Senior Data Scientist
2 weeks ago
Geotab is a global leader in IoT and connected transportation, certified as a Great Place to Work. We're a diverse and talented team working together to help businesses grow and succeed, while increasing safety and sustainability in our communities.
We're advancing security, connecting commercial vehicles to the internet, and providing web-based analytics to help customers manage their fleets. Our open platform and Geotab Marketplace offer hundreds of third-party solution options, allowing businesses to automate operations by integrating vehicle data with their other assets. With billions of data points processed daily, we leverage data analytics and machine learning to improve productivity, optimize fleets, enhance driver safety, and achieve strong compliance with regulatory changes.
Key Responsibilities:- Design and implement advanced data science solutions to drive innovation and efficiency in the telematics industry.
- Develop and deploy generative AI projects in real-world applications, including fine-tuning and distilling models.
- Leverage advanced machine learning techniques, collaborating with cross-functional teams to apply AI to new product and service development.
- Evaluate and optimize data models for improved performance, ensuring ethical considerations in Generative AI, including data privacy, bias detection, and model explainability.
- Work closely with software developers, AI engineers, and stakeholders to integrate generative AI solutions into telematics platforms.
- 5-8+ years of experience in Data Science or a similar role, with expertise in writing SQL queries, programming in Python, and building production machine learning models.
- Experience in data augmentation techniques to enhance model training and performance.
- Proven experience in developing and deploying generative AI projects, including fine-tuning and distilling models.
- Proficiency in model deployment and cloud services.
- Solid understanding of machine learning principles, statistical analysis, and predictive modeling.
- Strong project management skills, capable of leading projects from conception to completion.
- Business acumen to align technical initiatives with strategic business objectives.
We offer a flexible hybrid working model, home office reimbursement program, baby bonus and parental leave top-up program, online learning and networking opportunities, electric vehicle purchase incentive program, competitive medical and dental benefits, and retirement savings program.
We believe in diversity and inclusion, and we're committed to accommodating people with disabilities during the recruitment and assessment processes and when people are hired. We ensure the accessibility needs of employees with disabilities are taken into account as part of performance management, career development, training, and redeployment processes.
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