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PhD Student AI-based GraphRAG Parking Functions(m/w/x)
Designing knowledge graphs for AI-based parking functions at automotive manufacturer. Formal methods and graph technologies knowledge required. 30 vacation days, 24.12. & 31.12. off.
Anforderungen
- University degree in cybernetics, computer science, mathematics, physics, or comparable field
- Programming experience (Python, Cypher, CI/CD) and willingness to work with graph technologies
- Knowledge or research interest in formal methods, AI, graph theory, ontologies, requirements engineering
- Ability to abstract and model complex system relationships
- English language level C1
- Analytical, structured, self-driven working style with intrinsic motivation for research
- Problem-solving skills and drive to understand and implement novel approaches
Aufgaben
- Design nearly deterministic knowledge graph for text-based requirements
- Define domain-specific semantic model and ontology
- Implement reasoning mechanisms for verifiable GraphRAG queries
- Develop end-to-end scalable minimum viable product (MVP)
- Use approved toolchains for MVP development
- Evaluate approaches with real-world parking function requirements (SAE Level 2)
- Validate approaches with real-world parking function requirements (SAE Level 2)
- Demonstrate correctness of generated results
- Ensure completeness of generated results
- Maintain traceability of generated results
- Ensure certifiability of generated results
- Collaborate closely with industrial and academic partners
Ausbildung
- Doktor / Ph.D.
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- Cypher
- CI/CD
- graph-based technologies
Benefits
Mehr Urlaubstage
- 30 vacation days
- 24.12. off
- 31.12. off
Firmenwagen
- Vehicle purchase and leasing conditions
Weiterbildungsangebote
- Free seminars on scientific work
Sonstige Vorteile
- Interdisciplinary qualifications
- Scientific exchange within Volkswagen Group
Karriere- und Weiterentwicklung
- Doctoral network participation
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PhD Student AI-based GraphRAG Parking Functions(m/w/x)
Designing knowledge graphs for AI-based parking functions at automotive manufacturer. Formal methods and graph technologies knowledge required. 30 vacation days, 24.12. & 31.12. off.
Anforderungen
- University degree in cybernetics, computer science, mathematics, physics, or comparable field
- Programming experience (Python, Cypher, CI/CD) and willingness to work with graph technologies
- Knowledge or research interest in formal methods, AI, graph theory, ontologies, requirements engineering
- Ability to abstract and model complex system relationships
- English language level C1
- Analytical, structured, self-driven working style with intrinsic motivation for research
- Problem-solving skills and drive to understand and implement novel approaches
Aufgaben
- Design nearly deterministic knowledge graph for text-based requirements
- Define domain-specific semantic model and ontology
- Implement reasoning mechanisms for verifiable GraphRAG queries
- Develop end-to-end scalable minimum viable product (MVP)
- Use approved toolchains for MVP development
- Evaluate approaches with real-world parking function requirements (SAE Level 2)
- Validate approaches with real-world parking function requirements (SAE Level 2)
- Demonstrate correctness of generated results
- Ensure completeness of generated results
- Maintain traceability of generated results
- Ensure certifiability of generated results
- Collaborate closely with industrial and academic partners
Ausbildung
- Doktor / Ph.D.
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- Cypher
- CI/CD
- graph-based technologies
Benefits
Mehr Urlaubstage
- 30 vacation days
- 24.12. off
- 31.12. off
Firmenwagen
- Vehicle purchase and leasing conditions
Weiterbildungsangebote
- Free seminars on scientific work
Sonstige Vorteile
- Interdisciplinary qualifications
- Scientific exchange within Volkswagen Group
Karriere- und Weiterentwicklung
- Doctoral network participation
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
Volkswagen AG
Branche
Automotive
Beschreibung
CARIAD ist das Automotive-Software-Unternehmen der Volkswagen Group, das Softwareplattformen und digitale Kundenfunktionen entwickelt.
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