Data Scientist - Oakville, Canada - Sagen

Sagen

Verified Company

Oakville, Canada

2 weeks ago

Posted by:

Sophia Lee

beBee Recruiter

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.