NextEra Energy Resources
Florida Power & Light Company is the largest electric utility in the U.S., providing reliable energy to nearly 12 million Floridians. With one of the nation’s most fuel-efficient, cost-effective power generation fleets and industry-leading reliability, we’re redefining what’s possible in energy.
We are seeking a highly self-motivated Data Scientist to join our AMI 2.0 strategic initiative, focusing on developing advanced disaggregation models and extracting grid insights from smart meter data. This role will be instrumental in maximizing the value of our existing AMI infrastructure as grid sensors while supporting the transition to next-generation metering technology.
Key Responsibilities
Design and develop sophisticated disaggregation algorithms to identify individual appliance usage patterns from aggregated smart meter data Create machine learning models for AC anomaly detection and HVAC performance optimization Build predictive models for grid event analysis and meter response optimization Develop algorithms for enhanced load forecasting using high-resolution AMI data Analyze baseline performance of existing meters to identify opportunities for enhanced grid sensing capabilities Support the enterprise cyber risk assessment through data-driven security insights Collaborate on AMI enhancements and distributed intelligence testing Contribute to ADMS integration improvements through advanced data analytics Extract actionable insights from disaggregated AMI data to support regulated programs and customer engagement Develop analytics frameworks for program sales optimization Build customer segmentation models based on energy usage patterns Required Qualifications
3+ years of experience in machine learning and advanced analytics Proficiency in Python, R, and SQL for data analysis and model development Experience with time series analysis and signal processing techniques Preferred Qualifications
Master's in Data Science, Statistics, Electrical Engineering, Computer Science, or related field Experience with energy disaggregation algorithms and non-intrusive load monitoring (NILM) Background in utility data analytics or grid modernization projects Familiarity with AMI systems, SCADA, and ADMS platforms Experience with distributed computing frameworks (Spark, Hadoop) NextEra Energy is an Equal Opportunity Employer. Qualified applicants are considered for employment without regard to race, color, age, national origin, religion, marital status, sex, sexual orientation, gender identity, gender expression, genetics, disability, protected veteran status or any other basis prohibited by law. NextEra Energy provides reasonable accommodation in its application and selection process for qualified individuals, including accommodations related to compliance with conditional job offer requirements, consistent with federal, state, and local laws.
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Design and develop sophisticated disaggregation algorithms to identify individual appliance usage patterns from aggregated smart meter data Create machine learning models for AC anomaly detection and HVAC performance optimization Build predictive models for grid event analysis and meter response optimization Develop algorithms for enhanced load forecasting using high-resolution AMI data Analyze baseline performance of existing meters to identify opportunities for enhanced grid sensing capabilities Support the enterprise cyber risk assessment through data-driven security insights Collaborate on AMI enhancements and distributed intelligence testing Contribute to ADMS integration improvements through advanced data analytics Extract actionable insights from disaggregated AMI data to support regulated programs and customer engagement Develop analytics frameworks for program sales optimization Build customer segmentation models based on energy usage patterns Required Qualifications
3+ years of experience in machine learning and advanced analytics Proficiency in Python, R, and SQL for data analysis and model development Experience with time series analysis and signal processing techniques Preferred Qualifications
Master's in Data Science, Statistics, Electrical Engineering, Computer Science, or related field Experience with energy disaggregation algorithms and non-intrusive load monitoring (NILM) Background in utility data analytics or grid modernization projects Familiarity with AMI systems, SCADA, and ADMS platforms Experience with distributed computing frameworks (Spark, Hadoop) NextEra Energy is an Equal Opportunity Employer. Qualified applicants are considered for employment without regard to race, color, age, national origin, religion, marital status, sex, sexual orientation, gender identity, gender expression, genetics, disability, protected veteran status or any other basis prohibited by law. NextEra Energy provides reasonable accommodation in its application and selection process for qualified individuals, including accommodations related to compliance with conditional job offer requirements, consistent with federal, state, and local laws.
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