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Sr. Data Scientist
4 months ago
Posted Tuesday, November 28, 2023 at 5:00 AM
Job Summary
Reporting to the VP Modeling, Senior Data Scientist will contribute to the various stages of Machine Learning Model (ML) development and deployment pipelines in a dynamic business environment.
Responsibilities
- Support the development, calibration, validation implementation, automation, optimization, and monitoring of high impact ML models using Python & R
- Develop an in-depth understanding of the business needs and collaborate with other team members towards concept testing and prototype development related to finance, actuarial and risk management reports/data requirements
- Responsible for collecting, parsing, visualizing, and analyzing large data sets from multiple sources to build predictive models or ad hoc data exploration
- Code, test and deploy analytics pipelines to create robust and scalable advanced analytical applications to drive customer-centric automation
- Ensures that advanced analytics pipelines are auditable, secure and will serve multiple user groups
- Contribute to the knowledge base with centralized documentation and code bank and facilitate workshops for the end users
Skills and Qualifications
- University degree in Computer Science/IT or any other data and compute intensive field
- 2-4 years of hands-on experience in various stages of the Machine Learning Model Lifecycle (Feature Engineering, Feature Selection, Hyperparameter tuning, Model Evaluation, etc.)
- Solid experience in Python, PySpark, and Shell Scripting (Linux OS)
- Experience in NLP, Computer Vision, Deep Learning, or Generative AI would be a plus
- Proficient in using libraries such as NumPy, Pandas, Scikit-learn, Spark ML, etc.
- Display a sense of urgency, ensuring timely and high-quality deliverables to stakeholders
- Demonstrated willingness to learn and ado pt new tools/techniques, and open to share the knowledge with others
#LI-Hybrid
S agen is committed to creating a diverse and inclusive work culture that closely matches the diversity of our customers. We encourage applications from all backgrounds and abilities to ensure we get the best, most creative and diverse talent across our business.
Sagen will provide accommodations to applicants with disabilities throughout the selection process to meet their individual needs.
As an Employer Partner of the Canadian Center for Diversity and Inclusion and a member of the Black North Initiative, Sagen encourages you to apply and join a fantastic organization.
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