Electricity Market Forecaster

1 week ago


Palo Alto, California, United States Tesla Full time
Our Team
Tesla's Autobidder team is a multidisciplinary group of experts in machine learning, numerical optimization, software engineering, distributed systems, electricity markets, and trading. We're seeking a highly skilled Autobidder Forecasting Engineer to join our team and help us achieve our mission. As a key member of our team, you will develop forecasting algorithms for Autobidder, research new machine learning approaches, and productionize them to ensure best-in-class performance.

Estimated Salary: $144,000 - $240,000 per year.

Key Responsibilities
  • Develop forecasting algorithms for Autobidder.
  • Research new machine learning approaches to improve metrics and incorporate them into our platform.
  • Identify and integrate new data sources to enhance model performance.
  • Design scalable and reliable data pipelines to productionize and monitor both new and existing models.

Requirements
  • Proficiency in Python with at least 6 years of experience in software development, familiarity with software development practices, writing production-quality code, and agile development.
  • Experience with a variety of forecasting algorithms and approaches, including statistical, regression, and deep learning algorithms.
  • Expertise with relevant Python libraries such as pandas, numpy, xgboost, lightgbm, pytorch, sklearn, plotly, seaborn, and streamlit.
  • Demonstrated experience in developing and maintaining production ML platforms.

Benefits
  • Aetna PPO and HSA plans, dental, vision, and family-building benefits.
  • 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits.
  • Company paid Basic Life, AD&D, short-term and long-term disability insurance.


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