Analyze the behavior of heating systems and their components (e.g. heat pumps, CHP units, boilers, storage systems, heating circuits, hot water systems) and help develop algorithms that energetically optimize system operation., Translate physical system understanding into models, rules, and KPIs that enable data-driven optimization and decision-making., Design meaningful analyses and indicators for our customer platform, giving operators and asset managers clear insights into efficiency, performance, and optimization potential across their asset portfolios., Define and validate alarm rules based on live and historical data to assess the security of supply and early detect operational risks in customer systems., Support the validation of control and optimization strategies, ensuring they are safe, robust, and suitable for real-world heating infrastructure., Act as a bridge between energy engineering, data, and product teams, helping to align technical feasibility, physical constraints, and customer value.