System Performance Analyst II (AI)
Description
Position Title: Systems Performance Analyst II
Department: Operations & Maintenance
Reports To: Manager, Data Analytics
Description:
Recurrent Energy Power Services (REPS) Operations and Maintenance operates utility-scale solar plants and battery energy storage systems on five continents. With close to 5 GW contracted and under operations, REPS has developed recognized expertise in the field of solar plants and battery system operations. Engineering know-how, analytic prowess, and technical on-site skills, ensure that our clients can count on the best service for their plants.
In line with our current growth, Recurrent Energy is looking for a system performance analyst (level II) to assist in the in-depth analysis of performance data from solar photovoltaic and battery storage plants. This position is at the crossroads of solar energy, engineering, and data analytics.
REPS is launching an initiative to develop emerging technologies in Machine Learning (ML) and Artificial Intelligence (AI) to redefine the future of solar farms and energy storage.
This integration promises operational efficiency, enhanced predictability and forecasting, reduced maintenance costs, improved energy production and refined management strategies with improved KPIs.
This position is to assist with the development of these tools and the long-term training, maintenance, and onboarding of new sites into the platform.
The initial development phase will include:
Automating tasks currently done manually by operators Identifying opportunities to improve performance (and detecting under-performing assets) Performing predictive failure analysis
with the possibility of expanding the program once these have been completed.
Responsibilities:
- Analyze the performance of utility-scale solar plants and battery energy storage systems; identify trends, anomalies, and areas of improvement to optimize the plants overall performance.
- Participate in the development of ML/AI algorithms for detection of failures, asset underperformance, and predictive maintenance.
- Develop key performance indicators (KPIs) and reports. Present the findings and recommendations to stakeholders, including tech team and clients.
- Contribute to the maintenance and development of scripts to collect and archive data, calculate plant and inverter availability, and other KPIs.
- Recommend and implement performance improvements and optimization strategies to enhance energy generation and system efficiency.
- Recommend and implement performance improvements and optimization strategies to enhance energy generation and system efficiency.
- Develop automated diagnostic tools to analyze data and flag underperforming assets.
- Develop and update performance models to simulate the expected energy output of solar systems based on design parameters, environmental conditions, and equipment specifications. Use these models to compare actual performance and identify areas for improvement.
- Conduct the onboarding of new projects, from gathering plant information to full integration in our monitoring platform.
- Lead and mentor junior members of the team.
- Work closely with cross-functional teams, such as program managers, electrical engineers, and maintenance technicians. Provide technical support and guidance the operation phase to ensure optimal performance.
- Ensure that all business activities are performed with the highest ethical standards and in compliance with the Canadian Solar Solution Code of Business Conduct.
- Adhere to all environmental, health and safety rules and company policies
- Complete other duties and projects as assigned.
Qualifications and Experience:
- Degree in Engineering (electrical preferred) or equivalent
- Familiarity with solar photovoltaic or other renewable energy systems
- Experience with a variety of machine learning algorithms, time series data, training and deployment of models, particularly in Python
- AWS knowledge being an asset
- 2+ years of experience in a similar position
- Extensive knowledge of Microsoft Office programs (Word, Excel)
- Strong computer skills and In-depth familiarity with Python/Pandas
- Knowledge of SQL, Git, BI tools an asset
- Excellent communication skills and an ability to write clear, concise reports
- Strong work ethic, positive team attitude and able to work in a fast-paced environment
- Excellent written and verbal communication skills
Note:
The company reserves the right to change the duties and responsibilities of this position at its own discretion.
Recurrent Energy. is an equal opportunity employer.
We are committed to ensuring accessibility for persons with disabilities by identifying, removing and preventing barriers to promote the rights of all persons and to create an inclusive and accessible working environment. Upon individual request, Recurrent Energy will endeavor to remove any barrier to the hiring process to accommodate those candidates with disabilities.