Job Description
Your responsibilities
Within a few years, the need for simulation data at the High Energy Physics (HEP) experiments at CERN will increase significantly. To tackle this issue, efforts to decrease the simulation time are being undertaken, including the implementation of fast simulation methods using machine learning. We are looking for a data scientist who is passionate about driving innovation and exploring new architectures for generative models and integrating them with Geant4, the standard HEP particle simulation toolkit, to see them widely used by all experiments.
Join a small team working on the fast shower simulation. Work on R&D for the generative models for fast shower simulation, aiding the current effort, but also performing new studies. This work is performed in the interexperimental community, applying the developed methods to multiple detectors, making an even bigger impact in the HEP community.
Your profile
Skills and/or knowledge
Required: Strong programming skills in Python with demonstrated experience in PyTorch or TF.Experience with generative machine learning models.Strong analytical abilities and problem solving skills.Good programming skills in C++.An advantage: Previous experience with HEP Monte Carlo simulation.Previous work on generative models for fast shower simulation.Fluent in English, the ability to work in French would be an advantage.Eligibility criteria:
You are a national of a CERN Member or Associate Member State.You have a professional background in Computer Science, Physics (or a related field) and have either: a Master's degree with 2 to 6 years of post-graduation professional experience;or a PhD with no more than 3 years of post-graduation professional experience.You have never had a fellow or graduate contract before.Additional Information
Job closing date: August 16th 2023 at 12:00 AM (midnight) CEST.
Job reference: EP-SFT-2023-70-GRAP
Contract duration: 24 months, with a possible extension up to 36 months maximum.
Target start date: 01-November-2023
What we offer
A monthly stipend ranging between 6194 and 6808 Swiss Francs per month (net of tax).Coverage by CERN's comprehensive health scheme (for yourself, your spouse and children), and membership of the CERN Pension Fund.Depending on your individual circumstances: installation grant; family, child and infant allowances; payment of travel expenses at the beginning and end of contract.30 days of paid leave per year.On-the-job and formal training at CERN as well as in-house language courses for English and/or French.
About us
At CERN, the European Organization for Nuclear Research, physicists and engineers are probing the fundamental structure of the universe. Using the world's largest and most complex scientific instruments, they study the basic constituents of matter - fundamental particles that are made to collide together at close to the speed of light. The process gives physicists clues about how particles interact, and provides insights into the fundamental laws of nature. Find out more on http://home.cern.
We are on a Quest. A Journey into discovery like no other. Bring your expertise to our unique work and develop your knowledge and skills at pace. Join world-class subject matter experts on unique projects, in a Quest for greater knowledge and deeper understanding.
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Diversity has been an integral part of CERN's mission since its foundation and is an established value of the Organization. Employing a diverse workforce is central to our success.