Working student (m/f/d) - Generative AI-supported Testing Methods for Automated Driving Development
Eching, Germany
DENSO
You can see Home. DENSO continues to develop technologies that support a better life for all.Company Description
As an automotive supplier, DENSO is leading in developing and providing components and systems for heating, air conditioning, motor cooling, exhaust gas aftertreatment, automotive electrics and electronics and instrumentation.
Job Description
Complexity and scale of automotive systems are increasing, particularly in the area of automated driving and advanced driving assistance systems. The increased complexity of such safety-critical systems demands for advanced testing and verification methods to ensure safety under an abundance of operating conditions and traffic scenarios that may be encountered.
Recently, generative AI has shown promising results for content generation, such as for text (ChatGPT), image (stable diffusion), or video generation (OpenAI SORA). In our R&D work, we would like to explore the possibilities of using generative AI to create traffic scenarios learned from recorded traffic data.
We are seeking for a talented and driven Working Student (m/f/d) to join the Systems Engineering R&D team and support the development of testing methods by using recent results from generative AI for trajectory and scenario generation. In your role, you gain hands-on experience on the training and validation of generative AI models, and contribute to our R&D testing platform for automated driving.
Responsibilities:
- Implementation of a generative AI model for trajectory/scenario generation
- Definition of relevant features in the traffic scene
- Training and validation of the scenario generation model
- Integration of the methods into our existing testing workflow
- Extension of the generation model by a control mechanism to guide the generation procedure towards user-defined targets
- Benchmark the testing campaign to extract critical test case
Qualifications
- Pursuing a B.Sc/M.Sc degree in Computer Science, Electrical Engineering, or a related field.
- Strong programming skills, ideally in Python.
- Familiarity with machine learning training frameworks (e.g. pytorch) is a big plus.
- Familiarity with autonomous vehicle technology and testing methodologies is a plus.
- Fluent level of English or German is required.
- Team player with intercultural competencies as well as independent working style with good self-organization capabilities.
Additional Information
The project will first run for 6 months, with the possibility of extension.
It has come to our attention that various individuals have contacted people offering false employment opportunities with DENSO. Such scams are fraudulent and intended to steal from the victims.
By making you aware of this, we hope to avoid and ultimately stop victims from falling for this scam. Please do not provide any personal or financial information and do not send any money to anyone you suspect of recruitment fraud.
If you are contacted by someone whom you suspect may not be appropriately representing DENSO, please email: EU_DIEU_TALENTACQUISITION@eu.denso.com. Please forward the original email that you received that includes the original subject line and complete header information.
Do not send CVs or vacancy applications to that email address as it will not be reviewed or considered. If you wish to apply for a job, please submit your application for an open position to https://careers.smartrecruiters.com/DENSOINTERNATIONALEUROPE
Tags: ChatGPT Computer Science Engineering Generative AI GPT Machine Learning OpenAI Python PyTorch R R&D Stable Diffusion Testing
Perks/benefits: Career development
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