Senior Data Scientist
4 weeks ago
How you’ll make an impact:
Design, develop and maintain analytical data products that support the ongoing operational mandates of the ITS Altitude platform. Deliverables may include, but are not limited to, application programming interfaces (API), data pipelines (end-to-end data processing), product analytics, geospatial reference data, predictive models and customer defined data sets. Collaborate with research teams to operationalize research data sets into geospatial data products that support ITS Altitude objectives. Implement new statistical or mathematical methodologies for specific models of data analysis. Provide expert project leadership as a SME: guidance to team members and participate in cross-departmental projects establishing Geotab as a leader in data science. Create algorithms and models to extract information required to solve complex business problems. Conduct causality experiments by applying A/B experiments or epidemiological approach to identify the root issues of an observed result. Identify new, complex queries from Big Data infrastructure from data warehousing database ( Google BigQuery) to add value to the organization. Use machine learning (ML) packages ( Scikit-learn and Tensorflow) to develop ML models and features. Test the performance of data-driven products and make recommendations for improving ITS Altitude’s product suite. Ongoing maintenance and support of existing data-driven products to drive improvement and identify opportunities for enhancements.
What you'll bring to this role:
Post-secondary Diploma/Degree specialization in Data Science, Mathematics, Computer Science, Statistics, or related field. Graduate or post-graduate Degree in Data Science, Mathematics, Computer Science, Statistics, or a related field is highly valued. 5-8 years of experience as a Data Scientist or similar role. 5-8 years experience in writing SQL queries. 5-8 years experience in programming in Python. Solid understanding of machine learning and operations research. Knowledge of data management and visualization techniques. Affinity for statistical analysis and predictive modeling. Experience in the transportation industry and/or with intelligent transportation systems is highly valued. Experience in geospatial modeling and analysis is an asset. Experience with data-as-a-service architecture and cloud-based technologies is an asset. If you got this far, we hope you're feeling excited about this role Even if you don't feel you meet every single requirement, we still encourage you to apply. Please note: Geotab does not accept agency resumes and is not responsible for any fees related to unsolicited resumes. Please do not forward resumes to Geotab employees.Why job seekers choose Geotab:Flex working arrangementsHome office reimbursement programBaby bonus & parental leave top up programOnline learning and networking opportunitiesElectric vehicle purchase incentive programCompetitive medical and dental benefits Retirement savings program *The above are offered to full-time permanent employees only How we work:At Geotab, we have adopted a working model in that we have systems, functions, programs and policies in place to support both in-person and virtual work. However, you are welcomed and encouraged to come into our beautiful, safe, clean offices as often as you like. When working from home, you are required to have a reliable internet connection with at least 50mb DL/10mb UL. Virtual work is supported with cloud-based applications, collaboration tools and asynchronous working. The health and safety of employees are a top priority. We encourage work-life balance and keep the Geotab culture going strong with online social events, chat rooms and gatherings. Join us and help reshape the future of technologyWe believe that ensuring diversity is fundamental to our future growth and progress and is an integral part of our business. We believe that success happens where new ideas can flourish – in an environment that is rich in diversity and a place where people from various backgrounds can work together. Geotab encourages applications from all qualified individuals. We are committed to accommodating people with disabilities during the recruitment and assessment processes and when people are hired. We will ensure the accessibility needs of employees with disabilities are taken into account as part of performance management, career development, training and redeployment processes. If you require accommodation at any stage of the application process or want more information about our diversity and inclusion as well as accommodation policies and practices, please contact us at . Click to learn more about what happens with your personal data.-
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