California ISO

Forecast Model Analyst (Hybrid)

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Folsom, CA

full_time

About This Job

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.

The California ISO is committed to the health, safety, and work/life integration of its employees, and is proud to offer flexible work arrangements. This position would be eligible to participate in a hybrid work capacity, Relocation assistance is available. Job Description

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.

What You Will Be Doing

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Participates in the research, development, and implemention of new forecasting tools and interfaces through the use of computer programming. Responsible for validating, integrating, and preparing large, varied datasets, architecting specialized database and computing environments, and communicating results. Enhances current or develops new tools using computer programming languages such as VBA, Python, Perl, etc. Evaluates potential inefficiencies in current procedures and seeks improvements.

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Researches, develops, and enhances complex energy efficiency models, demand response models, short term load forecast, wind forecast, solar forecast, uncertainty forecast, and other energy models (i.e., plug in electric vehicles, distributive generation models) through the use of statistical, algorithmic, mining and visualization techniques.

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Coordinates and participates in Short Term Forecasting projects to implement new or enhanced features to production enviornments and/or applications.

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Conducts post-analysis to evaluate forecast accuracy. Seeks to improve pre-established forecasting goals. Stays abreast of forecasting developments within the demand modeling and meteorological field, and the impact of such developments to the organization.

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.

Amount Of Experience

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

Type Of 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.

Additional Skills And Abilities

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.

Additional Information

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.