Description

You will design, develop, and deploy large-scale production machine learning systems focused on surrogate modelling for space weather.

Responsibilities

• Design and deploy large-scale production machine learning systems.
• Develop AI and client applications for surrogate modelling.
• Execute large-scale training using optimized data structures and algorithms.
• Implement MLOps practices, including design documentation, unit testing, and integration testing.
• Manage source code control and versioning.

Required Skills

• 5+ years of experience in machine learning and deep learning.
• Proficiency in Python and PySpark.
• Extensive experience with scikit-learn and lightGBM.
• Hands-on experience with TensorFlow or PyTorch.
• Experience with cloud environments such as Azure or Google Cloud.
• Strong command of git for source code control.
• Experience using JIRA for project tracking.
• Bachelor's degree in a relevant field.

Key Skills

Education

Bachelor's degree