FORVIA HELLA
Internship/master's Thesis: Radar-based Perception For Autonomous Driving With Deep Learning(m/w/x)
Full-timeInternshipOn-site
Lippstadt
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FOFORVIA HELLA
Internship/thesis: World Models For Automotive Radar Signal Simulation(m/w/x)
Lippstadt
Full-timeInternshipOn-site
AI/ML
Data Science
Nejo AI Summary
Developing generative ML models for automotive radar signal simulation, comparing generated data with real measurements. Master's degree in Electrical Engineering or Computer Science, strong Python and PyTorch experience needed. Thesis completion opportunity at an international automotive supplier specializing in vehicle electronics.
Requirements
- University enrollment during HELLA tenure
- Final mandatory study requirement not yet started or completed
- Master's degree in Electrical Engineering, Computer Science, or comparable field
- Strong Python programming skills
- Practical PyTorch experience
- Experience with generative models (diffusion, flow matching, VAEs)
- Experience with state-space or world models
- Experience with 3D scene representations (NeRF, implicit fields, 3DGS)
- Very good German or English language skills (C1 level)
Tasks
- Analyze current approaches for synthetic radar signal generation
- Develop generative ML models for radar data generation
- Compare generated data with real radar measurements
- Evaluate generated data for physical plausibility
- Evaluate generated data for statistical properties
- Write a comprehensive final report
Education
- Currently in higher education
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- diffusion models
- flow matching
- VAEs
- state-space models
- world models
- NeRF
- implicit fields
- 3DGS
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of FORVIA HELLA and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- FORVIA HELLA
Praktikum/masterarbeit: Analyseframework Zur Ähnlichkeitsanalyse Von Radar-detektionen(m/w/x)
Full-timeInternshipOn-siteLippstadtfrom 60,000 - 80,000 / year - HELLA
Entwicklung eines Sensorsystems für Automated Driving Plattform(m/w/x)
Full-timeInternshipOn-siteLippstadt - FORVIA HELLA
Master’s Thesis With Pre-internship: Siloxane Vapours And Electrical Relays(m/w/x)
Full-timeInternshipOn-siteLippstadt - HELLA
Internship + Thesis In Materials/forming Technology: Mechanical Joining In The Automotive Industry(m/w/x)
Full-timeInternshipOn-siteLippstadt
FOFORVIA HELLA
Internship/thesis: World Models For Automotive Radar Signal Simulation(m/w/x)
Lippstadt
Full-timeInternshipOn-site
AI/ML
Data Science
Nejo AI Summary
Developing generative ML models for automotive radar signal simulation, comparing generated data with real measurements. Master's degree in Electrical Engineering or Computer Science, strong Python and PyTorch experience needed. Thesis completion opportunity at an international automotive supplier specializing in vehicle electronics.
Requirements
- University enrollment during HELLA tenure
- Final mandatory study requirement not yet started or completed
- Master's degree in Electrical Engineering, Computer Science, or comparable field
- Strong Python programming skills
- Practical PyTorch experience
- Experience with generative models (diffusion, flow matching, VAEs)
- Experience with state-space or world models
- Experience with 3D scene representations (NeRF, implicit fields, 3DGS)
- Very good German or English language skills (C1 level)
Tasks
- Analyze current approaches for synthetic radar signal generation
- Develop generative ML models for radar data generation
- Compare generated data with real radar measurements
- Evaluate generated data for physical plausibility
- Evaluate generated data for statistical properties
- Write a comprehensive final report
Education
- Currently in higher education
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- diffusion models
- flow matching
- VAEs
- state-space models
- world models
- NeRF
- implicit fields
- 3DGS
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of FORVIA HELLA and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
FORVIA HELLA
Industry
Automotive
Description
The company is a listed, international automotive supplier and a global market leader in high-performance lighting technology and automotive electronics.
Not a perfect match?
- FORVIA HELLA
Internship/master's Thesis: Radar-based Perception For Autonomous Driving With Deep Learning(m/w/x)
Full-timeInternshipOn-siteLippstadt - FORVIA HELLA
Praktikum/masterarbeit: Analyseframework Zur Ähnlichkeitsanalyse Von Radar-detektionen(m/w/x)
Full-timeInternshipOn-siteLippstadtfrom 60,000 - 80,000 / year - HELLA
Entwicklung eines Sensorsystems für Automated Driving Plattform(m/w/x)
Full-timeInternshipOn-siteLippstadt - FORVIA HELLA
Master’s Thesis With Pre-internship: Siloxane Vapours And Electrical Relays(m/w/x)
Full-timeInternshipOn-siteLippstadt - HELLA
Internship + Thesis In Materials/forming Technology: Mechanical Joining In The Automotive Industry(m/w/x)
Full-timeInternshipOn-siteLippstadt