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Rivian and Volkswagen Group Technologies

Senior Model Integration, Correlation Engineer

Rivian and Volkswagen Group Technologies

. Integrate models contributed by domain teams and suppliers into the simulation platform .

Posted 11/11/2026full-timeIrvine • California • United StatesSenior💰 $135,000 - $179,040 per yearWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates expertise in vehicle modeling, controls, and systems engineering, with a strong focus on model-to-vehicle correlation and validation processes. Proficient in integrating and validating physics models within simulation platforms while collaborating effectively with cross-functional engineering teams.

Highest-signal resume keywords
Vehicle ModelingModel-to-Vehicle CorrelationPython for Data AnalysisModelica or Simulink FluencyISO 26262 Exposure

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Vehicle Measurement Data FluencyModel-to-Vehicle Correlation ExperienceEnergy-Consumption ValidationPlant-Modeling FluencyModel Exchange Experience
Soft Skills
Technical Liaison ExperienceCollaboration with Domain Experts
Tools & Technologies
ModelicaSimulinkPythonFMI
Industry Keywords
Automotive Systems EngineeringDFMEASTPAISO 26262

Tech Stack

Tools & technologies
Python

About the role

Key responsibilities & impact
  • Integrate models contributed by domain teams and suppliers into the simulation platform
  • Design and run validation proving integrated models match reference behavior, and maintain validation as models change
  • Lead correlation campaigns against dynamometer, track, and fleet data
  • Publish correlation results with stated validity limits
  • Root-cause simulation-versus-measurement discrepancies and drive resolution with owning teams
  • Author simulation scenarios and acceptance criteria
  • Help domain experts define simulation scenarios and acceptance criteria
  • Own the quality of combining physics models with production controller software in the Virtual Vehicle platform
  • Work daily with domain experts across the organization and determine, using data, how much simulation results can be trusted

Requirements

What you’ll need
  • Fluency with vehicle measurement data: bus signals, logged telemetry, units and encodings
  • BS/MS in Mechanical, Electrical, or Systems Engineering, or a related field — or equivalent demonstrated experience
  • 5+ years in vehicle modeling, controls, or systems engineering — or an equivalent demonstrated record
  • Demonstrated model-to-vehicle correlation experience with quantified results
  • Plant-modeling fluency in at least one toolchain: Modelica, Simulink, or Python
  • Experience with model exchange: FMI or similar
  • Strong Python for data analysis
  • Comfort in a code-first engineering environment
  • Energy-consumption or vehicle-dynamics validation against dynamometer or track data
  • Automotive systems-engineering artifacts: requirements, DFMEA, STPA
  • ISO 26262 exposure
  • Experience as a technical liaison across multiple engineering teams

Benefits

Comp & perks
  • Annual company performance bonus program
  • Equity in the form of Restricted Stock Units (RSUs)
  • Health coverage
  • Retirement savings
  • Time off
  • Family planning programs