Data Scientist - Performance Analysis and implementation

  • pin_dropמיקוםהרצליה
  • bubble_chartקטגוריהData Science
  • schoolנסיון3-4 שנות ניסיון
  • workסוג משרהמשרה מלאה

תיאור משרה

General Motors Israel (Herzelia) takes a significant part in shaping the autonomous vehicle. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies. 

Our Group consists of artificial intelligence and robotics experts who are working together with top software engineers and vehicle operation experts to be part of the autonomous vehicle revolution. Our Engineers  gaining a system view of the solution architecture, various applicable standards, ensure and prove the FIDELITY of the scalable simulation platform. The Fidelity level will determine the readiness and safeness of the Autonomous Vehicle solution based on AI technologies.   

About You:

  • Set performance bars for GM Autonomous solutions using your analytical and programming skills
  • Simulation development and results analysis using python and various tool
  • Manipulate and create data-frame for statistical analysis and insights for performance
  • Design and implement noise models for the simulation input signals
  • Plan driving campaigns for Fidelity analysis
  • Implement performance metrics for validation target
  • Learn new data-analysis methods and innovate new ones
  • Work with the data , system and algorithmic teams

דרישות תפקיד

  • B.Sc. or M.Sc. in Mathematics/Statistics/Computer Science/Bioinformatics or other related field
  • Over 3 years in meaningful industry experience - working with complex data sets and data modeling, and extracting meaningful insights
  • Experience in working with and manipulating data and time-series with pandas / MATLAB / R - must
  • Positioned as data scientist - advantage
  • Experienced working on sensor data - advantage
  • Hands-on experience in programming / software engineering. Python - advantage
  • Good Analytical skills and statistical understanding
  • Ability to work independently, guide others and take responsibility and initiatives

General Motors

על החברה

ג'נרל מוטורס הוקמה ב-1908 הנהלת החברה ממוקמת בארה"ב והחברה מעסיקה היום למעלה מ-200 אלף עובדים ברחבי העולם. במרכז הפיתוח והמחקר של GM בהרצליה פיתוח מפנים את הזרקור אל עבר אחד מהנושאים היותר לוהטים בתעשיית הרכב והטכנולוגיה בשנים האחרונות - הרכב האוטונומי.

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