BS or higher in a quantitative discipline or equivalent experience
4-6 years of hands-on experience with data science and statistical modeling
Strong expertise in various machine learning methods, including regression and neural networks
Familiarity with Python, SQL, SnowFlake, and Git
Solid analytical skills for data-driven insights
Strong business acumen to translate data analysis into actionable results
Effective communication skills, both verbal and written
Responsibilities
Own the full lifecycle of model development, from exploration to production deployment
Improve business efficiency in credit risk, fraud, marketing, and collections through modeling solutions
Collaborate with Legal and Compliance on model governance and approval
Track and monitor model performance, recommending upgrades or retirement as needed
Analyze datasets to extract insights and compare model performance
Work with cross-functional teams to convert business questions into statistical solutions
Clearly summarize findings for stakeholder presentations
Research and innovate new methods and tools for business improvement
Benefits
Paid Time Off Program
Medical, Dental, Vision, Life Insurance
Disability and other voluntary coverages
Eligibility for RRSP/DPSP program with company match after 3 months
Access to Employee Assistance Program
Emergency Relief Fund
Diversity and Inclusion Council participation
Tuition Reimbursement and Leadership Development Programs
Full Job Description
As a Sr. Data Scientist, you will be working on generating insights from raw data, designing and deploying models, and developing strategies to use model that impact all areas of Attain Finance, including credit risk, fraud, collections, and marketing. You will join a team of data scientist professionals responsible for building and supporting models, conducting analysis, wrangling data, and presenting results to the leadership team. You will leverage deep knowledge of statistics and machine learning models to help solve complex problems with creative solutions and cutting-edge data science techniques.
As a member of our Risk Department, you will be a part of a very dynamic, learning oriented team that thrives on innovation and opportunities to spearhead the deployment of new technologies for managing the growth of Attain Finance lending portfolios.
Responsibilities
Own the full lifecycle of statistical and machine learning model development, utilize cash flow, bureau, or marketing data to develop tool to drive the business, from data exploration, model design, algorithm testing and design, development and deployment, strategy design and monitoring in production
Improve efficiency in various areas of the business, including credit risk, fraud, marketing, and collections by deploying modeling solutions and helping stakeholders develop strategies to use them optimally
Work with Legal and Compliance on model review and approval and to satisfy governance requirements
Conduct regular model performance tracking and monitoring, and provide recommendation on model upgrade or retirement
Explore datasets, looking for insights, performing analysis, and comparing lift between models using different data
Engage with cross-functional team to translate business questions into statistical and machine learning solutions
Summarize your findings and results clearly and concisely to inform stakeholders
Research and develop new methods and tools that can potentially improve the business
Adhere to quality assurance standards, documentation standards, using version control, and code repositories
Qualifications
BS or higher in a quantitative discipline (Statistics, mathematics, qualitative social science, operation management, finance, physics) or equivalent working experience
4-6 years of hands-on experience with data science and statistical modeling
Strong machine learning and statistics track record and expertise on Regression Methods, Classification Methods, Clustering, Neural Networks, Unsupervised Learning Methods, GBM, Xgboost Etc.
Familiarity with Python, SQL, SnowFlake, Git
Solid analytical skills and an understanding of how to utilize data to target improvements, solve problems, and provide data-driven insights
Strong business acumen with ability to translate analytical efforts to business results
Strong organization skills and the ability to communicate effectively, both verbally and in written
Exceptional problem-solving skills and ability to work effectively with minimal Comfortable working both independently and in a team environment.
Base Salary: $110,000 - $150,000 CAD
he base salary range represents the low and high end of the anticipated salary range for this position based on the Canada average. The actual base salary offered for this full-time position will be determined by various factors, including but not limited to, location, skills, knowledge, competencies, and experience.
All full-time salaried employees are eligible for the following benefits, starting on day one: Paid Time Off Program, Medical, Dental, Vision, Life Insurance, Disability, and other voluntary coverages. You will also be eligible to participate in our RRSP/DPSP program once you have completed 3 months of employment with a company match.
Other company perks include access to the Employee Assistance Program, Emergency Relief Fund, Diversity and Inclusion Council, Tuition Reimbursement, Leadership and Development Programs.
