Data Scientist - Energy Forecasting

Analyst - Data Scientist - Energy Forecasting

Department : System Design

Division : Forecasting

Reference number : 11615

AEMO at the Heart of Energy

AEMO is Australia’s independent energy system and market operator and system planner. AEMO’s purpose is to ensure safe, reliable and affordable energy today, and enable the energy transition for the benefit of all Australians. Australian governments are now committed to a net zero economy for Australia by 2050 and our vision is to enable this. We have the once-in-a-lifetime opportunity to co-design the future of our energy systems, and our core values revolve around character, commitment, and connection. Join us as we contribute to this significant transition in the energy sector.

About The Team

Join AEMO’s Forecasting division, a team at the forefront of Australia’s energy future. We deliver essential data for major reports like the Electricity Statement of Opportunities, Gas Statement of Opportunities, and the Integrated System Plan. Our work involves forecasting electricity and gas demand, tracking the uptake of distributed energy resources (DERs) such as rooftop solar and electric vehicles, and providing analysis that guides critical decisions in the energy sector.

About The Role

As a Demand Forecasting Data Scientist, you'll develop medium to long-term forecasts (1 to 30 years) for Australia’s energy markets using advanced techniques like machine learning, predictive modeling, and time series analysis. You'll help shape the future of energy demand, including trends like electrification and demand flexibility. This role can be based in Melbourne, Sydney, Brisbane or Adelaide.

What You Will Be Doing

• Model Development: Design and test advanced forecasting models for gas and electricity demand, using techniques like machine learning and deep neural networks
• Collaboration: Work closely with other teams on integrated modeling efforts, contributing to a comprehensive understanding of energy demand
• Stakeholder Communication: Effectively communicate complex modeling approaches and results to both internal and external stakeholders through reports and presentations
• Data Coordination: Manage data exchanges with strategic partners, contributing to a multi-sectoral framework for forecasting
  
  
  

What You Will Bring To The Role

• Education: Advanced Degree: Typically, a master's or Ph.D. in Computer Science, Data Science, Machine Learning, Electrical Engineering, or a related field essential
• Certifications: Relevant certifications in machine learning or data science (e.g., DataBricks Certified Machine Learning in Production) favourable
• Experience: Strong background in forecasting, optimization, and time series analysis, especially within the energy sector
• Technical Proficiency: Skilled in Python, R, SQL, PowerBI, and familiar with cloud technologies like Azure and DataBricks and visualisation tools, e.g. PowerBI
• Industry Knowledge: Understanding of AEMO's role, energy sector developments, and the challenges of a transforming power system
  
  
  

In Return Some Of Our Benefits To You

• Flexible working: work from home, part time, job share, hybrid and additional leave options
• Professional development via projects, industry networks, job rotation, study assistance and more.
• Give back with up to 4 days of volunteering leave per year.
• Reward your hard work with annual performance bonuses (subject to eligibility).
• Embrace a healthier you with our wellness program, discounted health insurance, gym perks and our comprehensive Employee Assistance Program (EAP).
  
  
  

About Our Process

AEMO values diversity and inclusivity in the workplace, welcoming applications from all backgrounds without regard to age, disability, gender, sexual orientation, parental status, race, religion and our First Nation peoples. We are dedicated to accommodating applicants' needs during the application or interview process, simply let the us know by emailing us at talent@aemo.com.au

If you would like to know more about working at AEMO , please check out our careers page for more information.

For more information on the Australian Energy Market Operator (AEMO) please refer to www.aemo.com.au or visit one of our social media channels below.