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Data Analyst – Automotive Lighting Systems

MobileyeJerusalem и ещё 1 городГибридот 2 летКонтракт
PythonSQLAILinuxJiraAutomationSparkData AnalysisKPIGen AIData AnalyticsBig DataAlgorithmsAI toolsStatisticsTrinoPerformance TestingvalidationAutomotiveSoftware TestingData InfrastructureAthenaStatistical AnalysisPrestoHardware TestingAVAEBLighting SystemsNight Driving Data

Описание

As a Data Analyst on the team, you will evaluate the performance of the technology that decides how millions of vehicles light the road at night. You will analyze large-scale night-drive data, investigate system behavior, generate actionable insights, and develop tools that improve analysis processes and operational efficiency. This role includes designing solutions and AI-driven tools that help streamline processes, reduce manual work, and improve the productivity of our analysis and data production environment. The role also requires conducting in-depth investigations developing AI-powered analysis tools, extracting actionable insights from complex data, and translating these findings into recommendations that drive improvements in our technology and products.

Responsibilities

  • Analyze large-scale night-driving datasets to evaluate the performance of our lighting technology, own and evolve the KPI picture, false-positive and false-negative rates, mean time and distance between false events, over a labeled scene catalog spanning countries, road types and weather conditions
  • Investigate complex issues down to a specific frame, light source or classifier decision, identify root causes, and provide actionable insights to the algorithm and software teams
  • Develop AI-powered tools and automation solutions to improve analysis efficiency and shorten the path from a failed drive to an understood root cause
  • Support product and algorithmic decisions through data-driven analysis, including regression analysis between versions and validation of new developments before release
  • Define and refine the data we need: labeling requests, scenario coverage, and edge cases, and monitor the quality of what comes back
  • Collaborate with algorithm, software, research and product teams to validate new developments and verify regulatory scenarios
  • Present findings and recommendations through clear reports, dashboards and summaries

Requirements

  • B.Sc. in Industrial Engineering, Data Science, mathematics, physics etc.
  • 2+ years of experience in data analysis, research, or a similar analytical role
  • Strong technical ability, and scripting abilities
  • Experience in using AI tools
  • Fluent English

Nice to have

  • Hands-on experience with Python
  • Familiarity with AI tools, machine learning concepts, or data-driven technologies
  • Experience analyzing perception, computer vision, or sensor-based systems

We offer

  • Temporary position for 9 months