Dr. Fabien Tarrade

Angestellt, Senior Data Scientist - Competence Center for Data & Analytics, AXA

Winterthur, Switzerland


Data Science
Machine Learning
Data Analysis
Data Quality
Data Cleansing
Data Visualization
Big Data
Apache Hadoop
Apache Spark
Scientific Computing
Monte-Carlo Simulation
Experimental Physics
Artificial intelligence
Deep learning
Cloud Computing
Open Source
Data lake
Data Modeling
Large Language Models
Natural language processing
Computer Vision


Professional experience for Fabien Tarrade

  • Current 8 years and 2 months, since May 2016

    Senior Data Scientist - Competence Center for Data & Analytics


    I am helping AXA becoming a data driven organization. • Open Source Linux System Administrator    • Data Engineering    • Advanced Analytics and Machine Learning      - Analyses      - Prototypes • Big Data      - Test of a Hadoop Data Lake      - Data analysis      - Member of the Data Science user committee      - Member of the Platform steering committee and architecture committee    • Data Science      - Member of Chief Data Scientist Forum      - Member of the AXA Digital

  • 1 year and 4 months, Jan 2015 - Apr 2016

    Data Scientits - Quantitative Analyst

    Transition career from academia to finance and data science

    Transition career from academia to finance and data science. Actively training in finance, computational finance, data science and machine learning algorithms.  • Finance       • Computational finance  • Data science  • Machine learning algorithms       For more details see the list of online courses (MOOC) below.

  • 3 years and 4 months, Jun 2011 - Sep 2014

    Postdoctoral Research Fellow

    Carleton University

    - Established the group's strategy for all data analyses      - Led 4 international publications projects Data analysis (discovery of the Higgs boson*)      - Developed, validated and maintained the analysis code      - Developed data modelling and data-driven estimates (*Particle discovered in 2012 at CERN, its inventors were awarded the 2013 Nobel Prize in Physics)

  • 4 years and 4 months, Feb 2007 - May 2011

    Postdoctoral Research Fellow

    Brookhaven National Laboratory

Educational background for Fabien Tarrade

  • 3 years and 1 month, Oct 2003 - Oct 2006

    Doctorat in fundamental physics (Ph.D.)

    Université Savoie Mont Blanc

    Doctorat ("diplôme de docteur en physique des particules") in fundamental physics (particle physics) at LAPP with the European Organization for Nuclear Research(CERN) associated with the IN2P3, the National Center for Scientific Research (CNRS) and with the Université Savoie Mont Blanc

  • 1 year and 1 month, Oct 2002 - Oct 2003

    Master’s degree in physics

    Université Claude Bernard Lyon 1

    "DEA en particules, noyaux, atomes et photons" in fundamental physics

  • 4 years and 1 month, Oct 1998 - Oct 2002

    Bachelor’s Degree in physics

    Université Claude Bernard Lyon 1

    "DEUG" in sciences and technologies "License" in physics with major in fundamental physics "Maitrise" in physics major in fundamental physics

  • 3 years and 1 month, Oct 1995 - Oct 1998

    French high school diploma with major in physics

    Lycée Louis Aragon

    "Baccalauréat scientifique S, option physique" in sciences


  • French

    First language

  • English


  • German



Data Science
Big Data
Statistical Modelling
Machine Learning
Data Analysis

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