baito logo
    navigation?.buttons?.createJob?.text
    vor 4 Tagen
    Green Fusion header
    Green Fusion logo
    Studierendenjobs
    Junior

    Machine Learning Engineer*in (f/m/d)baito Pro Job

    Jetzt bewerben

    Green Fusion (Berlin): Machine Learning Engineer (Working Student) in Energy Tech Start Up (f/m/d)

    Green Fusion GmbH

    New

    Machine Learning Engineer (Working Student) in Energy Tech Start Up (f/m/d)

    Working student
    Data Scientist
    At Green Fusion, we combine digitalization and energy transition to create a sustainable future!
    Our software optimizes heating systems in the real estate sector, tackling climate change through innovative digital solutions and automation. By reducing emissions and energy consumption, we are actively driving the energy transition forward.
    As a Machine Learning Engineer (working student), you will support our Energy Optimization Team by conducting research and developing prototypes for machine learning and reinforcement learning-based energy optimization algorithms.

    Tasks

    • ML Research: Explore the latest literature on state-of-the-art machine learning concepts related to time-series prediction, digital twin modeling, and energy optimization algorithms.
    • Time Series Forecasting: Collaborate with our ML team to develop prototypes for forecasting heating demand and PV production using state-of-the art ML models, and evaluate different approaches.
    • Digital Twin Modeling: Assist in creating state-of-the-art data-driven models for heating systems.
    • Reinforcement Learning (RL) Algorithms: Support the training of RL agents to optimize the operational control of heat pumps for optimal efficiency.
    • Algorithm Development: Contribute to the design and implementation of innovative algorithms that improve energy management and efficiency.
    • Collaboration: Work closely with energy engineers, ML engineers, and data scientists to develop innovative features for our smart home energy management system.
    • Clear Communication: Effectively present findings and insights in a concise and understandable manner, ensuring clarity for all stakeholders.

    Requirements

    • You have proven experience in at least one personal machine learning project, ideally in areas like time series forecasting, digital twin modeling, or reinforcement learning.
    • You bring strong skills in statistics, machine learning, data modeling, data processing, and data cleaning, with particular expertise in working with time series data.
    • You are proficient in Python, Git, Pandas, SciPy, Scikit-Learn, and PyTorch/TensorFlow. Your programming style is clean, well-structured, and maintainable, making it easy for team members to understand and collaborate.
    • Proactive and eager to learn, you have a genuine interest in technical topics and enjoy sharing knowledge with others.
    • You communicate complex insights clearly to a range of stakeholders and foster a collaborative team environment.
    • You are fluent in English and have a basic understanding of German.

    Benefits

    📈An opportunity to expand your skill set in machine learning and reinforcement learning by training models with real production potential!
    🏠 Flexible working hour models, home office, and **remote work. **
    💡 Ongoing training opportunities – whether through job challenges, our open feedback culture, or sponsored training programs, there are always opportunities to learn and grow.
    💼 Employee benefits such as Urban Sports Club or Become1.
    🌱 Direct impact through your job – with us, you can actively contribute to the energy transition and fight against climate change every day.
    💚 We value our team – that's why regular team events are very important to us.
    🙌 The best team that Berlin has to offer – and maybe even beyond. Don’t believe it? Then find out for yourself and apply now!

    While we are still considered pioneers today, we can soon dominate the market with you! First in the DACH region, then throughout Europe.

    You can expect a motivated, open-minded, and dynamic environment that is passionate and ambitious about actively shaping the energy transition – a goal that can only be achieved together!

    We look forward to your application – Fernanda will get in touch with you!

    Updated: 5 minutes ago

    Job ID: 12819669

    Report issue

    Green Fusion GmbH

    11-50 employees

    Software Development

    Ein nachhaltiges Energiemanagement in der Wohnungswirtschaft ist nicht nur bald gesetzlich verpflichtend, sondern darüber hinaus ein aktiver Schritt gegen den Klimawandel, hin zu…

    Read more

    WebsiteLinkedInXing

    Gehaltsschätzung baito Pro Feature

    Min

    Median

    Max

    Engagement Statistikenbaito Pro Feature

    Aufrufe
    Likes
    Bewerbungen

    Deine zukünftigen Kolleg:innenbaito Pro Feature

    bei Green Fusion

    Green Fusion Logo
    1234567
    vor 4 Tagen
    machine learning engineer jobs

    Verweise auf baito

    Du findest gut, was wir machen? Du kannst uns dabei unterstützen. Gib bei deiner Bewerbung an, dass du die Stelle bei baito gefunden hast.

    Jetzt bewerben

    Ähnliche Impact Jobs