Machine Learning Engineer - Forecasting
Do you want to be part of facilitating the green transition? Do you thrive in a dynamic, fast-paced environment where your actions drive meaningful change? Do you enjoy solving hard problems together with ambitious people? If this sounds like you, this could be a perfect match.
Join us to facilitate the green transition
Ingrid Capacity was born out of necessity. The old energy system is broken, and we’re here to rewrite the rules. We are a pioneering energy tech company on a mission to shape the future of energy by advancing power grid flexibility and optimization. By using the latest technologies in energy infrastructure and software development, we are building an intelligent, resilient, and sustainable energy system designed for the future.
What we do
We develop, own, and optimize grid-scale battery energy storage and flexible assets across Europe. Using advanced grid analytics, we strategically position our assets where they can support the electricity grid the most. With AI and data algorithmic solutions, combined with large-scale energy storage, we enable a faster and safer integration of renewable energy while eliminating grid challenges.
Since our founding in early 2022, we have emerged as the Nordic leader in enhancing energy system flexibility. We are currently driving an unprecedented expansion, deploying 400 MW of energy storage capacity across 20+ sites in Sweden by 2025 and building innovative software solutions that enhances grid flexibility. At the same time, we are leading our expansion across Europe, starting with Finland, Germany and other key European regions.
About the role
In this role, you will play a key part in a variety of modeling and software development projects focused on forecasting. Forecasting models are central to our trading operations, providing essential inputs for our optimization algorithms. By improving the accuracy and performance of these models, you will directly enhance trading decisions, increase flexibility for grid operators, and contribute to measurable business outcomes – making your work highly valuable to the organization.
Key tasks and responsibilities
- Model Development: Design, build, test, and deploy advanced forecasting models to predict critical variables like prices and power system conditions.
- Collaboration: Collaborate with data engineers and domain experts to ensure reliable data pipelines and robust model performance.
- Monitoring: Track and refine forecasting algorithms to adapt to changing market conditions and improve accuracy over time.
- Insight Generation: Translate complex model outputs into actionable insights for trading, operations, and strategy teams.
- System Integration: Integrate forecasting modules into larger optimization and trading systems, ensuring seamless data flow and decision support.
Who you are
- Theoretical Skills: Knowledge of machine learning, statistics, optimization and experience working with modeling. Experience working with advanced forecasting techniques, ideally within energy.
- Practical Skills: Experience in software engineering, Python, machine learning libraries (e.g. PyTorch), cloud computing (GCP with Vertex AI is a bonus!), containerization technologies (Docker, Kubernetes), and CI/CD pipelines.
- Results-Oriented Mindset: Takes ownership, makes sound decisions, and enjoys seeing projects through to completion.
- Collaborative: We value individuals who thrive in a collaborative environment.
- Learning Agility: Stays up to date with evolving ML technologies and embraces new methods and tools.
A degree in applied mathematics, physics, computer science, or a related field is a plus, but not mandatory for highly experienced candidates. We are more interested in your passion, skills, and drive to make a difference!
What we offer
At Ingrid Capacity, we are not just employees; we are pioneers, visionaries, and catalysts for change. We are at the forefront of the global energy transition, dedicated to shaping the future of power generation. Our company is more than a workplace; it is a platform for innovation, where we dare to push boundaries and turn bold ideas into reality.
We firmly believe that the foundation of any successful company lies in its culture. At Ingrid Capacity, we understand that building a thriving organization demands more than just technology and innovation; it requires a company culture firmly rooted in trust, growth, and the ability to learn from mistakes. We believe that skills can be nurtured in a variety of contexts, starting from within oneself and growing together with people we trust. We are also serious about the wellbeing of our colleagues and having fun together, and with regularly hosted social activities and group training classes, we create a workplace where we can truly thrive.
Application
Sounds like a match? Welcome to apply! We’ll make selections on an ongoing basis and finalize the recruitment as soon as we’ve found the perfect match. Having said that, please don’t wait to submit your application.
We look forward to hearing from you!
/Team Ingrid Capacity
- Department
- Tech
- Locations
- Stockholm