Big Data Specialist

2 weeks ago

Toronto, Ontario, Canada Scotiabank Full time

About the Role

We are seeking a talented Big Data Specialist to join our growing team and contribute to the development and implementation of innovative credit risk models. In this role, you will leverage your expertise in big data platforms and credit risk modeling techniques to analyze vast datasets, identify trends, and build predictive models that support our lending decisions.

What You'll Do

  • Design, develop, and implement credit risk models and scorecards using advanced analytical techniques.
  • Collaborate with stakeholders across various departments to gather requirements, understand business needs, and translate them into actionable insights.
  • Utilize big data platforms such as Hadoop, Spark, Hive, and Avro to process and analyze large volumes of data.
  • Develop and maintain documentation for models, processes, and results, ensuring transparency and reproducibility.
  • Stay abreast of industry best practices and emerging trends in credit risk modeling and big data analytics.

What You'll Bring

  • 1 or more years of experience with big data platforms / integration (Hadoop, Spark, Hive, Avro).
  • Knowledge about credit risk models / scorecards.

Nice to Haves

  • Experience developing credit risk models / scorecards.
  • Domain expertise with any retail & small business banking products and/or risk management practices.
  • Experience training and deploying machine learning models using common Python open-source frameworks (i.e., scikit-learn) and/or Python DevOps.

What's in It for You?

  • A collaborative work environment that values curiosity & ownership, encourages pragmatic creativity (i.e., true innovation), and celebrates success.
  • Opportunity to learn from and work with a diverse group of accomplished leaders.
  • Access to thousands of online and in-person courses for professional development.
  • Multiple career paths and progression opportunities. We hire you for your talent and not just for the job. We want to see you succeed not just in your role but in your career as a whole.
  • A competitive rewards package that includes a base salary, performance bonus, paid vacation, personal & sick days, and more.

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