GRIDSIGHT
Energy • SaaS • Artificial Intelligence
GRIDSIGHT is a company that provides advanced analytics and data solutions for optimizing energy networks, particularly focusing on distributed energy resources (DER) and low-voltage network performance. The company offers features such as real-time analytics, automated reports, AI data predictions, and dynamic operating envelopes to help industry leaders improve grid visibility and performance. Their tools are designed to enhance the accuracy of network data, manage voltage and thermal constraints, and maximize DER hosting capacity. GRIDSIGHT's solutions are tailored to empower engineering, marketing, and design teams to efficiently manage energy network operations through data-driven insights. Their technology facilitates the proactive identification of network issues and the verification of installed capacity, ensuring compliance and operational excellence.
Senior/Staff Data Scientist – Grid Modelling
3 days ago
GRIDSIGHT
Energy • SaaS • Artificial Intelligence
GRIDSIGHT is a company that provides advanced analytics and data solutions for optimizing energy networks, particularly focusing on distributed energy resources (DER) and low-voltage network performance. The company offers features such as real-time analytics, automated reports, AI data predictions, and dynamic operating envelopes to help industry leaders improve grid visibility and performance. Their tools are designed to enhance the accuracy of network data, manage voltage and thermal constraints, and maximize DER hosting capacity. GRIDSIGHT's solutions are tailored to empower engineering, marketing, and design teams to efficiently manage energy network operations through data-driven insights. Their technology facilitates the proactive identification of network issues and the verification of installed capacity, ensuring compliance and operational excellence.
📋 Description
• Design and implement generalised powerflow models that work reliably across diverse network topologies, voltage levels, and data quality scenarios • Develop and evaluate advanced modelling techniques — linearised approximations, physics-informed neural networks, graph neural networks, hybrid approaches, and optimal powerflow • Collaborate with experienced power engineers to ensure models are grounded in grid physics and operational reality • Work with talented software engineers to productionise models and integrate them into the platform • Contribute to technical strategy and help establish best practices for model development, validation, and maintenance
🎯 Requirements
• 5+ years in data science or ML roles, with demonstrated impact at a senior or staff level • Deep understanding of electrical distribution networks, power systems, and grid physics — whether from utilities, VPPs, grid tech, or the broader energy sector • Python proficiency and the ability to write quality code for analysis and modelling • Hands-on experience with AC/DC optimal powerflow, physics-informed ML, or similar grid modelling techniques • Optimisation expertise (constrained optimisation, OPF) • Software engineering depth — system design, testing, deployment, MLOps • GIS and network topology experience • Familiarity with Australian or US grid standards and operational practices • Utility systems experience (SCADA, DMS, etc.)
🏖️ Benefits
• Remote-first, with head office in Sydney
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