Open positions

We are looking for talented interns, PhD students and post-docs! Here are our current open offers:

Variable substitution for efficient formal verification of Neural Networks

Type: Internship

Duration: 4 to 6 months

Description:

The aim of this internship is to study the applicability of variable substitutions to accelerate SMT solvers on neural network formal verification. To do so, the intern will use the CAISAR open-source platform to manipulate the neural networks control flow as logical formulaes. A suggested SMT so...

Non-Linear Solver for Neural Network Verification

Type: Internship

Duration: 4 to 6 months

Description:

The first half of the internship will be dedicated towards developing methods for building a fast iterative and sound solver with linear objective function subject to non-linear constraints.The second half of the internship will consist of implementing the aforementioned solver with quadratic con...

Self-explainable model for audio identification of bird species

Type: Internship

Duration: 4 to 6 months

Description:

This internship focuses on the use of machine learning models for the recognition and classification of bird songs. Audio clips are often encoded in the form of spectrograms, i.e. 2D representations of the intensity of the signal at various frequencies, across a given period of time. Since specto...

If you think you will be a fit for our team but don’t find a specific offer, you can also reach out for a spontaneous application. We will gladly consider those as well.

Application modalities

Our field is at the crossroads of formal verification and artificial intelligence. As it is not realistic to be expert in both fields, we encourage candidates that do not meet the full qualification requirements to apply nonetheless. The candidate will be monitored by at least two research engineers of the team. If you are interested in this internship, please send by email to one of the person listed on the contact page an application containing:

Applications are welcomed until the position is filled. Please note that the administrative processing may take up to 3 months, so we strongly encourage you to apply diligently and answer as quickly as possible when prompted with administrative documents.