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PhD Student Context Ontology - Agentic AI

https://www.volkswagen-group.com Logo

Volkswagen AG

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Location:
Germany , Wolfsburg

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Category:
Research and Development

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Contract Type:
Not provided

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Salary:

Not provided
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Job Description:

As part of your PhD, you will work on context orchestration and engineering for next-generation intelligent vehicles. Your research will focus on understanding and structuring dynamic context information within and beyond the vehicle, spanning perception, cognition, and action. A key challenge will be investigating how heterogeneous context sources can be efficiently orchestrated across constrained in-vehicle hardware and extended cloud environments.

Job Responsibility:

  • Develop, analyze and evaluate context‑driven AI components and hybrid agentic systems across perception, cognition, and action
  • Investigate methods for context acquisition, fusion, and orchestration, including interior/exterior camera data, sensor streams, navigation data, vehicle settings, and internet-based information
  • Research and design architectural concepts for context-oriented AI systems on vehicle SoCs and cloud integration, including requirements engineering, model fine-tuning, and hardware-aware optimization
  • Analyze quantitative and qualitative approaches for evaluating system performance under real‑world conditions
  • Work with AI‑agent frameworks for training, designing and optimizing context‑aware intelligent workflows

Requirements:

  • Good to very good university degree qualifying for doctoral studies in computer science, data science, electrical engineering or a related field
  • Advanced proficiency in coding, including experience with data processing, optimization techniques, and software engineering best practices
  • Deep understanding of AI/ML concepts, including generative models, agentic architectures, and multi‑modal systems
  • Experience with applied AI research, such as model training/fine‑tuning, benchmarking, or developing experimental prototypes
  • Strong analytical and problem‑solving abilities, ideally demonstrated through prior thesis work, publications, or research projects
  • German language level A2 and English language level C1
What we offer:
  • Attractive salary & 30 vacation days (+ 24.12. and 31.12. off)
  • 35-hour week, flexible working hours, remote work
  • Special conditions for the purchase and leasing of vehicles
  • Free seminars on scientific work and interdisciplinary qualifications
  • Participation in the doctoral network for scientific exchange with science representatives and other doctoral candidates within the Volkswagen Group

Additional Information:

Job Posted:
March 12, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
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