Machine Learning Internship
Intern / StageJob Overview
Alice & Bob is developing the first universal, fault-tolerant quantum computer to solve the world’s hardest problems.
The quantum computer we envision building is based on a new kind of superconducting qubit: the Schrödinger cat qubit 🐈⬛. In comparison to other superconducting platforms, cat qubits have the astonishing ability to implement quantum error correction autonomously!
We're a diverse team of 140+ brilliant minds from over 20 countries united by a single goal: to revolutionise computing with a practical fault-tolerant quantum machine. Are you ready to take on unprecedented challenges and contribute to revolutionising technology? Join us, and let's shape the future of quantum computing together!
One of the goals of the Machine Learning & Optimization team is to estimate efficiently the physical parameters of a cat qubit. This involves designing a physical model, an optimization routine, and a strategy for selecting the next measurement to perform. This strategy may either be a model-based, interpretable routine or a model-free, high-performance neural network.
The goal of the internship is to study and optimise this measurement selection process.
This internship offers a unique opportunity to develop advanced machine learning algorithms and test them directly on quantum hardware. You will collaborate with a young, dynamic and talented team with a wide range of expertise. You’ll gain experience in both research and the practical implementation of these algorithms in real-world quantum systems.
Alice & Bob is developing the first universal, fault-tolerant quantum computer to solve the world’s hardest problems.
The quantum computer we envision building is based on a new kind of superconducting qubit: the Schrödinger cat qubit 🐈⬛. In comparison to other superconducting platforms, cat qubits have the astonishing ability to implement quantum error correction autonomously!
We're a diverse team of 140+ brilliant minds from over 20 countries united by a single goal: to revolutionise computing with a practical fault-tolerant quantum machine. Are you ready to take on unprecedented challenges and contribute to revolutionising technology? Join us, and let's shape the future of quantum computing together!
One of the goals of the Machine Learning & Optimization team is to estimate efficiently the physical parameters of a cat qubit. This involves designing a physical model, an optimization routine, and a strategy for selecting the next measurement to perform. This strategy may either be a model-based, interpretable routine or a model-free, high-performance neural network.
The goal of the internship is to study and optimise this measurement selection process.
This internship offers a unique opportunity to develop advanced machine learning algorithms and test them directly on quantum hardware. You will collaborate with a young, dynamic and talented team with a wide range of expertise. You’ll gain experience in both research and the practical implementation of these algorithms in real-world quantum systems.
Responsabilities:
- Become familiar with the physical model and basic experiment design procedures
- Improve non-convex optimization techniques for estimating physical parameters
- Develop a policy network for experiment design trained on simulations
- Implement your code in a high-performance tensor library
- Test your method on Alice & Bob's quantum hardware
Requirements:
- Currently pursuing a Master’s degree in machine learning, seeking a 5-6 month internship.
- Completed coursework in machine learning, optimization, and deep learning.
- You are curious about quantum dynamics and physical simulation (prior knowledge is a plus but not required).
- You are experienced in Python programming and numerical modeling. You are familiar with a tensor library (PyTorch, Jax).
- You are a curious, motivated, and proactive individual with a desire to contribute to cutting-edge research in a fast-paced environment.
- Fluency In English
Benefits:
- 1 day off per month
- Half of transportation cost coverage (as per French law)
- Meal vouchers with Swile, as well as access to a fully equipped and regularly stocked kitchen
Research shows that women might feel hesitant to apply for this job if they don't match 100% of the job requirements listed. This list is a guide, and we'd love to receive your application even if you think you're only a partial match. We are looking to build teams that innovate, not just tick boxes on a job spec.
You will join of one of the most innovative startups in France at an early stage, to be part of a passionate and friendly team on its mission to build the first universal quantum computer!
We love to share and learn from one another, so you will be certain to innovate, develop new ideas, and have the space to grow.