Data Science & AI Specialist
Core
Design and implement aggregation control algorithms, trading optimization models, and predictive maintenance solutions for Virtual Power Plants and microgrids using AI and ML.
Role type
Senior IC data science & AI specialist (energy systems)
Builds
Virtual Power Plant trading algorithms, intelligent agent systems for microgrids, and asset health assessment models
Domain
Energy sector + machine learning
Deliverable
production ML models
Required skills
Python, Golang, Java, PostgreSQL, supervised learning, unsupervised learning, reinforcement learning, time series forecasting, anomaly detection, feature engineering
Preferred skills
power systems fundamentals, smart grid concepts, microgrid/VPP application experience
Technologies
Python, Golang, Java, PostgreSQL
Responsibilities
Design aggregation control and trading optimization models for VPPs; Develop distributed decision-making agents for microgrid autonomous operation; Build device state monitoring and predictive maintenance algorithms; Process time series data and perform model optimization; Collaborate with cloud platform teams for algorithm engineering
Seniority
Senior, hands-on IC
