INACTIVE
Internship
Machine Learning Intern
Energy Forecasting, Summer 2024
Posted on 5/8/2024
Delivers zero-carbon industrial heat and power
Hardware
Energy
Compensation Overview
$35 - $45Hourly
San Jose, CA, USA
Required Skills
Python
Data Science
Tensorflow
R
Data Structures & Algorithms
Pytorch
MATLAB
Requirements
- Currently enrolled in an undergraduate or graduate program in Computer Science, Applied Mathematics, Data Science, or a related field.
- Strong background in machine learning, with coursework or experience in relevant techniques such as time series analysis, regression, and neural networks.
- Proficiency in programming languages such as Python, R, or MATLAB for machine learning model development and implementation.
- Familiarity with machine learning libraries and frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Experience with data preprocessing, feature engineering, and model evaluation techniques.
Responsibilities
- Research and explore various machine learning techniques and algorithms suitable for energy forecasting applications.
- Collect, preprocess, and analyze relevant data sets, including weather data, energy production data, and historical consumption patterns.
- Develop and implement machine learning models for energy forecasting, leveraging techniques such as time series analysis, regression, and neural networks.
- Train and validate machine learning models using historical data and evaluate their performance using appropriate metrics.
- Optimize and fine-tune machine learning models to improve accuracy, robustness, and scalability.
- Integrate machine learning models into existing systems and platforms for real-time energy forecasting and optimization.
- Stay updated on the latest advancements in machine learning techniques, energy forecasting methodologies, and related technologies.
Antora Energy specializes in delivering zero-carbon industrial heat and power by utilizing thermal energy storage technology to convert excess solar and wind electricity into 24/7 heat and power, cheaper than fossil fuels. Their thermal batteries store wind and solar energy to unlock 24/7 industrial heat and power, enabling the delivery of electricity or industrial process heat up to 1500°C on demand.
Company Stage
Series B
Total Funding
$213.1M
Headquarters
Sunnyvale, California
Founded
2018
Growth & Insights
Headcount
6 month growth
↑ 56%1 year growth
↑ 98%2 year growth
↑ 312%INACTIVE