Data Scientist

7 months ago

Toronto, Canada Home Trust Company Full time

Company Profile

Home Capital Group Inc., together with its operating subsidiary Home Trust Company, has developed a track record of success as Canada’s leading alternative lender, employing nearly 800 people in our Toronto headquarters and branches across the country. Building on the demonstrated strength of our core residential and commercial mortgage lending business, the Company and its affiliates also offer complementary lending services and competitive deposit investment products. Our culture has been shaped by the passion and integrity of our people. Home Trust is a wholly-owned subsidiary of Home Capital Group, trading on the TSX under the symbol HCG.

Position Overview

Working in a fast-paced Agile development environment, Data Scientist’s at Home Trust routinely interact in a hands-on manner with all lines of business and corporate functions to identify opportunities and deliver solutions at scale based on AI/ML models. We offer the right balance of scale, robust data, talent, and commitment for you to engage as a data scientist and make a very meaningful impact on the business. As a greenfield opportunity, you will spend less time discussing and talking about advanced analytics theory and searching for data, and more time developing new and exciting ways to move the business forward using analytics. You will also collaborate with other data scientists, business information analysts, and partners to define optimal processes for how the company leverages data science and advanced analytics.

We want you to help us find new growth opportunities, make improvements in our business processes, and understand changes in the business environment to support our on-going optimization. You will also provide significant input into how we can improve and enhance our data & analytics platform and environment. This will be critical to ensuring we are always ahead of the curve. Your input will be valued as we build our next generation capabilities. We value diversity and know that ethically responsible AI/ML is fundamental to our growing capabilities.

Your business acumen, creative and resourceful problem solving, relationship building, technical acumen, and hands-on, “get things done” approach is a key success criteria for this role.

Position Responsibilities
Working on transformational projects using large data sets (structured and unstructured) to deliver business value
Using existing enterprise data - but also seeking relevant external / alternative data sources to find new opportunities
Ability to understand, mine, parse, manipulate, and integrate large data sets
Ability to conduct complex data analysis on large datasets and confidently present findings to the business community
Working closely with other business team members to clearly explain your results, output and how it relates to the business opportunity while ensuring that output is practical and actionablw
Developing processes to monitor and analyze model performance and accuracy
Implementing models and monitoring outcomes
Formal Education
Master's degree preferred in related area
Related Experience
Strong practical business experience building Advanced Analytics models, based on a number of statistical and AI/ML methods including, but not limited to: regression analysis, clustering, decision tree learning, neural networks, time-series, A/B testing, supervised learning, NLP, reinforcement learning, and deep learning
Demonstrated experience in testing/validation, visualizing data, evaluating test results and model performance
Experience with common libraries for ML
Familiarity with collaborative software development tools
Hands-on experience and expertise with different AI/ML frameworks
Experience using advanced coding languages (R, Python, Spark, Scala, etc.) to manipulate data and draw insights from large data sets
Familiarity with Azure Cloud, Power BI and Azure modern data warehouse tools and utilities is a definite asset

**Skills**:Communication (verbal and written) - excellent
Collaborating
Team player
Position Complexities
Some work beyond standard hours
Acknowledgement

All employees of Home Capital Group Inc. must comply with all applicable Home Capital Group Inc, Home Trust Company, and specific Line of Business policies, standards, guidelines and controls. Additionally, all employees are obligated to become familiar with Home’s risk management framework and understand the operational risk management requirements within their specific business. Employees are also expected to understand and comply with the Company’s Code of Business Conduct & Ethics Policy at all times and escalate any issues or concerns through various reporting channels (i.e. Ombudsman, Compliance Hotline, Whistleblower Policy, etc).

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