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Open position across Drive TLV Alumni companies

Senior Data Scientist

Autofleet

Autofleet

Data Science
Tel Aviv District, Israel · Tel Aviv-Yafo, Israel
Posted 6+ months ago

Autofleet’s data scientists are responsible for researching, developing and maintaining machine learning models and optimization algorithms as well as data infrastructure and pipelines that power autofleet’s Vehicle as a Service platform for optimizing large scale fleets.

As a data scientist in autofleet you will work directly with engineers, sales, product and clients in order to translate business requirements to production level prediction models and algorithms.

What You’ll do

  • 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
  • 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.