Autobidder Forecasting Engineer
6 days ago
Tesla is a leader in clean energy solutions, and our Autobidder team is accelerating the world's transition to sustainable energy. We're seeking a highly skilled Senior Machine Learning Analyst - Renewable Energy to join our multidisciplinary algorithmic trading team. 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.
Responsibilities
- Lead the design, development, and evolution of our internal forecasting platform.
- Conduct creative research to identify new machine learning approaches that improve metrics and incorporate these 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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