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FE
FEV.io GmbH
last mo.

Master's Thesis Expert-in-the-Loop AgentOps/LLMOps Pipeline for Systems Engineering Process Agents(m/w/x)

Aachen
Full-timeWith Home Office
AI/ML
Data Science

Description

You will bridge the gap between AI and systems engineering by developing an AgentOps pipeline that integrates expert feedback to refine LLM outputs and improve requirements derivation.

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Requirements

  • Solid programming skills, preferably in Python
  • Experience with C++/Java is a plus
  • Fundamental knowledge of machine learning / AI
  • Knowledge of LLMs, prompt engineering, RAG
  • Basic understanding of software engineering concepts
  • Basic understanding of cloud development
  • Analytical skills for experiments and metrics
  • Ability to work independently and document
  • Interest in operationalising AI agents
  • Experience with fine-tuning LLMs is advantageous
  • Interest in systems engineering processes
  • German skill >B1

Tasks

  • Review literature on MLOps, LLMOps, and AgentOps
  • Design an open-source AgentOps pipeline for systems engineering
  • Implement the pipeline with expert-in-the-loop feedback
  • Compare context engineering and fine-tuning adaptation strategies
  • Derive subsystem requirements and test cases
  • Measure precision, recall, and semantic correctness
  • Analyze expert corrections and cost-benefit metrics
  • Quantify the value of expert feedback for improvement

Tools & Technologies

PythonC++JavaAzureAPIsVersion controlTesting

Languages

EnglishBusiness Fluent

GermanBasic

Benefits

More Vacation Days

  • Brückentage

Flexible Working

  • Bis zu 100% Remote Work
  • Flexible Arbeitszeiten
  • Flex Desk

Learning & Development

  • FEV Academy und LinkedIn Learning

Additional Allowances

  • Spendit Card

Team Events

  • Team-Events und Partys

Modern Office

  • Moderne Lounges

Ergonomic Workplace

  • Elektronisch verstellbare Schreibtische

Startup Environment

  • Kicker

Other Benefits

  • Nintendo

Snacks & Drinks

  • Kaffee und Tee

Corporate Discounts

  • FEV-Kantine oder Kantinenrabatte
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