Probabilistic Modelling Specialist (f/m/d)


    EVP Global Functions

    Snapshot of Your Day

    a member of our global team for enterprise data & advanced analytics, you
    work on challenging projects from all areas of the energy industry. By
    combining strategic and business insights with advanced probabilistic
    solutions, domain know-how, and novel modeling techniques, you develop
    methodologies and tools for reliability-based decision-making that improve the
    sustainability and reliability of products, solutions, and services for our

    Passionate about the environment and
    climate change? Ready to be part of the future of the energy transition? The
    Siemens Energy Data Analytics & AI team plays a significant role in driving
    the energy transformation.

    Honestly, we don’t have all the answers.
    Honestly, given the scale of the challenge we need many types of perspectives
    to help reimagine the future. And honestly, we can’t do it alone.

    Our team is looking for innovative,
    enthusiastic, and versatile data, digital, and AI professionals that will drive
    us forward on this exciting venture.

    What You Bring, skills capabilities.

    • Hands-on experience in the field of
      statistical modelling, numerical simulations, data science, or machine learning
    • You have excellent analytical skills
      and profound expertise in statistical modeling (e.g. uncertainty
      quantification, failure analysis, maximum likelihood estimation, random fields)
    • You demonstrate excellent programming
      skills (e.g. C/C++, Python, R) and a good understanding of numerical and
      optimization methods 
    • Good to have: Experience in an
      industry-related environment (e.g. energy sector).
    • You are an excellent team player and
      like to work in multi-disciplinary teams.
    • You are open-minded and willing to
      learn and constantly improve own skills
    • You are passionate about data and
      analytics, and driving data value across all parts of an organization and
    • You have excellent writing and
      communication skills in English, knowledge of German or any other language is a

    You’ll Make an Impact 

    • As part of our global team, you work
      as a subject matter expert for developing advanced probabilistic solutions for
      applications along the value-chain
    • You predict component reliability and
      develop novel modeling techniques to optimize product design and service
    • You support and coach the business in
      the application and implementation of new methods for probabilistic analysis,
      machine learning, and optimization.
    • Your tools and methods are broadly
      applicable across various areas of the business
    • You keep up to date with latest
      developments in physics-based modelling, advances statistics, and data science
      principles and theories to support the business in making truly data-driven
    • In a partner ecosystem, you
      collaborate with universities, research institutes, and other industrial
      players and engage in joint research projects
    • You document and share methods,
      processes, and project results. You regularly communicate and present your

    About the Team

    The Data & Analytics organization has
    been established and designed to help Siemens Energy achieve our mission by
    becoming a data driven organization. Treating and using data as a strategic
    asset enables us to support customers in transitioning to a more sustainable
    world, by using innovative technologies and bringing ideas into reality.

    Check out this video to
    see what we do here! 

    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 92,000
    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. 

    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. 

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