Forecast Model Analyst (Hybrid)

Company Description

The California Independent System Operator (ISO) manages the flow of electricity across the high-voltage, long-distance power lines that make up 80 percent of California's power grid. We safeguard the economy and well-being of 30 million Californians by operating the grid reliably 24/7.

As the impartial grid operator, the California ISO opens access to the wholesale power market that is designed to diversify resources and lower prices. It also grants equal access to 25,865 circuit-miles of power lines and reduces barriers to diverse resources competing to bring power to customers.

The California ISO's function is often compared to that of air traffic controllers. It would be grossly unfair for air traffic controllers to represent one airline and profit from allowing that company's planes to go through before others. In the same way, the California ISO operates independently—managing the electron traffic on a power grid we do not own—making sure electricity is safely delivered to utilities and consumers on time and reliably.

Under the general direction of the Director, participates in developing programs to track, evaluate, implement, and promote forecasting model evolution including production modeling on Short Term Forecasting using Big Data, Machine Learning, Numerical Weather Prediction Models, Artificial Intelligence, and Neural Networks. Develops and enhances energy efficiency models, demand response models, and other energy models and incorporates their impacts to the Short Term Load Forecast.

Qualifications Level of Education and Discipline:

A Bachelor's degree (BA. BS) or equivalent education, training or experience in Engineering, Mathematics, Statistics, Computer Science, Meteorology, Economics or a closely related field. Master's degree preferred.

Equivalent years of education and training, plus two (2) or more years related experience.

Experience in Short or Long Term (Load, Wind, and/or Solar generation, Uncertainty) forecasting using artificial neural network (ANN), Support Vector Machine (SVM), machine learning, and/or regression forecasting techniques. Experience in Short or Long Term Forecasting (Load, Uncertainty, Wind, and/or Solar generation) using numerical weather prediction. Open-source project experiences that demonstrate programming, mathematical, and machine learning abilities and interest. Experience showing application of statistics, advanced mathematics, simulation, software development, and data modeling to integrate and clean data, recognize patterns, address uncertainty, pose questions, and make discoveries. Experience in data management and scientific application processing, including data warehousing, workflow development, and automation. Research experience in Machine Learning, Artificial Intelligence, and Neural Networks (e.g. links to open-source work or link to novel learning algorithms). Knowledge and experience in electricity market designs and power system operations desired. Experience in forecast model technique, tuning, and demonstrated model improvements desired. Familiarity with Numerical Weather Prediction Models and aptitude for working with the statistical analysis of data and gridded atmospheric data sets. Familiarity with ITRON forecast model is preferred. Desired programming languages – SQL, UNIX, C, C#, python, NCL, PERL, Gempack, R, VBA, etc.

Must be able to work effectively in a team environment as facilitator and team member. Excellent analytical, verbal and written communication and documentation skills required, with a demonstrated attention to detail. Ability to use deductive reasoning and analytical thinking with sound judgment and decision-making skills. Excellent interpersonal and conflict resolution skills are also essential. Must be self-starting and willing and able to work independently in a dynamic corporate organization under pressure of tight deadlines and aggressive expectations. Self-motivated, problem solving skills and the ability to influence others without direct authority.

The pay range for the Forecast Model Analyst position is $43.27- $72.12 / hour.

All your information will be kept confidential according to EEO guidelines.