, with the ability to work effectively in multi-functional teams.

What We Offer

  • A competitive salary and benefits packages.
  • A growth trajectory that extends upward and outward, encouraging you to follow your passions and learn new skills.
  • A focus on growing your career path with us.
  • Flexible work policies and strong work-life balance.
  • Professional development and leadership opportunities.

Our Commitment to You

  • Values-first culture: We lead with our Values every day and bring them to life together.
  • Boundless opportunity: We create opportunities to learn and grow at every stage of your career.
  • Continuous innovation: We invite you to help redefine the future of financial services.
  • Delivering the promise of Diversity, Equity and Inclusion: We foster an inclusive workplace where everyone thrives.
  • Championing Corporate Citizenship: We build a business that benefits all partners and has a positive social and environmental impact.

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