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Data Scientist (Spanish speaking)

Permanent contract
Paris
Salary: Not specified
No remote work

Akur8
Akur8

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The position

Job description

With researchers from ENS-INRIA we created new machine learning algorithms based on innovative statistical and optimization techniques.

The creation of these proprietary algorithms is influenced by the strong regulations in force in the insurance pricing sector, demanding - amongst other things - fully transparent models (as well as statistical proof for all of the factors driving these predictions), resulting in intense activity for Akur8.

As a Data Scientist in our R&D team, you’ll contribute to the design of the machine-learning platform to enhance:

  • Risk Modelling (analysis of the risk attached to individual insurance clients or insurance portfolios)
  • Demand Modelling (modeling portfolio behaviour and the probability of potential clients to buy our products or renew their contracts)
  • Price Optimization (making sure we propose our insurance product at the correct price to every potential client)

Practically you will begin by :

  • Adding new functionalities on the Akur8 platform to answer clients' needs in terms of modeling capabilities, data or models understanding, data-processing, ...
  • Designing and implementing pragmatic solutions to real insurance pricing problems, and test their robustness on our data
  • Reading, understanding and explaining to the team strengths and weaknesses of research papers in ML, algorithmic and optimization
  • Interacting with clients to explain the capabilities of Akur8’s pricing platform and train the new users so they can understand our approach and efficiently use the algorithms you developed
  • Understanding the users’ needs and help prioritize the new features that will be integrated into the platform
  • Implementing reliable tests, use continuous integration and exploit at best AWS Cloud capabilities with our back-end engineers.

Your work will involve:

  • Designing, building, integrating and maintaining efficient, reusable and reliable code
  • Taking into account the business objectives of the models created (in particular: robustness, interpretability and implementation cost), as well as the actual needs of the end users of our solution.
  • Involve interaction with end users (Data Scientists & Risk Managers/Actuaries) in order to present our platform and train users
  • Relying on a strong understanding of the statistics, machine learning methods and optimization techniques used

Requirements

For our R&D Data Science team we’re keen to speak to applicants that meet the following criteria:

  • A PhD in Statistics, Statistical Physics or Probability
  • High proficiency in Mathematics, Statistics, Algorithmics, Optimization & Programming
  • Comfortable with Python (NumPy, Pandas, ...).
  • Excellent communication skills for interaction with our client’s Data Science & Risk Management teams
  • Knowledge of another object-oriented programming language (Java, C#...) is a plus.
  • Native-level Spanish language skills (both written and spoken)

Benefits

You'll join a highly skilled and motivated team that is willing to share their knowledge and passion for advanced data science, computer science and actuarial sciences. In addition to this we provide:

  • Competitive salary & annual bonus
  • RTT
  • Gym membership
  • Lunch vouchers
  • Great premises situated in the heart of the 17th arrondissement of Paris

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