Aktuelle Jobs im Zusammenhang mit Master Thesis - Mülheim - Siemens Energy


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  • Mülheim, Deutschland Universität Duisburg-Essen Vollzeit

    ❮ ❯ We are a young, innovative university in the middle of the Metropole Ruhr. Excellent in research and teaching, we think in terms of possibilities instead of limits and develop ideas with a future. We live diversity, promote potential, and are committed to educational equity worthy of the name. Are you interested in participating in...


  • Mülheim an der Ruhr, Deutschland Universität Duisburg-Essen Vollzeit

    ❮ ❯ We are a young, innovative university in the middle of the Metropole Ruhr. Excellent in research and teaching, we think in terms of possibilities instead of limits and develop ideas with a future. We live diversity, promote potential, and are committed to educational equity worthy of the name. Are you interested in participating in cutting-edge...


  • Mülheim an der Ruhr, Deutschland Universität Duisburg-Essen Vollzeit

    ❮❯ We are a young, innovative university in the middle of the Metropole Ruhr. Excellent in research and teaching, we think in terms of possibilities instead of limits and develop ideas with a future. We live diversity, promote potential, and are committed to educational equity worthy of the name. Are you interested in participating in cutting-edge...


  • Mülheim an der Ruhr, Deutschland Universität Duisburg-Essen Vollzeit

    ❮❯ We are a young, innovative university in the middle of the Metropole Ruhr. Excellent in research and teaching, we think in terms of possibilities instead of limits and develop ideas with a future. We live diversity, promote potential, and are committed to educational equity worthy of the name. Are you interested in participating in cutting-edge...

Master Thesis

vor 6 Monaten


Mülheim, Deutschland Siemens Energy Vollzeit

Master Thesis - Development and Validation of Small Language Models in Finance

About the Role

Location Germany Nordrhein-Westfalen Muelheim an der Ruhr
Country/Region: Germany State/Province/County: Land Berlin City: Berlin
Country/Region: Germany State/Province/County: Bayern City: Erlangen
Remote vs. Office Hybrid (Remote/Office) Company Siemens Energy Global GmbH & Co. KG Organization SE CFO Business Unit Gas Services Full / Part time Full-time Experience Level Student (Not Yet Graduated) Location:  MLH R/ BLN H/ ERL S  Mode of Employment:  Full-time / Fixed Term A Snapshot of Your Day  Large Language Models (LLMs) have become more and more relevant within the last years and especially after OpenAI’s release of the GPT model series. In general, these ready-to-use models come with a very broad knowledge which allows them to respond correctly to a wide range of questions. When it comes to domain or company-specific knowledge, however, they lack performance. Recently small language models are hence becoming more prominent as they offer a potential solution for domain specific tasks at lower costs. Therefore, this master thesis is supposed to determine and conduct the steps that are necessary to create a small language model for Finance including a final validation.
How You’ll Make an Impact  Literature research on Language Models with a focus on Small Language Models, efficient training approaches, Open-Source libraries, and trainings datasets, etc.  Identification of all steps that are necessary to train and validate small language models Identification and preparation of the most suitable internal training dataset Implementation and execution of an efficient routine/pipeline to create a small language model Validation of results using common standards and best practices  Documentation and presentation by means of a master thesis What You Bring Master studies in the field of Computer Science or Informatics  Fluent in English, German is a plus Strong practical experience with Python  Strong knowledge in Machine Learning and Language Models Experience with Latex & MS Office Experience with Snowflake is a plus Who is Siemens Energy?  At Siemens Energy, we are more than just an energy technology company. We meet the growing energy demand across 90+ countries while ensuring our climate is protected. With more than 94,000 dedicated employees, we not only generate electricity for over 16% of the global community, but we’re also using our technology to help protect people and the environment. 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:  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.#RPO