Internship - AI Tools and Modelling

Overview

The IAEA is seeking an intern to contribute to AI modelling projects, focusing on developing and implementing AI (deep learning) models and tools for the automated analysis of safeguards data.

Tasks Summary

• Analyse proposed use cases to apply AI for increased efficiency in data review workflows.
• Use open-source models in ONNX format to build automated AI systems for data processing, accompanied by source code used for their development and the corresponding training/evaluation datasets.
• Prepare performance reports for the developed models, including details of the datasets used for training and validation.
• Perform prototype and feasibility analysis of AI models and model components.
• Prepare datasets for model development (data selection, labelling etc.).
• Contribute to the design and development of user interfaces.
• Assist in the modification of existing software to integrate newly developed AI capabilities.
• Contribute to the preparation of technical documentation for system components, particularly when integrating models into existing software systems.
• Collaborate within the team to share progress on project developments and issues.

Experience Requirements

• Basic knowledge in the design and development of automated data processing pipelines and AI-based decision support systems.
• Practical knowledge in developing software using Python 3.
• Practical knowledge in developing deep learning solutions for processing image data (convolutional networks).
• Experience in one of the major AI software frameworks (e.g. PyTorch or TensorFlow) and model formats (e.g, ONNX).
• Experience with Windows and Linux operating systems.
• Basic knowledge of the Git version control system.
• Hands-on mentality and fast-prototyping skills to evaluate new technologies.

Qualification Requirements

University Degree in software engineering or related subject (e.g. computer science, information science, etc.).

Other Details

Languages Required: Good written and spoken English essential

Languages Preferred: fluency in any other IAEA official language (Arabic, Chinese, French, Spanish or Russian) an asset

Contract Duration: 12 months

Work Modality:

Remuneration: