DHP - Data Scientist

Contenu de l'offre DHP - Data Scientist chez AXA Group

DHP - Data Scientist



 

Primary Location

 : FRANCE-75-PARIS

Other Locations

 : SPAIN-CATALONIA-BARCELONA

Organization

 :  Group Operations

Contract Type

 : Regular

Schedule

 : Full-time 

Description

 

Purpose of the Job

The DHP data scientist will interact with researchers, data architects and data engineers as well as with product and business experts to understand how the health and usage data flowing around DHP can be extracted, transformed, loaded within DHP, analyzed and presented.

Main Responsibilities

Build, test and industrialize new scientific data models.
Help identify and assess relevant Machine Learning and Data Science use-cases with the DHP engineering team.
Develop and evaluate custom Machine Learning models and algorithms.
Implement selected use-cases together with Software and Data Engineers, coordinate with the Product Owner and external stakeholders.
Take decisions about suitable models and algorithms to use in order to implement new use-cases, how to evaluate them and present results to stakeholders.
Read scientific papers and select methods suitable for a custom data set and project. Attend top conferences in the field and get involved with the scientific community.
Develop prototypes from models to demonstrate working approaches.
Use best practices in Data Science.
Ensure compatibility or mapping with FHIR health standard.
Tech watch regarding health-related data solutions.

 

Qualifications

 

Expected Skills and Experience

At least 4 years’ experience in data Science & developing.
Mastering following languages Python, R, Java, C/C++, AngularJS, JavaScript, NodeJS
Machine learning expertise. Both on principles and tools (python scikit-learn, R, Spark MLLib, etc.)
Knowledge of Jupyter Notebook and popular neural network frameworks (TensorFlow and/or PyTorch).
Knowledge of the database management tools like Hadoop MapReduce, PIG, Hive, Spark, MongoDB, Elasticsearch, Scala, etc.
Problem solving orientation to overcome performance and adaptability challenges (code optimization).
Open to continuous improvement of Data Science skills.
Experience training Machine Learning models on large data sets.
Strong knowledge on data management.
Reliability and accuracy of analyses as key factors.
Experience with agile methodologies, such as Scrum, a plus.
Ability to work in an international and cross functional organization.
Team player, fruitful interactions with the other team members and external stakeholders.
Good communication skills.
Languages: English and French.
Be comfortable in a highly dynamic environment and promote change.
IT Engineer (Master degree).

 


About AXA 

As a world-leading insurance company, we act for human progress by protecting what matters. With 153,000 employees in 54 countries working with 105 million customers, we’ve created a truly dynamic and vibrant community. Inclusion and diversity link closely with our values, and together we’re nurturing a culture of

respect, for each other, for our customers and the communities around us. Join AXA and you’ll feel like you belong, are included and can thrive. You’ll be able to shape the way you work and truly grow your potential as you seek out new opportunities, push boundaries and benefit people in critical moments of their lives. This is your chance to build the tomorrow you want. Know you can.

 


 

AXA is becoming a sustainable tech-led company and at AXA Group Operations we are one of the major catalysts for this transformation. 

We set the tone by triggering and empowering the evolution of our insurance business model through technology and innovation, driving its concrete implementation globally at speed, with a high quality of advisory and execution.

We are present across 17 countries with committed, highly qualified teams. We leverage technology, data, sourcing, security and investment allocation in a global way, but also achieve economies of scale and synergies when necessary.

At AXA Group Operations, we want to be recognized in three fields of action:

State-of-the-art Data Technology to drive customer experience

State-of-the-art Procurement & Sourcing to drive efficiency and better manage risks

High-Performing Global Team for stronger partnerships with AXA entities 

 


What We Offer 

We bring together the expertise, cultural diversity and creativity of over 8,000 employees worldwide and we’re committed to equal opportunities in all aspects of employment (gender, LGBT+, disabled persons, or people of different origins) and to promoting Diversity & Inclusion by creating a work environment where all employees are treated with dignity and respect, and where individual differences are valued.