Internship – AI – Implementation and management of KPIs for existing object detection models

Soitec is a company listed on the CAC Next 20 index of the Paris Stock Exchange which operates upstream of the microelectronics value chain. Our innovative semiconductor materials are essential to the operation of smartphones and the deployment of 5G. They also offer numerous opportunities for connected automobiles, electric and autonomous vehicles and embedded intelligence in connected objects.

This position gives us an incredible responsibility, which inspires us every day: making possible the massive adoption of technological innovations while considerably limiting their environmental impact, in a logic of responsible innovation and sustainable development.

The project for this internship involves evaluating standard AI metrics, with a focus on monitoring model drift within the context of a specific annotated project and its associated model.

At the same time, you will have the opportunity to design a user validation task for another model using our annotation software. This task will be based on recent images from production inference. Your role will also be to analyze these metrics, tasking you with recommending the launch of a new training phase for the artificial intelligence model.

You will need to plan this phase and evaluate the performance gains that will result from it. This mission represents an opportunity to apply and develop your skills in artificial intelligence within a stimulating professional environment.

Student preparing for a bac+3 diploma (professional license, etc.) you are looking for an internship of one or two months from July 2024.

You have an appetite for the world of mathematics, whether in statistics or linear algebra. Communication is also part of your skills in order to work as a team. Finally, an interest in coding, even as a beginner, is required. Fluency in English is mandatory.