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PhD Student Long-term Personalization - Agentic AI(m/w/x)
Developing long-term personalization mechanisms for vehicle context and customer behavior using agentic AI at automotive innovation hub. Doctoral studies degree in STEM and deep understanding of agentic AI/ML concepts required. 35-hour work week, 30 vacation days.
Anforderungen
- Good to very good university degree for doctoral studies in mathematics, physics, computer science, data science, electrical engineering, or related field
- Advanced coding proficiency, including data processing, optimization techniques, and software engineering best practices
- Deep understanding of AI/ML concepts (generative models, agentic architectures, multi-modal systems)
- Experience with applied AI research (model training/fine-tuning, benchmarking, experimental prototypes)
- Strong analytical and problem-solving abilities, ideally demonstrated through thesis work, publications, or research projects
- German language proficiency A2
- English language proficiency C1
Aufgaben
- Develop, analyze, and evaluate long-term personalization mechanisms adapting to customer behavior, vehicle context, and environmental factors
- Investigate methods for integrating diverse inputs into adaptive personalization strategies
- Design user-transparent, user-controllable interfaces for customer data management
- Research long-term stability and consistency of personalization
- Develop validation methodologies for personalization
- Create mechanisms to maintain reliable personalization over extended vehicle usage
- Identify and evaluate responsible-AI guardrails for handling long-term personalized data
Berufserfahrung
- ca. 1 - 4 Jahre
Ausbildung
- Doktor / Ph.D.
Sprachen
- Deutsch – Grundkenntnisse
- Englisch – verhandlungssicher
Benefits
Flexibles Arbeiten
- Flexible working hours
- Remote work
Attraktive Vergütung
- Attractive salary
Mehr Urlaubstage
- 30 vacation days
- Paid days off (Dec 24, Dec 31)
Firmenwagen
- Vehicle purchase and leasing conditions
Weiterbildungsangebote
- Free seminars
Karriere- und Weiterentwicklung
- Doctoral network participation
Noch nicht perfekt?
- Agentic AIVollzeitnur vor OrtBerufserfahrenWolfsburg
- Volkswagen AG
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VollzeitPraktikumnur vor OrtIngolstadt, München, Wolfsburg
PhD Student Long-term Personalization - Agentic AI(m/w/x)
Developing long-term personalization mechanisms for vehicle context and customer behavior using agentic AI at automotive innovation hub. Doctoral studies degree in STEM and deep understanding of agentic AI/ML concepts required. 35-hour work week, 30 vacation days.
Anforderungen
- Good to very good university degree for doctoral studies in mathematics, physics, computer science, data science, electrical engineering, or related field
- Advanced coding proficiency, including data processing, optimization techniques, and software engineering best practices
- Deep understanding of AI/ML concepts (generative models, agentic architectures, multi-modal systems)
- Experience with applied AI research (model training/fine-tuning, benchmarking, experimental prototypes)
- Strong analytical and problem-solving abilities, ideally demonstrated through thesis work, publications, or research projects
- German language proficiency A2
- English language proficiency C1
Aufgaben
- Develop, analyze, and evaluate long-term personalization mechanisms adapting to customer behavior, vehicle context, and environmental factors
- Investigate methods for integrating diverse inputs into adaptive personalization strategies
- Design user-transparent, user-controllable interfaces for customer data management
- Research long-term stability and consistency of personalization
- Develop validation methodologies for personalization
- Create mechanisms to maintain reliable personalization over extended vehicle usage
- Identify and evaluate responsible-AI guardrails for handling long-term personalized data
Berufserfahrung
- ca. 1 - 4 Jahre
Ausbildung
- Doktor / Ph.D.
Sprachen
- Deutsch – Grundkenntnisse
- Englisch – verhandlungssicher
Benefits
Flexibles Arbeiten
- Flexible working hours
- Remote work
Attraktive Vergütung
- Attractive salary
Mehr Urlaubstage
- 30 vacation days
- Paid days off (Dec 24, Dec 31)
Firmenwagen
- Vehicle purchase and leasing conditions
Weiterbildungsangebote
- Free seminars
Karriere- und Weiterentwicklung
- Doctoral network participation
Über das Unternehmen
Volkswagen AG
Branche
Automotive
Beschreibung
CARIAD ist das Automotive-Software-Unternehmen der Volkswagen Group, das Softwareplattformen und digitale Kundenfunktionen entwickelt.
Noch nicht perfekt?
- Agentic AI
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Vollzeitnur vor OrtBerufserfahrenWolfsburg - Volkswagen AG
Doktorandin / Doktorand Long-term Personalization - Agentic AI(m/w/x)
VollzeitBefristeter Vertragnur vor OrtKeine AngabeWolfsburg - Volkswagen AG
Head of AI - Driving Innovation Across Product & Enterprise(m/w/x)
Vollzeitnur vor OrtSeniorWolfsburg - Volkswagen AG
PhD Student Inline Surface Inspection(m/w/x)
Vollzeitnur vor OrtKeine AngabeWolfsburg - CARIAD SE
lnternship - User Experience / User Interaction - Pre-Development AI-enabled Experiences(m/w/x)
VollzeitPraktikumnur vor OrtIngolstadt, München, Wolfsburg