Senior Data Scientist
Autofleet
full-time
Posted on:
Location Type: Hybrid
Location: Tel Aviv-Yafo • Israel
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Job Level
About the role
- 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.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonMachine LearningOptimization AlgorithmsData InfrastructureData PipelinesStatistical ModelingData AnalysisData VisualizationSQLA/B Testing
Soft Skills
Self-starterFast-learnerSelf-motivatedCreative Problem SolvingCollaboration
Certifications
Master’s in Computer SciencePh.D. in Computer ScienceMaster’s in Electrical EngineeringPh.D. in Electrical EngineeringMaster’s in Machine LearningPh.D. in Machine LearningMaster’s in Information Systems EngineeringPh.D. in Information Systems Engineering