What you'll do
Join the ATLAS Trigger and DAQ system as part of the Next-Generation-Trigger project to work on the Global Hardware Trigger, an upgrade that will be deployed for the High-Luminosity LHC programme for real-time data processing and event filtering using state-of-the-art field programmable gate arrays (FPGAs). Take an active role in developing algorithms and infrastructure, including novel system-on-chip architectures capable of high-speed Machine Learning (ML) inference, to make optimal use of the available information from the calorimeter and muon systems for deriving the decision of this first step in the event selection chain of ATLAS.
Your responsibilities
- Develop and maintain pipelines for streamlining the end-to-end process of developing, optimizing and implementing ML algorithms into the Global firmware framework, and supporting the ATLAS Global community in using these pipelines;
- Contribute to the Global hardware integration activities at CERN;
- Explore/develop/optimize novel ML algorithms for Global and play a leading role in developing the Trigger menu and strategy for the start of the HL-LHC programme;
- Explore/develop/optimize the concepts of anomaly detection, trigger-level analysis and data-scouting in ATLAS, using the Global system;
- Explore the potential/applicability of novel industry technologies for enhancing the reach of the Global system.
Still here? Let's make a quick check about
Your profile
- Track record in developing novel ML algorithms;
- Background in computational statistics;
- Some experience with FPGA firmware development;
- Your studies focused on Physics, Computer Science.
Your skills
- Modern C++ and Python programming techniques;
- Writing and testing algorithms for data processing and filtering purposes;
- Knowledge of hardware description languages (HDL) or high-level synthesis (HLS) tools and concepts is highly desirable;
- Spoken and written English, with a commitment to learn French.
Employment conditions
- Work during nights, Sundays and official holidays, when required by the needs of the Organization.
Global Benefits at CERN
Let's get you ready
Be sure to meet the eligibility criteria
- You are a national of a CERN Member State or Associate Member State.
- By the application deadline, you have a master’s degree with 2 to 6 years of professional experience since graduation or a PhD with a maximum of 3 years of professional experience since graduation. You are not eligible with only a bachelor’s degree.
- You have never had a CERN fellow or graduate contract before.
- Please pay attention to the additional criteria and requirements for this specific position and mentioned above.
You will need these documents to complete your application
- Your CV (English or French)
- Any document you consider relevant to your application
- A copy of your most relevant diploma or a certificate of achievement from your school (if you don't yet have your paper diploma)