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Magna

Automotive components and contract manufacturing provider

Virtual Initial Calibration of In-Cabin Air Quality Monitoring Models Intern

Applied Machine LearningConfirmed live in the last 24 hours
Internship · Winter 2027Graz, Austria€4.04 /hr

About the Job

Requirements

  • Currently pursuing a technical university or university of applied sciences degree at the Master's level.
  • Solid knowledge and experience in data analysis and machine learning, such as regression and feature selection.
  • Good understanding of thermodynamic and fluid-flow relationships, such as HVAC systems, pressure losses, and flow fields.
  • Basic knowledge of programming languages such as MATLAB or Python for data modeling is advantageous.
  • Able to translate complex physical relationships into data-driven models through a structured, analytical working approach.

Responsibilities

  • Create a dataset from vehicle characteristics and existing calibration parameters for in-cabin air quality monitoring.
  • Identify the most important factors influencing CO2 calibration curves.
  • Identify the vehicle properties with the greatest influence on calibration parameters.
  • Develop a machine-learning model to predict calibration parameters.
  • Automatically generate an initial parameterization for new vehicle platforms.
  • Evaluate prediction quality against a manually created parameterization.
  • Quantify the potential reduction in measurement and calibration effort in the Clean Cabin Air project.
  • Validate predicted parameterization using measurement data and compare it with conventional calibration.
  • Summarize, present, and document the thesis work.

Desired Qualifications

  • Interest in the automotive industry.
  • First experience gained through internships and study projects.
  • Experience with modeling or calibration of vehicle components is advantageous.
  • Able to independently and solution-orientedly evaluate and validate algorithms.
  • Very good German and English skills for documenting and presenting results to the project team and university environment.
  • Helpful disposition and communication skills.
  • Enthusiasm for topics such as climate comfort, air quality, and vehicle virtualization.

About the Company

Magna

Automotive components and contract manufacturing provider

Magna is a global mobility technology company and one of the world's largest automotive suppliers. It designs, manufactures, and integrates components and systems such as body exteriors, powertrains, seating, and ADAS, and also provides complete vehicle engineering and contract manufacturing services. Its products are developed in 338 plants across 28 countries, enabling automakers to outsource from individual parts to full vehicle assembly and to adopt both traditional and electric powertrains in a single facility. Magna's goal is to be a trusted, one-stop partner that accelerates electrification and advanced mobility through its integrated manufacturing and engineering capabilities.

Company size
10,001+
Company stage
IPO
Headquarters
Aurora, Canada
Founded
1957

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