Senior Data Scientist, Generative AI Data & Analytics Oakville, Ontario

Geotab Inc.; Oakville; On-site; CAD 80,000 - 130,000; Full time

Job summary

An established industry player is seeking a Senior Data Scientist specializing in Generative AI. This role involves designing and developing innovative AI models that drive efficiency and innovation in the telematics sector. You will collaborate with cross-functional teams to implement cutting-edge solutions, enhancing product offerings and improving operational performance. If you are passionate about technology and eager to make a significant impact in a fast-paced environment, this opportunity is perfect for you. Join a company that values creativity and offers a supportive culture where you can thrive and reach your full potential.

Benefits

Health Benefits

Flexible Work Hours

Professional Development Opportunities

Inclusive Work Culture

Remote Work Options

Team Building Activities

Qualifications

• 5-8 years of experience in a Data Scientist role with a focus on AI.
• Expertise in machine learning models, especially generative AI applications.

Responsibilities

• Design and implement generative AI models to enhance telematics applications.
• Collaborate with teams to integrate AI solutions into products.

Skills

Python Programming

SQL Queries

Machine Learning

Deep Learning

Data Analysis

Project Management

Prompt Engineering

Statistical Analysis

Education

Master's in Data Science

Bachelor's in Mathematics

Bachelor's in Computer Science

Tools

Google BigQuery

OpenAI Frameworks

VertexAI

GCP

Azure

AWS

PyTorch

TensorFlow

Langchain

Job description

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.