Master/Bachelor Thesis – Robustness of machine learning algorithms

A Snapshot of YourDay

Join Siemens Energy in Finpång, where we are at the forefront of developing and manufacturing gas turbines for power generation and the operation of compressors and pumps. As a key player in the energy transition, our gas turbines are leading the way in adopting green fuels. In this role, you will be part of a dynamic team responsible for advancing the design and technology of measurement methods applied to our products. Imagine being involved in monitoring the operation of gas turbines through hundreds of sensors, identifying and correcting potential issues before they impact performance and longevity. With the help of machine learning algorithms, you will help ensure reliable sensor readings, enabling advanced models to estimate gas turbine health. Your work will contribute to creating robust soft sensors, making a significant impact on our mission to innovate and sustain energy solutions.

How You’ll Make an Impact

• Understand the measurement system architecture, including its components and previous work.
• Develop and maintain methodologies for implementing soft sensors through literature studies.
• Analyze deviations between physical sensors and soft implementations by running algorithms on fleet measurement data.
• Engage in R&D projects and prototype testing to drive innovation.
• Contribute to a positive workplace culture and strengthen team dynamics.

What You Bring

• A Bachelor’s or Master’s degree with a technical focus.
• Experience in machine learning and its applications.
• Knowledge of measurement techniques relevant to the role.
• A curious mindset with a passion for data reduction.
• Strong analytical skills and a collaborative spirit.

About the Team

You will be part of a global network of highly skilled professionals dedicated to advancing energy solutions. At Siemens Energy, you will have the opportunity to grow your expertise and professional life through various initiatives. Collaborate with interesting individuals while working on innovative projects that enhance both conventional and renewable power supply. Our Generation division is committed to reducing carbon emissions and developing transformative technologies for power generation applications.

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.

Application

Don’t hesitate – apply via https://jobs.siemens-energy.com/en_US/jobs , id nr 303262 not later than 2026-10 -15.

Ongoing selection is applied, the role might be filled before last application date.

We refrain from all contact with staffing and recruitment companies, or advertising brokers.

Location: Finspång

Trade Union Representatives:

Unionen, unionen.finspang.se@siemens-energy.com

Sveriges Ingenjörer & SACO, asi.se@siemens-energy.com

Ledarna, Anders Fors, ledarnaklubbenseab@siemens-energy.com

IF Metall, Mikael Malmgren, mikael.malmgren@siemens-energy.com

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