Senior Data Scientist, Generative AI Data

2 weeks ago

Oakville, Ontario, Canada Geotab Inc. Full time
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.

Who you are:

Geotab is seeking a Senior Data Scientist, Generative AI who will design and develop generative AI models using advanced machine learning and deep learning techniques. The projects will vary in scope, complexity, and affected business area. If you love technology and are keen to join an industry leader — we would love to hear from you

What you'll do:

As a Senior Data Scientist, Generative AI your key area of responsibility will be to implement advanced data science solutions that drive innovation and efficiency within the telematics industry. The Senior Data Scientist is accountable for designing and running experiments to enhance Gen AI applications, researching and developing new algorithms tailored to telematics data and evaluating and optimizing data models for improved performance. Key responsibilities include leveraging advanced Gen AI techniques, collaborating with cross-functional teams to apply Gen AI to the development of new products and services in addition to continuously improving model performance through systematic testing and refinement. The Senior Data Scientist is expected to stay at the forefront of Gen AI research to continue to introduce cutting-edge solutions to Geotab clients. You will need to work closely with software developers, AI engineers, and stakeholders to integrate generative AI solutions into telematics platforms.

How you'll make an impact

- Research, develop, and implement novel Generative AI solutions tailored to telematics applications.
- Design and develop generative AI models using advanced machine learning and deep learning techniques.
- Implement 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.
- Build evaluation systems to assess model output quality and product experience objectively.
- Design architectures that meet product requirements, balancing considerations such as AI safety and latency.
- Work with software developers, AI engineers, and stakeholders to integrate generative AI solutions into telematics platforms.
- Provide project leadership as a subject matter expert (SME), guiding team members and participating in cross-departmental projects.
- Mentor team members on best practices for AI product development.
- Generate detailed reports and presentations to communicate the impact and value of generative AI solutions to stakeholders.
- Stay updated on industry trends and advancements in generative AI and prompt engineering, integrating best practices into development cycles.
- Engage with the AI research community, applying the latest findings and technologies to AI initiatives.
- Implement new statistical or mathematical methodologies for data analysis models.
- Develop algorithms and predictive models to solve complex business problems.
- Conduct causality experiments using A/B tests or epidemiological approaches to identify root issues.
- Extract value from big data infrastructure (e.g., Google BigQuery) through complex queries and analyses.
- Collaborate with cross-functional teams to seamlessly integrate AI technologies into platforms, ensuring personalized user experiences.
- Maintain comprehensive documentation of research, methodologies, model design, and experimental results.

What you'll bring to the role

- 5-8 years in Data Scientist or similar role. Writing SQL queries, programming in Python, and building production machine learning models. Experience with transformer models such as BERT and GPT, and pre-LLM NLP models like word2vec or GloVe.
- Masters in Data Science, Mathematics, Computer Science, Statistics, or related field.
- Experience with OpenAI's and VertexAI frameworks and APIs.
- Experience in data augmentation techniques to enhance model training and performance.
- Proven experience in developing and deploying generative AI projects in real-world applications, including fine-tuning and distilling models.
- Expertise in prompt engineering closed-source models (e.g., GPT) or open-source models (e.g., Mixtral) for specific application needs.
- Proficiency in model deployment and cloud services (e.g., GCP, Azure, AWS) for scalable solutions.
- Knowledge of data management, including building datasets and evaluating model performance.
- Familiarity with advanced AI frameworks and libraries such as PyTorch, TensorFlow, and Langchain.
- Solid understanding of machine learning principles, statistical analysis, and predictive modeling.
- Ability to ensure ethical considerations in Generative AI, including data privacy, bias detection, and model explainability.
- Strong project management skills, capable of leading projects from conception to completion.
- Excellent communication skills for effective collaboration across teams and with external partners.
- High attention to detail and analytical skills, with the ability to make well-judged decisions.
- Strong team-player with the ability to engage effectively at all organizational levels.
- Business acumen to align technical initiatives with strategic business objectives.
- Adaptive mindset to stay current with evolving technologies and market demands.
- Entrepreneurial mindset and comfort in a flat organizational structure.

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.

#J-18808-Ljbffr

  • Senior Data Scientist, Generative AI

    18 hours ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    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...

  • Data Scientist

    15 hours ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    About the RoleGeotab is seeking a highly skilled Data Scientist to join our team. As a key member of our data science team, you will be responsible for designing and developing advanced machine learning and deep learning models using generative AI techniques.Your Key Responsibilities• Develop and implement novel generative AI solutions tailored to...

  • Senior Data Science Professional

    15 hours ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    Job SummaryWe are seeking an experienced Senior Data Science Professional to join our team. As a key member of our data science team, you will be responsible for designing and developing advanced machine learning and deep learning models using generative AI techniques.Key Responsibilities• Research, develop, and implement novel Generative AI solutions...

  • Lead Data Scientist for AI Solutions

    10 hours ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    The role of a Team Lead, Machine Learning Operations, involves taking ownership of complex projects and collaborating with various teams to implement end-to-end solutions. You will be working closely with Data Scientists, Engineers, and Product Managers to develop and deploy machine learning models that drive business value.In this role, you will have the...

  • Senior Data Scientist

    6 days ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    Senior Data Scientist - Product AnalyticsWho we areGeotab 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...

  • Senior Data Strategy Leader

    3 days ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    At AI Tech Suite, we are revolutionizing the hiring process with our innovative AI-based talent hiring platform. Our mission is to streamline the hiring process for enterprises by leveraging HCI analysis and live interviews.Job DescriptionWe are seeking a Senior Data Strategy Leader to lead the product development for our enterprise segment. This role...

  • Data Analyst/Data Scientist

    4 weeks ago

    Oakville, Ontario, Canada Vital Bio Full time

    About you:Vital Biosciences is seeking a talented Data Analyst/Data Scientist with experience in scientific and technical analysis projects to work on a path-breaking product. The ideal candidate will play a crucial role in developing internal data analysis tools, performing bespoke analyses to develop insights and aid the development of complex system-level...

  • Lead Data Scientist Data

    4 weeks ago

    Oakville, Ontario, Canada Geotab Inc. Full time

    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...

  • Lead Data Scientist

    4 weeks ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    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...

  • Senior Data Analyst

    9 hours ago

    Oakville, Ontario, Canada Geotab Inc. Full time

    Geotab Inc. is seeking a highly experienced Senior Data Analyst to join our team. As a Senior Data Scientist, Product Analytics, you will be responsible for analyzing large datasets to drive business decisions and optimize product performance.This role requires strong expertise in data analysis, machine learning, and statistical modeling, as well as...

  • Chief Data Architect

    1 week ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    AI Tech Suite is revolutionizing the hiring process with its innovative talent hiring platform, Insyght AI. This cutting-edge technology uses Human-Computer Interaction (HCI) analysis to evaluate candidate skills and potential in real-time. The platform enables live interviews, streaming of candidate profiles, and efficient data collection for scoring and...

  • Head of AI Technology

    1 week ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    We're seeking an experienced Senior Product Development Manager to lead our innovative AI-based talent hiring platform, Insyght AI. If you have a passion for transforming the recruitment landscape, this role is your chance to make a lasting impact.Main Responsibilities:Drive the development and evolution of our enterprise productCollaborate with internal...

  • Data Scientist for Scientific Analysis

    6 days ago

    Oakville, Ontario, Canada Vital Bio Full time

    About UsVital Biosciences is a pioneering company that's revolutionizing the diagnostics landscape with its groundbreaking platform, VitalOne. Our mission is to make healthcare more accessible and proactive.### Job DescriptionWe're seeking a talented Data Analyst/Data Scientist to join our team. As a key player in developing internal data analysis tools and...

  • AI Product Development Manager

    1 week ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    Unlocking Efficient Hiring with AI\Inspyght AI's innovative platform revolutionizes the hiring process by leveraging AI and human-computer interaction analysis. By observing human interaction with computers, our platform facilitates live interviews and live streaming of candidate skills, ensuring accurate assessments within 90 seconds.\Data collection is...

  • Senior Data Scientist

    4 weeks ago

    Oakville, Ontario, Canada Geotab Inc. Full time

    Senior Data Scientist - Product AnalyticsBasis:Permanent - Full-timeArea of Interest:Data & AnalyticsLocation:Oakville, OntarioWho we areGeotab 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...

  • Data Science Team Lead

    1 week ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    Company Overview\Inspyght AI is a pioneering talent hiring platform that harnesses the power of artificial intelligence and human-computer interaction analysis. Our platform streamlines the hiring process by leveraging cutting-edge technologies to observe human interaction with computers, allowing for live interviews and live streaming of candidate...

  • Lead Data Professional

    2 days ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    Job Description">The Lead Data Scientist leads and contributes to medium to large projects, generally spanning cross-functional areas within the data department and across technical boundaries. You will work to research, experiment, develop, and bring to production data science solutions involving machine learning models, data processing pipelines, novel...

  • Data Science Practice Lead

    2 days ago

    Oakville, Ontario, Canada AI Tech Suite Full time

    We are seeking a highly experienced Enterprise Analytics Product Director to join our team at AI Tech Suite. As a key member of our organization, you will be responsible for leading the product development for our enterprise segment and taking ownership of the product.ResponsibilitiesSome of your key responsibilities will include:Defining the product vision...

  • Data Analytics Expert

    5 days ago

    Oakville, Ontario, Canada Tbwa ChiatDay Inc Full time

    Geotab is a global leader in IoT and connected transportation, committed to advancing security and innovation.Job OverviewWe are seeking a Senior Data Scientist to join our Product Analytics team. As a key member of our team, you will be responsible for performing data analytics to answer tangible business needs and finding meaningful insights.Key...

  • Data Science Lead

    17 hours ago

    Oakville, Ontario, Canada Geotab Inc. Full time

    At Geotab Inc., we are seeking a seasoned professional to lead our data science efforts. As a Senior Data Scientist, Product Analytics, you will be responsible for translating product analytics metrics into actionable insights and driving business decisions.This role requires strong expertise in data analysis, machine learning, and statistical modeling. You...