AI Engineer (m|w|d) - Zeitreihenanalyse & Predictive Modeling

About Us

We are INTILION! Our business? We develop and deliver innovative energy storage solutions for the energy transition and the transformation of the energy system. The core of our portfolio includes battery storage systems, corresponding services, and future-oriented services and business models. We deliver to system-relevant and critical energy infrastructures in the commercial, industrial, and power grid sectors.

Sustainable energy supply: We operate in a future-oriented industry and continue to grow – and we'd like to do that with you!

Together, we develop our organization, think completely new, and every idea and experience you bring will move us forward. Strengthen our team in Paderborn and experience how agile working, startup spirit, and constructive feedback culture within the #INTILIONfamily create an atmosphere that gives you and us the power for something great.

Your Role

So you ensure energy

• Analysis, exploration, and statistical evaluation of time series data (e.g., quality, trends, seasonality, outliers, drift)
• Development of ML/DL models for forecasting, anomaly detection, error prediction, and predictive maintenance
• Feature engineering for time series (e.g., lag features, rolling windows, event and calendar effects)
• Operationalization of models: Integration into data pipelines, deployment (API/Batch), and monitoring

What You Bring

What you already have in your memory

• Very good knowledge of time series analysis and modeling (e.g., forecasting, anomaly detection), including suitable validation methods like backtesting
• Very good Python skills and experience with common data and ML libraries (e.g., NumPy, Pandas, Scikit-learn; ideally also PyTorch or TensorFlow)
• Confident handling of data preparation and feature engineering for time series (e.g., resampling, handling missing values, outlier handling, aggregations)
• Ideally, experience with predictive maintenance/industrial analytics, sensor or log data, as well as basic knowledge of MLOps, cloud, or containerization (e.g., Docker, CI/CD, MLflow)

Our Benefits

- so your battery is always charged

• Strong team spirit & cohesion // You become part of the #INTILIONfamily! Strong cohesion and an open and appreciative interaction with each other characterize us and make every team event something special.
• Attractive conditions // In addition to your monthly income and performance-oriented bonus payments, we also offer company-funded retirement plans and capital-forming benefits.
• Flexible working // To balance everything in your life, you naturally have extremely flexible working hours – in the office as well as at your mobile workstation. Plus, there are 30 days of vacation for your recovery.
• Full charge and super convenient location // Charge your e-car at our office location at attractive conditions. We are also conveniently located with quick access to the highway, to Paderborn main station, or towards the city center.
• Modern health management // Your health is important to us! Therefore, we naturally have ergonomic workstations and offer you various health-promoting services as well as the use of our bike leasing.
• Startup atmosphere // Our office is a highlight – let yourself be inspired by the open layout, which offers plenty of space for exchange. For breaks, there are free refreshing and hot drinks.
• Further development // Further development is just as important to us as it is to you, and therefore, with successful collaboration, we also take care of long-term development perspectives.

Contact Us

To become the newest member of the #INTILIONfamily, you can simply upload your CV, a cover letter, and details about your start date and salary expectations. Still have questions? All answers are just a phone call away: Rebecca Ewers-Haurand HR Business Partner

Apply Now