Senior Data Scientist (Computer Vision)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Computer Vision): Designing and constructing data modeling processes and computer vision pipelines to optimize fleet management and driver safety with an accent on VLM deployment and multi-modal models. Focus on implementing statistical methodologies, developing predictive models, and optimizing inference infrastructure across cloud and edge environments.
Location: Hybrid in Oakville, Ontario, Canada
Salary: $113,000 - $150,700 CAD
Company
is a global leader in IoT and connected transportation, providing web-based analytics to help businesses manage their fleets and improve driver safety.
What you will do
- Design, develop, and maintain metrics, reports, and dashboards to drive key business decisions.
- Create algorithms and predictive models using ML packages like Scikit-learn and TensorFlow.
- Build and deploy computer vision and video analytics pipelines in production environments.
- Conduct causality experiments using A/B testing and epidemiological approaches.
- Write complex queries in Google BigQuery to extract value from large-scale data infrastructure.
- Collaborate with technical teams and stakeholders to gather requirements and build production datasets.
Requirements
- Bachelor's or Master's degree in Data Science, Mathematics, Computer Science, Statistics, or a related field.
- 5-8 years of experience in a Data Scientist, Computer Vision Engineer, or ML Engineer role.
- Proven experience building CV pipelines in production using Python.
- Hands-on experience with Vision Language Models (VLMs) and multi-modal models.
- Proficiency in SQL and working with BigQuery and Spark.
- Must be located in or eligible to work in Oakville, Ontario, Canada for a hybrid setup.
Nice to have
- Familiarity with 3D reconstruction and LiDAR technologies.
Culture & Benefits
- Flexible hybrid working model with a focus on work-life balance.
- Home office reimbursement program.
- Competitive medical, dental, and retirement savings programs.
- Electric vehicle purchase incentive program.
- Baby bonus and parental leave top-up program.
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