Data Scientist developing and maintaining machine learning models for autofleet's Vehicle as a Service platform. Collaborating with various teams to translate business requirements into predictive models.
Responsibilities
Research and find creative solutions to a unique set of problems
Develop and maintain machine learning models and optimization algorithms from research to production
Develop data infrastructure and pipelines
Collaborate with engineers, sales, product and clients
Requirements
Master’s/Ph.D. in Computer Science, Electrical Engineering, Machine Learning, information systems engineering, or related field.
Strong knowledge in Python – a must.
5+ years of hands-on experience with developing & maintaining production class Machine Learning projects aimed towards solving business problems - a must.
Self-starter, fast-learner, self-motivated, able to think big and move fast.
Familiarity with statistical modeling techniques.
Experience in data analysis and visualization and strong knowledge in SQL.
Experience with A/B testing and simulations - an advantage.
Experience with spatial temporal data / time series - an advantage.
Experience with routing optimization problems - a major advantage.
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