Solar Irradiance & Power Generation Forecasting Intern [May 2024]

Join as an intern in Solar Irradiance & Power Generation Forecasting in Singapore. Assist in developing forecasting models using deep learning techniques. Strong interest in renewable energy and Python required.

Sembcorp Industries
Sembcorp Industries
Singapore  UTC+08:00   On-site   Internship   1001-5000   2 months ago

The successful candidate will work alongside experienced data scientists and data engineers in forecasting solar irradiance and power generation for solar farms across Asia, using a combination of sensor data from Sembcorp solar farms, weather forecasts from web APIs, cloud images from sky cameras, and real-time satellite images.


  • Assist in developing and implementing forecasting models using deep learning techniques, with a focus on improving accuracy by using transformers and generative models.
  • Explore methods to integrate cloud images and satellite images to improve forecasting accuracy.
  • Collaborate with other team members to ensure that the forecasting models are continuously updated and optimized.
  • Work with Microsoft Azure cloud platforms to manage data, run models, and develop dashboards.
  • Conduct database queries to extract, transform, and load data.
  • Assist in developing and maintaining documentation for all forecasting models and processes.


  • Strong interest in renewable energy and deep learning.
  • Proficient in Python and willing to learn Pytorch.
  • Basic understanding of deep learning model training, evaluation, and optimization techniques.
  • Willingness to learn and collaborate with other team members.
  • Strong analytical and problem-solving skills.

Working Location: 30 Hill Street Singapore 179360

Only shortlisted candidates will be notified.

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About the role

May 07, 2024



Nov 07, 2024


Sembcorp Industries

Entry level


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