CMS Data Reduction Scientist — GPU-Optimized Compression

Big Science Sweden; Genf; Vor Ort; CHF 70.000 - 90.000; Vollzeit

Zusammenfassung

Big Science Sweden in Geneva, Switzerland, is seeking a professional in data science to define next-generation data formats and optimize compression methods. You will benchmark techniques and develop workflows to leverage physics performance while managing large datasets.

The ideal candidate will have a Master's degree with relevant experience or a PhD, with no prior CERN contracts. Join us in transforming high-level data processing to ensure breakthrough scientific discoveries.

Qualifikationen

• Professional background in Physics, Applied Physics, or Data Science.
• Master's degree with 2 to 6 years of experience or PhD with up to 3 years of experience.
• No previous CERN fellow or graduate contracts.

Aufgaben

• Define data formats for maximum reduction and physics performance.
• Develop workflows for lossy compression impact quantification.
• Benchmark compression methods measuring CPU/GPU costs and latency.
• Enhance lossless compression via tuning methods and AI techniques.

Kenntnisse

Parallel programming

Data compression

Physics background

Benchmarking techniques

Ausbildung

Master's degree or PhD in Physics, Applied Physics, Data Science

Jobbeschreibung

Big Science Sweden in Geneva, Switzerland, is seeking a professional in data science to define next-generation data formats and optimize compression methods. You will benchmark techniques and develop workflows to leverage physics performance while managing large datasets.

The ideal candidate will have a Master's degree with relevant experience or a PhD, with no prior CERN contracts. Join us in transforming high-level data processing to ensure breakthrough scientific discoveries.