Data Scientist (Computer Vision)
ClosedBackend Computer Vision Python Deep Learning Pytorch
Location
Vacancies
Job Overview And Responsibility
Were looking for a Data Scientist (Computer Vision) who will empower us to build industry disruptive tech products and enable us to provide our customers with smart actionable insights that will revolutionize their businesses. Conceptualize and develop computer vision models to model driver behavior, road detection, signal detection, in cabin characteristics, etc. Provide signals based on video/image detection algorithms for other machine learning algorithms, such as road flow or traffic densities. Develop signal processing models as to characterize the attributes to a time series matrix. Test and put algorithms into a production ready state. Constructing solution concepts from insights using familiar or unfamiliar data sources or complete or partial data. Imputing the dependency between sensors and time series data. Design and build machine/deep learning and optimization algorithms efficiently Integrate, simulate, and test the impact of algorithms and features on the overall system Develop and execute necessary analyses, simulations, etc. to validate models and identify improvement opportunities Store, retrieve and visualize results in a manner that facilitates required analyses Effectively conceptualize analyses to business/product stakeholders
Required Skills and Experience
Minimum 6 years of relevant experience in one or more of the following: Video/Image detection, prediction, and classification on Signal processing and time series analysis Ph.D., Masters or an outstanding Bachelors in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, Operations Research, Industrial & Systems Engineering, or related technical disciplines. Strong fundamentals in Computer Vision. Proficient with Python and utilizing Deep Learning Libraries such as PyTorch Self-motivated and independent learner who is willing to share knowledge with the team. Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment
Why Candidate should apply this position
About Cartrack
Cartrack is a leading global Software-as-a-Service (SaaS) platform provider for small, medium and large businesses, as well as consumers needing a software platform for data analytics to optimise fleets, driver behaviour, insurance risk, safety and asset recovery.
Data analytics remain Cartrack’s primary offering, in addition to growing its artificial intelligence and value-added services to deliver a tangible return on investment to its subscribers.
Cartrack is also renowned for its agility and speed in developing innovative, first-to-market solutions that are aimed at further enhancing the customer experience.
Cartrack’s impressive organic growth since being launched in South Africa in 2004 has resulted in an extensive footprint in 23 countries across Africa, Europe, North America, Asia Pacific, and the Middle East. With an active subscriber base in excess of 1.5 million, the Group ranks among the largest of its peer companies globally.
Cartrack is a vertically integrated service-centric organisation owning all its unique intellectual property and business processes, ranging from in-house design, device and software development, mobile-technical workshops and sales. Hence, Cartrack is in full control of delivering superior service while also protecting its industry-leading margins and clean balance sheet.
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