Master’s Thesis - LLM-Based Moving-Target Detection and Signal Generation in Economic Narratives

Location: ERL S SK 3

Mode of Employment: Full-time / Fixed Term

A Snapshot of Your Day

You work with public economic and policy-related text and investigate how recurring communication changes over time. exploring LLM-based methods for identifying newly emphasized, de-emphasized, or disappearing themes and exploring how such changes can be transformed into structured and interpretable signal.

How You’ll Make An Impact

• Development of a research approach for temporal comparison of recurring economic or policy communication
• Exploration of LLM-based methods for identifying newly emphasized, de-emphasized, or disappearing themes
• Implementation of a prototype for structured signal generation from changes in narrative emphasis
• Evaluation of alternative methodological approaches for temporal text comparison and signal stability
• Documentation of methodology, findings, and limitations for future reuse in applied text analytics
• Support with the translation of research results into interpretable signal concepts for forecasting-related use cases
  
  
  

What You Bring

• Studies in Data Science, Computer Science, Artificial Intelligence, or a related field at Master’s level
• Knowledge of Python-based data processing and NLP workflows for text analysis and prototyping
• Interest in large language models, prompt-based methods, and temporal text analysis in economic or business-related contexts
• Understanding of research-oriented experimentation and evaluation design for comparing methodological alternatives
• Ability to work independently on implementation, analysis, and technical documentation in an applied research environment
• Experience with embeddings, prompt-based extraction, topic modeling, or text clustering as an advantage
  
  
  

About The Team

Our Gas Services division offers Low-emission power generation through service and decarbonization. Zero or low emission power generation and all gas turbines under one roof, steam turbines and generators. Decarbonization opportunities through service offerings, modernization, and digitalization of the fleet.

Who is Siemens Energy?

At Siemens Energy, we are more than just an energy technology company. With ~100.000 dedicated employees in more than 90 countries, we develop the energy systems of the future, ensuring that the growing energy demand of the global community is met reliably and sustainably. The technologies created in our research departments and factories drive the energy transition and provide the base for one sixth of the world's electricity generation.

Our global team is committed to making sustainable, reliable, and affordable energy a reality by pushing the boundaries of what is possible. We uphold a 150-year legacy of innovation that encourages our search for people who will support our focus on decarbonization, new technologies, and energy transformation.

Find out how you can make a difference at Siemens Energy: https://www.siemens-energy.com/employeevideo

Our Commitment to Diversity

Lucky for us, we are not all the same. Through diversity we generate power. We run on inclusion and our combined creative energy is fueled by over 130 nationalities. Siemens Energy celebrates character – no matter what ethnic background, gender, age, religion, identity, or disability. We energize society, all of society, and we do not discriminate based on our differences.

Rewards/Benefits

• Exciting insights into an international company
• Lay the foundation for your career with us
  
  
  

We value equal opportunities and welcome applications from people with disabilities.

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