Data Scientist

2 weeks ago


Oakville, Ontario, Canada Sagen Full time
Job Summary

Job Duties

  • Thorough technical validation of code and documentation of ETL and data pipelines, predictive models, and their deployment.
  • Provide validation findings and recommendationsto the modelers.
  • Develop a championchallenger ML/Bayesian/DL/AI model as needed by the business.
  • Support the Director, Model Risk Governance in documenting technical findings for presentation to validation groups and Company's executive.
  • Oversee and ensure an endtoend ML/Bayesian/DL/AI model lifecycle is built in accordance with the company's model risk management framework and industry best practices.
  • Assist pipeline automation and other risk analytics efforts.
Job Requirements

  • Advanced degree in highly quantitative field (Applied Statistics, Applied Mathematics, Applied Physics, Computer Science, Operational Research, Applied Finance, Econometrics, Actuarial, Engineering, etc). Ph.
D. is preferred.

  • Minimum 1 year of work experience in ML/Bayesian/DL/AI model development and deployment. Experience in model risk, quantification and validation is required.
  • Strong programming fundamentals and advanced knowledge in Python, Pandas, R, PySpark, SQL, and similar tools.
  • Solid understanding of various ML/Bayesian/DL/AI algorithms and libraries, e.g., Scikitlearn, Spark MlLib, TensorFlow, Keras, PyTorch, RL etc.
  • Experience with a data visualization tools, particularly PowerBI.
  • Experience with AWS cloud services.
  • Experience with containerization and orchestration tools, particularly Dockers and Kubernetes.
  • Experience working with advanced Git Workflows (pull requests, code reviews, issues, and branching), Jira, and Confluence.
  • Familiarity with any microservices such as Flask, Plumber, React, NodeJS, etc.
  • Familiarity with Unix environment and scripting.
  • Strong written and verbal communication skills enabling the translation of technical results into nontechnical explanations.
  • Fast learner, proactive, resultsoriented, strong problemsolving attitude, and a team player.
Sagen will provide accommodations to applicants with disabilities throughout the selection process to meet their individual needs.
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