Principal Data Scientist
hace 4 semanas
How you’ll make an impact:
Regularly communicate and work with senior management stakeholders and product managers to ensure that the product and technical roadmap aligns with Geotab’s data capabilities and potential and shape priorities. Assist executive management in developing and evaluating the long-range impact of new programs and strategies affecting the Data and Analytics Department. Collaborate and share technical knowledge across teams to influence Geotab’s ability to meet cross-functional company goals and achieve larger technical ambitions. Work with leadership to align the data science strategy with overarching vision, mission, and technical goals of the department. Collaborate with cross-functional teams to identify business opportunities, solve complex problems, and leverage data-driven insights to inform decision-making processes. Participate in discussions with the CEO, department leads, or team leads as needed to assist in developing and attaining strategic objectives Work to continually establish and refine best practices in data analytics and data science coding standards Serve as a technical coach and mentor to teams across the department by actively playing a part in the formation of technical strategies, setting decisions and authoring methodology. Provide project leadership and guidance to the team as a technical subject matter expert in data science Keep up-to-date documentation for all areas of responsibility Share technical knowledge to large groups internally and externally, stay well-informed of the industry state-of-the-art, and bring ideas of new technologies, techniques, and practices to the team Take ownership of technical architecture, identify and contribute to the department’s technical strategy and roadmap, and execute to improve products, infrastructure and processes. Break down complex projects into simple systems that can be effectively built and maintained by less experienced data scientists/ developers. Design and implement systems and frameworks that can succeed long term and work well with other platforms at Geotab Stay aware of changes around the company to anticipate and prevent obstacles from hindering team performance. Become a peer to others across the department and drive inter-department technical engineering initiatives that improve product, infrastructure, and processes. Demonstrate Geotab’s core values and culture through collaboration across teams, encouraging recognition and engagement initiatives, attending company events, and demonstrating thought leadership in areas of expertise. Participate in the recruitment process Work with people managers to evaluate the technical acumen of less experienced data scientists and plan growth opportunities
What you’ll bring to this role:
Bachelors degree in a related field. 12+ years of previous experience in the following areas: Proven track record of leading complex data science projects from conception to delivery, preferably in a business or industry setting Geotab’s dominant programming languages for data science (; Python, and SQL), with experience in other relevant languages an asset ( R, C, JavaScript). Object-oriented programming principles. Big data data mining and warehousing programs ( experience with Google BigQuery, Amazon Redshift, or Azure Synapse). Wide variety of supervised and unsupervised machine learning techniques for data exploration and deployment in production systems ( DBSCAN, K-Means Clustering, KNN, DNN, CNN, XGBoost, Random Forest, SVM, Linear/Logistic Regression, Dimensionality Reduction). Common modules and packages for machine learning in Python ( scikit-learn, SciPy, NumPy, TensorFlow). Orchestration platforms for data pipelines ( Apache Airflow). Big data processing SDKs ( Apache Beam, Apache Spark, Apache Hadoop). Strong problem-solving skills with statistical analysis in order to align data products with Geotab’s organizational goals. Able to research and solve open-ended design problems. Focus on accuracy and meticulous attention to detail. Strong project management skills; able to identify business needs, develop effective solutions, and manage projects through to completion. A well-defined sense of diplomacy, including solid negotiation, conflict resolution, and relationship management skills. Exceptional verbal and written communication skills in both English and Spanish, including comfort with delivering presentations and training to both small and large groups, in-person and remotely. Ability to stay relevant and up-to-date with changing technology, data science methodologies, and market demands. Success with the coaching and technical development of employees. Strategic mindset; a keen sense of priorities, along with an ability to pivot as the landscape changes. Strong team player with the ability to engage with all levels of the organization. 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.What makes our staff passionate about Geotab?Flex working arrangementsHome office reimbursement programFantastic state of the art officePublic transportation reimbursement Employer pension contributionsGenerous medical & dental benefits offered to you and family membersElectric vehicle purchase incentive programSubsidized fitness membershipCo-pay tuition reimbursement *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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