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Data Scientist, Generative AI

Geotab
United Statesfull_timeVerifiedPosted 21 Nov 2024

About the role

Who we are

Geotab ® is a global leader in IoT and connected transportation and certified “Great Place to Work™.” We are a company of diverse and talented individuals who work together to help businesses grow and succeed, and increase the safety and sustainability of our communities.   Geotab is advancing security, connecting commercial vehicles to the internet and providing web-based analytics to help customers better manage their fleets. Geotab’s open platform and Geotab Marketplace ®, offering hundreds of third-party solution options, allows both small and large businesses to automate operations by integrating vehicle data with their other data assets. Processing billions of data points a day, Geotab leverages data analytics and machine learning to improve productivity, optimize fleets through the reduction of fuel consumption, enhance driver safety and achieve strong compliance to regulatory changes.   Our team is growing and we’re looking for people who follow their passion, think differently and want to make an impact. Ours is a fast paced, ever changing environment. Geotabbers accept that challenge and are willing to take on new tasks and activities - ones that may not always be described in the initial job description. Join us for a fulfilling career with opportunities to innovate, great benefits, and our fun and inclusive work culture. Reach your full potential with Geotab. To see what it’s like to be a Geotabber, check out our blog and follow us @InsideGeotab on Instagram. Join our talent network to learn more about job opportunities and company news.

Who you are:

We are always looking for amazing talent who can contribute to our growth and deliver results! Geotab is seeking a Generative AI Data Scientist who will assist and implement Generative AI solutions tailored to telematics applications. If you love technology, and are keen to join an industry leader — we would love to hear from you!

What you'll do:

The Generative AI Data Scientist focuses on utilizing data science techniques to develop and enhance solutions within the telematics industry. In collaboration with other Data Scientists on the team, this role will be responsible for implementing and refining Gen AI models, analyzing telematics data to derive insights, and supporting the development of innovative products and services. Key responsibilities include leveraging Gen AI techniques, collaborating with cross-functional teams to optimize models, and contributing to the continuous improvement of model performance through testing and iteration. 

How you'll make an impact

  • Assist and implement Generative AI solutions tailored to telematics applications, with guidance from senior team members.
  • Develop and refine generative AI models using established machine learning and deep learning techniques.
  • Assist in implementing LLM-powered solutions, employing techniques like prompt engineering and Retrieval Augmented Generation (RAG)-based systems.
  • Analyze experimental results to evaluate the effectiveness and accuracy of Generative AI algorithms, providing insights for optimization.
  • Contribute to the development of evaluation systems to assess model output quality and product experience.
  • Work with software developers, AI engineers to integrate generative AI solutions into telematics platforms.
  • Participate in cross-departmental projects, contributing as a data science expert under the direction of senior team members.
  • Document research, methodologies, model design, and experimental results to maintain comprehensive records.
  • Stay informed on industry trends and advancements in generative AI and prompt engineering, applying best practices to development cycles.
  • Implement statistical or mathematical methodologies for data analysis models, following established practices.
  • Develop algorithms and predictive models to solve business problems, with oversight from senior staff.
  • Conduct A/B tests or other experimental approaches to identify root causes of issues, reporting findings to senior data scientists.
  • Extract value from big data infrastructure (e.g., Google BigQuery) through complex queries and analyses.
  • Collaborate with cross-functional teams to integrate AI technologies into platforms, contributing to personalized user experiences.

What you'll bring to the role

  • Bachelors Degree

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Company

Geotab

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