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Phileas

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AI-fueld predictions in renewables

Renewables are necessary for the energy transition and are getting more popular. But, they also create new challenges. The weather is unpredictable and difficult to forecast. And if the production deviates from reality, producers have to pay a penalty. We help our customers improve their forecasting and avoid these costs. Phileas uses advanced Machine Learning technology to provide asset-level forecasts for the next hour, day, or week. Production forecasting is the core tool to enable electricity management in a renewable world. Phileas gives customers the necessary insights to improve their performance and help accelerate the energy transition.

Open Positions

Principal Data Scientist

Principal Data Scientist at Renewable Energy Forecasting Company

Principal Data Scientist

Phileas
Remote
Full time
17.11.2023

At Phileas, currently a team of 3, we are building energy production forecasting models for wind and solar energy producers to promote the adoption and viability of green energy. We're looking for a new Principal Data Scientist teammate to help develop these forecasting models and set out technical strategy. We are a small team with great potential. Together with us, you will have the opportunity to guide our ML development focus and take on a leader/mentor role as our team expands! We are located in Vienna, Austria, although home-office is possible. Please indicate in your application that you would be willing to relocate to Austria and work full-time (38.5h). *Must-Have experience: * Programming with Python and using common data science libraries (e.g., NumPy, Matplotlib, Plotly) Machine Learning Modeling frameworks (PyTorch or TensorFlow) Exploratory Data Analysis, critical thinking, pragmatic problem solving *Nice-to-have experience: * Model deployment Time-series forecasting (e.g., Darts or PyTorch Forecasting) Cloud training and deployment (e.g., SageMaker, S3, EC2) Applications in the energy sector, industrial data science, or renewable energy Technical leadership and project management We're looking for someone ready to dive deep to implement novel research methods, pragmatically deliver rapid prototypes, and help shape our ML strategy. If your profile doesn’t match our criteria perfectly, we still encourage you to apply, especially if you are a woman, or belong to a historically underrepresented group.

Python