Machine Learning jobs in Germany

Design, develop, and maintain high-quality, scalable Python code for our open source SDK, specifically tailored to data scientists seeking to build highly optimized AI solutions for edge computing environments.

Berlin / Hybrid possible

Full-time

Frequenz is a vibrant technology company developing groundbreaking artificial intelligence solutions that enable the rapid transition towards a world of decentralized energy. Our open source developer platform allows customers to accelerate their path towards 100% renewable energy. We’re helping companies rapidly transition from being passive electricity consumers to becoming fully self‑sustaining prosumers, capable of leveraging various renewable energy assets. We empower them to take matters into their own hands as they pursue a better future for us all.

We’re passionate about making the impossible possible by rethinking out‑dated processes and questioning the status quo. For us, the edge is the future, and our journey has only just begun. We’re looking for people ready to dive in head first, but be warned: it will be a hardcore ride where each day everyone tells you what we aim to achieve isn’t possible. If this challenge doesn’t deter you, then you may be a good fit… after all, saving the planet is no easy feat!

• Design, develop, and maintain high‑quality, scalable code for our open source Python SDK, specifically tailored to data scientists seeking to build highly optimized AI solutions for edge and cloud computing environments.
• Work closely with data scientists and other stakeholders to understand their requirements, challenges, and goals.
• Continuously refine the SDK based on user feedback, industry trends, and emerging technologies, ensuring it remains a cutting‑edge solution for data scientists and developers working in the renewable energy sector.
• Mentor data scientists to write high‑quality code and incorporate their feedback into SDK improvements.
• Collaborate with cross‑functional teams to develop innovative solutions for the renewable energy sector using sophisticated AI models.
• Implement and optimize data pipelines and tools necessary to run AI models efficiently on edge devices with limited computing resources.
• Understand and apply industry best practices in edge and cloud computing, AI, and electricity systems to ensure the effectiveness of our solutions.
• Participate in code design, reviews, debugging, and performance analysis to maintain code quality.
• Stay up‑to‑date with the latest advancements in AI, edge and cloud computing, electricity, and renewable energy technologies.
• Occasionally (re)write performance‑critical components of the SDK in Rust, and use Rust to write cloud servers that implement our internal APIs.

• 4+ years of experience working with Python, or other programming languages, specifically statically‑typed and high‑performance languages such as Rust, Go, or C/C++.
• Strong problem‑solving skills and the ability to think critically and creatively.
• Experience designing, documenting, and maintaining software libraries, frameworks, SDKs or tools for developers.
• Familiarity with edge computing concepts or resource‑constrained environments, or with cloud computing concepts and scalable systems.
• Excellent communication and collaboration skills, with the ability to work both independently and as part of a team.

We look for senior‑level candidates in general, but we are open to consider less experienced candidates if they can demonstrate exceptional skills, a strong passion for the role, and similar qualifications even if they are not in a professional setting.

• Experience in authoring, maintaining, or at least contributing to open source projects (send us links!).
• Knowledge of asynchronous and event‑based programming concepts in general (event loops, tasks, concurrency), and specifically in Python using asyncio, or Rust using tokio.
• Familiarity with the actor model and message‑passing.
• Knowledge of electricity concepts, and the electricity domain.
• Experience developing data pipelines and tools for efficient AI model execution.
• Basic knowledge of AI, machine learning, or data science concepts, including understanding of statistical analysis, data manipulation, or visualization techniques, as well as popular data science libraries and tools, such as NumPy, pandas, or matplotlib.

• You are passionate about making a positive impact on our planet's sustainability and dedicated to transforming the energy landscape.
• You have a proactive approach to problem‑solving and are always looking for ways to innovate and improve the development process.
• You are adaptable, embracing a flexible approach to responsibilities and thriving in fast‑paced, dynamic environments.
• You are committed to fostering a diverse and inclusive workplace and comfortable collaborating across various functions and roles.
• You're an out‑of‑the‑box thinker, unafraid to challenge traditional practices and eager to push boundaries in order to achieve the best results for the organization and the environment.

• Strong emphasis on sustainability and environmental responsibility.
• Encouragement of innovation, creativity, and collaboration.
• Focus on responsibilities and adaptability, with less emphasis on fixed roles, fostering a culture of cross‑functional teamwork and flexibility.
• Commitment to employee growth, development as well as mental and physical well‑being.
• Active promotion of diversity, equity, and inclusion.

• Competitive salary and participation in our virtual share program.
• Comprehensive benefits package, including health insurance and pension.
• We value in‑person collaboration in our Berlin office, but hybrid/remote setups can be discussed individually.
• Custom hardware and software setup to fit your needs.
• International and diverse work environment.
• Exceptionally dedicated team with no‑ego attitude that focuses on the big problems.
• Opportunities for professional development and career growth.