Data Scientist - Big Data Modeling

Location ITALY, Italy
Experience level Experienced Hire
Job details sector Property & Casualty Insurance
Apply before 07/01/2018
In the P&C area, specifically P&C Planning Monitoring and Internal Control, the candidate will operate  
with stakeholders throughout the organization to identify opportunities for leveraging company data, to drive business solutions and to support the Actuarial teams for models optimization and Data Enrichment
 
Main activities:
 
  • Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to data sets.
  • Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes
  • Coordinate with different functional teams to implement models and monitor outcomes
     

Qualifications:
 
  • 4 years experience minimum
  • degrees in informatics, statistics, economics (nice to have)
  • Previous areas of business:  Data Innovation Lab, Big Data Office, Actuarial Office
  • Fluent in English
Requirements:
 
  • Experience using statistical computer languages (R, Python, SLQ, etc.) to use data and draw insights from large data sets working with and creating data architectures.
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks, of advanced statistical techniques  (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
  • Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, , MySQL, etc., visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
  • A drive to learn and master new technologies and techniques.
 
Relational Skills:
 
  • Creativity and Innovation
  • Adaptation and response to the changement
  • Results producer and Customer satisfaction
  • Creativity and Innovation
  • Teamworking
  • Able to share information
  • Facing pressure and difficulties
  • Apply knowledge and technology


Would you like to wake up every day driven and inspired by our noble mission and to work together as one global team to empower people to live a better life?  Here at AXA we strive to lead the transformation of our industry. We are looking for talented individuals who come from varied backgrounds, think differently and want to be part of this exciting transformation by challenging the status quo so we can push AXA - a leading global brand and one of the most innovative companies in our industry - onto even greater things.  In a fast-evolving world and with a presence in 64 countries, our 165,000 employees and exclusive distributors anticipate change to offer services and solutions tailored to the current and future needs of our 107 million customers.

With 165,000 employees serving 107 million clients in 64 countries, the AXA Group is a worldwide leader in insurance and asset management and first insurance brand for the 8th year in a row according to Interbrand 2016.
AXA’s business is protecting customers so that they can pursue their lives and ventures with peace of mind.
With a highly professional distribution network, including about 650 agencies, and among the market leaders in bancassurance, thanks to the partnership with Montepaschi Group, AXA operates in Italy with a multi-distribution strategy, through AXA Italia Group, including AXA Assicurazioni, AXA MPS and Quadra Assicurazioni, in addition to specialized companies.

We offer the possibility to work in an international context.