PhD Student, AI-based GraphRAG Parking Functions

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Volkswagen Group

WebsiteLinkedInAll Job Openings

10,000+ employees

🚗 Transport

Transport • Automotive • Manufacturing

Volkswagen Group is a globally recognized automotive manufacturer that offers a wide range of vehicles and services through various brands. The company is dedicated to innovation in electric mobility, research and development, and production processes. With positions available around the world across numerous sectors within the automotive industry, Volkswagen Group focuses on providing exceptional career opportunities in a dynamic work environment.

📋 Description

• Designing a (nearly) deterministic knowledge graph for the structured representation of text-based requirements • Defining a domain-specific semantic model and ontology, including reasoning mechanisms for verifiable GraphRAG queries • Implementing the proposed concepts end-to-end, including delivering a scalable minimum viable product (MVP) based on approved toolchains • Evaluating and validating the approaches using real‑world requirements from selected parking functions (SAE Level 2) • Demonstrating correctness, completeness, traceability, and certifiability of the generated results in close collaboration with industrial and academic partners

🎯 Requirements

• Good to very good university degree qualifying for doctoral studies in cybernetics, computer science, mathematics, physics, or a comparable field of study • Programming experience (e.g., Python, Cypher, CI/CD) and willingness to work with graph-based technologies and tools • Solid knowledge of, or strong research interest in, formal methods, artificial intelligence, graph theory, ontologies, and requirements engineering • Strong ability to abstract and model complex system relationships • English language level C1 • Analytical, structured, and self-driven working style combined with strong intrinsic motivation for scientific research • Strong problem-solving skills and a drive to fully understand and implement novel approaches

🏖️ Benefits

• 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