The successful candidate will assist in leveraging customer, digital, and transportation datasets to create insights on pricing, marketing, and customer travel behavior. The Data Scientist will assist the Director of Data Analytics and other key stakeholders in bringing actionable data driven solutions to 407 ETR. This job involves model design, data management, data queries, and providing input into programs and policies. This position is part of a highly collaborative and energetic team in a start-up minded environment. Responsibilities: Assemble and analyze data to understand customer behavior from existing 407 ETR data, external data sources and emerging sources. Building Promotions, Loyalty and Pricing models and optimization using python, Gurobi and the like. Undertake analysis of target customer groups (segments) for promotions, loyalty and pricing programs and assess opportunities and strategies for marketing. Ad hoc analysis and modeling of data. Lead project-based work with key business stakeholders. Build customer analytic models such as: targeting, propensity, price elasticity, attrition, lifetime value, churn and segmentation. Develop and measure effectiveness of promotions, loyalty and pricing using methods such as A/B testing, etc. Ability to understand business stakeholder’s issues and create valuable insight. Present complex models and insights to stakeholders in common language Support the Department along with the Information Technology Management Department in planning the structure and storage of new customer related data fields. Qualifications: A University degree in Engineering, Statistics, Mathematics, or Computer Science. Graduate degree in Analytics, Statistics or Operations Research preferred. Minimum 3-5 years working experience with data science techniques: clustering, regression models, classification, anomaly detection and other machine learning techniques. Strong experience building customer analytic models like: targeting, propensity, price elasticity, attrition, lifetime value, churn and segmentation. Experience in deploying Machine learning models. Well-developed business analysis, research and creative problem-solving skills. Organizational skills and time management skills; planning and project management, and ability to meet multiple deadlines. Ability to explain complex models into common language. Strong communication skills and work ethic. Highly collaborative team player with an entrepreneurial spirit. Experience with Python, SQL, Tableau,AWS Sagemaker and AWS cloud. Experience with DataBricks/Snowflake good to have. Our Offer 407 ETR usage (taxable benefit) Competitive salary, bonus structure Competitive vacation package Community culture Continued education budget Expect excellence: Collaborative team, learn, and grow with a high-performance team About 407 ETR Highway 407 ETR is an all-electronic open-access toll highway located in the Greater Toronto Area in Ontario, Canada. The highway spans 108 kilometres from Burlington in the west to Pickering in the east. 407 International Inc. is the sole shareholder of 407 ETR and is owned by: Cintra Global S.E. which is a wholly owned subsidiary of Ferrovial S.A. (48.29%); Canada Pension Plan Investment Board (CPP Investments) and other institutional investors (44.20%); and Public Sector Pension Investment Board (PSP Investments) (7.51%) Learn more at 407etr.com. Note: At 407 ETR, we are committed to fostering a diverse, equitable, and inclusive work environment. We value the unique perspectives and backgrounds of all individuals, and we firmly believe that our individual differences make us stronger as a whole. Our commitment to inclusion extends beyond recruitment and encompasses an inclusive workplace culture through raising awareness, ongoing training, and encouraging feedback. We aim to create a safe and supportive environment where all employees can thrive. Accommodation for disabilities or other grounds protected by human rights legislation are available upon request for candidates taking part in all aspects of the employment selection process. In 1999, 407 International became the owner of the 407 ETR Concession Company Limited ("407 ETR") which is the operator and manager of the highway, which extends 108 kilometres east-west across the top of the Greater Toronto Area. The Company is owned by indirectly owned subsidiaries of Canada Pension Plan Investment Board (total 50.01%), also known as CPP Investments; Cintra Global S.E., a wholly owned subsidiary of Ferrovial S. A. (43.23%); and SNC-Lavalin (6.76%).
