Bachelor's Thesis „Geometry Database Creation for AI Model Training“

Magna International; Graz; Vor Ort; EUR 5.000 - 6.000; Teilzeit

Benefits dieser Stelle

Monthly gross compensation of €450

Mobility offers and parking spaces

Daily employee benefits

Access to canteen, café, and shop

Health programs and consulting services

Sustainability programs

Zusammenfassung

Magna International in Graz, Austria, is offering a bachelor's thesis position focused on creating a training and verification database from historical full-vehicle geometry data.

This opportunity includes working with CAD data, documenting all work, and ensuring high data quality. Applicants should be currently studying a technical bachelor's degree and possess relevant experience or knowledge in CAD handling.

Benefits include monthly compensation of €450, employee perks, and health programs.

Qualifikationen

• Relevant experience through internships or study projects is beneficial.
• Knowledge and experience in 3D simulation (CFD or FEM) is helpful but not required.

Aufgaben

• Collect historical geometry data (CAD and mesh data).
• Separate the dataset into training and verification data.
• Prepare and organize the dataset in a logical way.
• Ensure identical data quality and preparation for all vehicles.
• Document all work, including conclusions and recommendations.

Kenntnisse

Knowledge of handling CAD

Communication skills

Interest in the automotive industry

Ausbildung

Currently studying a bachelor’s degree with a technical focus

Tools

ANSA

Jobbeschreibung

Location and Duration

Graz, Austria
Start: ASAP
Duration: 3 months

Job Responsibilities

The aim of the bachelor’s thesis is to create a training and verification database from historical full-vehicle geometry data. You will work with external geometries for external aerodynamics and internal geometry for cabin flow. The database will be used in several projects to train AI models for geometry preparation (AI model training and validation are not in scope of this thesis). The dataset will be split into a training set and a verification set.

• Collect historical geometry data (CAD and mesh data)
• Separate the dataset into training and verification data
• Prepare and organize the dataset in a logical way
• Ensure identical data quality and preparation for all vehicles
• Document all work, including conclusions and recommendations for application

Qualifications

• Currently studying a bachelor’s degree with a technical focus
• Relevant experience through internships or study projects is beneficial
• Knowledge of handling CAD or tessellated data is an advantage
• Basic knowledge of ANSA is an advantage
• Knowledge and experience in 3D simulation (CFD or FEM) is helpful but not required

Preferred Qualifications

• Strong interest in the automotive industry
• High level of helpfulness and excellent communication skills

Benefits

• Monthly gross compensation of €450 (may be increased based on experience)
• Mobility offers and parking spaces
• Daily employee benefits, sporting events and other activities
• Canteen, café and shop access
• Health programs and on‑site consulting services
• Sustainability programs

Equal Employment Opportunity Statement

We are proud to be an equal‑opportunity employer. Hiring is based on experience and qualifications, without discrimination on the basis of color, ancestry, religion, gender, origin, sexual orientation, age, citizenship, marital status, disability or gender identity.