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Master Thesis - AI Agent for Test Management Based on Regulatory Frameworks and User Requirements - A Case Study on Battery Testing(m/w/x)
Designing and implementing an LLM-powered AI chat-bot for regulatory test management in battery testing. Solid programming skills and basic ML/AI knowledge with LLMs required. Up to 100% remote work, flexible hours, bridge days.
Anforderungen
- Solid programming skills (Python preferred, C++/Java a plus)
- Basic ML/AI knowledge, ideally with LLMs, IR, or recommender systems
- Basic understanding of software engineering concepts (APIs, data models, version control, testing) and cloud development (Azure preferred)
- Interest in or basic knowledge of battery systems and testing
- Analytical skills for translating requirements into formal constraints
- Independent work, complex problem structuring, scientific English documentation
- Interest in or basic knowledge of battery systems and testing
- German skill >B1
- Solid programming skills (Python preferred, C++/Java a plus)
- Basic ML/AI knowledge, ideally with LLMs, IR, or recommender systems
- Basic understanding of software engineering concepts (APIs, data models, version control, testing) and cloud development (Azure preferred)
- Interest in or basic knowledge of battery systems and testing
- Analytical skills for translating requirements into formal constraints
- Independent work, complex problem structuring, scientific English documentation
- Interest in or basic knowledge of battery systems and testing
- German skill >B1
Aufgaben
- Conduct a literature and state-of-the-art review
- Analyze regulatory documents, standards, and user requirements
- Translate requirements into machine-readable rules and constraints
- Design the system architecture for an AI chat-bot
- Implement the AI agent with LLMs
- Integrate interfaces to various data sources
- Develop algorithms and workflows for test recommendation
- Develop algorithms and workflows for automatic scheduling
- Compare AI-based results with a conventional scheduler
- Define quantitative evaluation criteria including utilization and waiting time
- Conduct a battery testing case study
- Assess technical feasibility for desired purposes
- Document results scientifically
- Prepare the Master thesis
- Prepare an internal presentation
Ausbildung
- Laufendes StudiumODER
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Deutsch – verhandlungssicher
Tools & Technologien
- Python
- C++
- Java
- Machine Learning / AI
- Large Language Models
- Information Retrieval
- Recommender Systems
- APIs
- Azure
Benefits
Mehr Urlaubstage
- Bridge days
Flexibles Arbeiten
- Up to 100% remote work
- Flexible working hours
- Flex desk
Weiterbildungsangebote
- FEV Academy
- LinkedIn Learning
Team Events & Ausflüge
- Team events
- Parties
- Foosball
Modernes Büro
- Modern lounges
Ergonomischer Arbeitsplatz
- Electronically adjustable desks
Sonstige Vorteile
- Nintendo
Snacks & Getränke
- Coffee and tea
Gratis oder Vergünstigte Mahlzeiten
- FEV canteen
- Canteen discounts
Noch nicht perfekt?
- FEV.io GmbHVollzeitmit HomeofficeKeine AngabeAachen
- FEV Europe GmbH
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Master Thesis - AI Agent for Test Management Based on Regulatory Frameworks and User Requirements - A Case Study on Battery Testing(m/w/x)
Designing and implementing an LLM-powered AI chat-bot for regulatory test management in battery testing. Solid programming skills and basic ML/AI knowledge with LLMs required. Up to 100% remote work, flexible hours, bridge days.
Anforderungen
- Solid programming skills (Python preferred, C++/Java a plus)
- Basic ML/AI knowledge, ideally with LLMs, IR, or recommender systems
- Basic understanding of software engineering concepts (APIs, data models, version control, testing) and cloud development (Azure preferred)
- Interest in or basic knowledge of battery systems and testing
- Analytical skills for translating requirements into formal constraints
- Independent work, complex problem structuring, scientific English documentation
- Interest in or basic knowledge of battery systems and testing
- German skill >B1
- Solid programming skills (Python preferred, C++/Java a plus)
- Basic ML/AI knowledge, ideally with LLMs, IR, or recommender systems
- Basic understanding of software engineering concepts (APIs, data models, version control, testing) and cloud development (Azure preferred)
- Interest in or basic knowledge of battery systems and testing
- Analytical skills for translating requirements into formal constraints
- Independent work, complex problem structuring, scientific English documentation
- Interest in or basic knowledge of battery systems and testing
- German skill >B1
Aufgaben
- Conduct a literature and state-of-the-art review
- Analyze regulatory documents, standards, and user requirements
- Translate requirements into machine-readable rules and constraints
- Design the system architecture for an AI chat-bot
- Implement the AI agent with LLMs
- Integrate interfaces to various data sources
- Develop algorithms and workflows for test recommendation
- Develop algorithms and workflows for automatic scheduling
- Compare AI-based results with a conventional scheduler
- Define quantitative evaluation criteria including utilization and waiting time
- Conduct a battery testing case study
- Assess technical feasibility for desired purposes
- Document results scientifically
- Prepare the Master thesis
- Prepare an internal presentation
Ausbildung
- Laufendes StudiumODER
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Deutsch – verhandlungssicher
Tools & Technologien
- Python
- C++
- Java
- Machine Learning / AI
- Large Language Models
- Information Retrieval
- Recommender Systems
- APIs
- Azure
Benefits
Mehr Urlaubstage
- Bridge days
Flexibles Arbeiten
- Up to 100% remote work
- Flexible working hours
- Flex desk
Weiterbildungsangebote
- FEV Academy
- LinkedIn Learning
Team Events & Ausflüge
- Team events
- Parties
- Foosball
Modernes Büro
- Modern lounges
Ergonomischer Arbeitsplatz
- Electronically adjustable desks
Sonstige Vorteile
- Nintendo
Snacks & Getränke
- Coffee and tea
Gratis oder Vergünstigte Mahlzeiten
- FEV canteen
- Canteen discounts
Über das Unternehmen
FEV.io GmbH
Branche
Automotive
Beschreibung
Das Unternehmen hat es sich zur Aufgabe gemacht, die Automobilbranche zu revolutionieren und intelligente Mobilität für jedermann Realität werden zu lassen.
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- FEV.io GmbH
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Mandatory Internship/Bachelor Thesis/Maser Thesis Advanced RAG for Generative AI-Applications in the Automotive Industry(m/w/x)
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