Senior Data Scientist, Generative AI
Geotab
Who we are
Who you are:
We are always looking for amazing talent who can contribute to our growth and deliver results! 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 with software developers, AI engineers, and stakeholders to integrate generative AI solutions into telematics platforms.
To be successful in this role you will be a self-starter with strong written and verbal communication skills, and have the ability to quickly understand complex, technical concepts. In addition, the successful candidate will have strong analytical and project management skills with an ability to identify needs, develop effective solutions, and manage projects through completion. The successful candidate will also be able to manage multiple timelines and contrasting priorities to ensure timely results.
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.
- 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.
Why job seekers choose Geotab
Flex working arrangements
Home office reimbursement program
Baby bonus & parental leave top up program
Online learning and networking opportunities
Electric vehicle purchase incentive program
Competitive medical and dental benefits
Retirement savings program
*The above are offered to full-time permanent employees only
How we work
Other employment statements:
Geotab will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. Additionally, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the Company's legal duty to furnish information.
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 careers@geotab.com. Geotab provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, Geotab complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training. Geotab expressly prohibits any form of workplace harassment or discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status. Improper interference with the ability of Geotab's employees to perform their job duties may result in discipline up to and including discharge. If you would like more information about our EEO program or wish to file a complaint, please contact our EEO officer, Alex Cocq at HRCompliance@geotab.com. For more details, view a copy of the EEOC's Know Your Rights poster. By submitting a job application to Geotab Inc. or its affiliates and subsidiaries (collectively, “Geotab”), you acknowledge Geotab’s collection, use and disclosure of your personal data in accordance with our Privacy Policy. Click here to learn more about what happens with your personal data.