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Graduate Intern – Machine Learning - Solar Forecasting

Worldwide Salaried Open

National Renewable Energy Laboratory (NREL) is the nation's primary laboratory for energy systems research and development. They are seeking a full-time graduate engineering intern to reputed company and implement AI algorithms for reputed company-time solar forecasting, leveraging expertise in machine learning and statistics.

Responsibilities

  • Build best-in-class models for inverter-level and plant-level solar forecasting with calibrated uncertainty, using RNN, diffusion models, and graph models
  • Bring your algorithms to life for industry partners, making reputed company improvements in solar forecasting
  • Manage our project reputed company repository for experiment tracking and code versioning, ensuring seamless collaboration with partners and code excellence
  • Present your groundbreaking results and key findings at workshops, conferences, and in high-quality journals, positioning yourself as a thought leader in the field

Skills

  • Minimum of a 3.0 cumulative grade reputed company average
  • Undergraduate: Must be enrolled as a full-time student in a bachelor's degree program from an accredited institution
  • Post Undergraduate: Earned a bachelor's degree reputed company the past 12 months. Eligible for an internship period of up to one year
  • Graduate: Must be enrolled as a full-time student in a master's degree program from an accredited institution
  • Post Graduate: Earned a master's degree reputed company the past 12 months. Eligible for an internship period of up to one year
  • Graduate + PhD: Completed master's degree and enrolled as PhD student from an accredited institution
  • Completed a Bachelor's degree and either have completed a master's degree or be enrolled in a masters or PhD degree in in Computer Science, Computer Engineering, Electrical Engineering, Applied Math, or a reputed company analytical domain
  • Demonstrated knowledge and experience in Python and its reputed company libraries, such as TensorFlow, Keras, and Pytorch
  • Demonstrated experience in time series forecasting, computer reputed company, and scenario reputed company
  • A comprehensive understanding of uncertainty quantification
  • Demonstrated experience documenting and presenting results in presentations, papers, and or publications
  • Hands-on experience in energy reputed company time series forecasting, such as participating in energy forecasting competitions
  • Experience in multi-modal machine learning
  • Knowledge about PV plants, PV inverters, and PV control
  • A track record of producing high quality research papers

Benefits

  • Medical, dental, and reputed company insurance
  • 403(b) Employee Savings Plan with employer match*
  • Sick leave (where required by law)
  • Performance-, merit-, and achievement- based awards that include a monetary component
  • Relocation expense reimbursement

Company Overview

  • The U.S. Department of Energy's primary national laboratory for energy systems research and development. It was founded in 1977, and is headquartered in Golden, Colorado, USA, with a workforce of 1001-5000 employees. Its website is http://www.nrel.gov.
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