Machine Learning Research Engineer (mdw)
Machine Learning Research Engineer (mdw)
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Job Description
About Us:
Welcome to Terra One an exciting-fast growing company focused on developing and operating large-scale battery storage systems in Germany. With a focus on innovation and sustainability our company is driving forward the expansion of renewable energy infrastructure in order to make a significant contribution to achieving climate neutrality.
Our Mission:
At Terra One we accelerate the expansion of renewable energy infrastructure by developing and implementing innovative solutions. Our initial focus is on battery storage a crucial component for establishing a flexible and environmentally friendly power grid. By providing energy when it is most needed we help improve the reliability and efficiency of the power grid while simultaneously reducing CO2 emissions. Equally important to our mission is our AI-based energy trading in the European market which works hand in hand with our battery storage solutions.
Our Team:
The energy trading unit is responsible for optimizing assets across all markets balancing renewables and proprietary trading. We trade short term power algorithmically in an expanding geographical scope and have a highly technical team of veteran software engineers leading AI experts and power trading professionals.
Career Opportunity:
In order to reach our goals and increase our impact we are looking for talented people to join our team who want to contribute their knowledge and passion to the energy transition. We are looking to strengthen our team with one additional Senior Machine Learning Research Engineer (m/f/d) this role you will work on all aspects of our cutting-edge machine learning pipeline for intraday price predictions (dataset creation model training model evaluation model deployment).
If youre ready to join our team and make an impact in the energy transition we would be happy to receive your application. We look forward to hearing from you and shaping the future of energy together!
To prepare yourself better for the interview process and have a better understanding on Terra One you can have a read on our Ethos and Master Plan:
Your Tasks:
- Implement and experiment with new ideas to improve prediction accuracy for intraday prices (for example new input features improvements to the model architecture expanding models to more countries or scaling up the model)
- Improve all aspects of our current machine learning pipeline for intraday price predictions: dataset creation dataset loading model training model evaluation and model deployment
- Improve and create tooling and infrastructure to make the above super easy and fast (for example tooling to provision GPU machines or tooling to evaluate models across many different benchmarks quickly)
- Further scale and improve our production pipeline that runs our models to produce price predictions in real time
- Work closely with our data engineers traders and ML experts to come up with novel ideas across our whole value chain
- Work closely with our software and backend engineers to ensure reliable and performant production operations
What we expect from you:
- Youre excited about driving progress in a fast-moving startup company
- 1 year of industry experience
- Strong and respectful communicator with ability to work in a team
- High intellectual curiosity and grit combined with a commercial mindset
- High level of integrity ethical standard and good judgment
- You can be inquisitive and rigorous but also pragmatic
- You are comfortable with empirical experimentation to produce actionable insights
- Fluent in English German is a plus
Qualifications:
- University degree in computer science mathematics physics or related field
- Strong Python programming skills and experience with ML frameworks (PyTorch preferred)
- Proven experience building and deploying ML models in production
- Strong foundation in machine learning particularly deep learning and sequence models
- Experience with distributed computing and handling large-scale data
- Prior experience with time series forecasting and knowledge of energy markets are a plus
Application Requirements:
- Motivation Letter: A brief letter outlining why you are interested in this role and how your background aligns with our mission.
- Technical Summary: Within the motivation letter please include a short explanation of a technical project or piece of work you have contributed to that showcases your expertise.
- Technical Work Samples: If possible share any examples of your technical workthis could be a link to your GitHub profile or another relevant portfolio. Text-based summaries are also welcome if public sharing is not possible.
What We Offer
- A role with real responsibility and high learning opportunities
- Insight into a growing climate tech company
- A modern office with a rooftop terrace and in-house cook
- Free snacks & drinks
- A friendly international team working toward a meaningful mission
- Flexible remote work possibilities
- Professional development support
- Gym membership benefits
- Deutschland Ticket
Diversity & Inclusion
At Terra One we believe that different perspectives drive better solutions. We strongly encourage applications from all backgrounds and are committed to creating an inclusive work environment where everyone is respected and empowered.
Join us and contribute to building the intelligent energy systems of tomorrow. If you see a fit apply now were excited to hear from you!
Employment Type
Full Time
