Data Scientist IA/GenIA
AXA en France
Job Overview
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Job Description
Your Role and Missions as a Data Scientist IA/GenIA
Within the Data pole of the AXA France IARD (Property and Casualty Insurance) department, we are looking for a Data Scientist (M/F) specialized in AI and GenAI programs. You will intervene on various AI and GenAI Use Cases meeting the business needs of the department.
As a Data Scientist IA/GenIA, your main missions will include:
Development of IA and GenIA Use Cases
- Collaborate with business teams to define the needs and objectives of AI projects.
- Design and implement innovative AI and GenAI use cases to improve internal processes and/or customer experience.
- Analyze and interpret complex data to identify opportunities for improvement and innovation.
- Develop and optimize predictive models and machine learning algorithms.
Management of IA Use Cases
- Supervise the end-to-end implementation of AI projects (from conception to production) in collaboration with business teams and our IA Factory teams.
- Ensure the monitoring of model and algorithm performance, in conjunction with the IA Factory.
Compliance with the IA Act
- Ensure the compliance of AI projects with current regulations, particularly the « IA Act » regulation.
- Guarantee the transparency and ethics of the developed models.
IA and GenIA Expertise
- Share your expertise in AI and GenIA with internal teams.
- Conduct technological watch to stay informed about market innovations and trends.
IA Training and Support
- Train and support teams on best practices in AI and GenAI.
- Develop training materials and practical guides to facilitate the adoption of new technologies.
Your Profile
With a higher education degree from an Engineering School or University in Data Science, Artificial Intelligence, or an equivalent field, you have a minimum of 5 years of experience as a Data Scientist or in a similar role.
Technical Skills
- In-depth knowledge of classic machine learning algorithms, as well as DeepLearning and GenAI (LLM, RAG…).
- Proficiency in programming languages and tools such as Python, Pyspark, Azure ML/Databricks, Azure DevOps.
Transversal Skills
- Ability to work in a team and communicate effectively with cross-functional departments.
- Sense of innovation and initiative.
- Ability to simplify technical subjects.
- Ability to train and support teams.
- Knowledge of insurance environments (especially in Property and Casualty) is appreciated.
Why Join AXA en France?
We believe that to take good care of our customers, we must first take good care of our employees. The benefits we offer our employees are numerous:
- A comprehensive remuneration package including a fixed salary, a variable remuneration supplement, bonuses, profit-sharing and incentives, the possibility to acquire AXA shares, and advantageous savings solutions.
- A flexible working environment with up to 3 days of remote work possible per week (depending on the profile of the position), restaurant vouchers for teleworked days, and a contribution to the purchase of a screen or ergonomic chair.
- A policy aimed at reconciling personal and professional life with 28 days of paid leave, between 14 and 16 RTT (reduction of working time) days depending on the year, part-time work arrangements, or paid absence days for school entry or moving, for example.
- The opportunity to get involved in a cause you care about through our associations such as AXA Atout Cœur, AXA Compétences Solidaires, or AXA Prévention.
- And much more! Immense opportunities for skill development and career growth, employee committee, concierge services, privilege offers, support in case of personal hardship. The list is long!
Your Work Environment
Our purpose at AXA is: Every day, we act together for human progress by protecting what matters in more than 50 countries. Supporting nearly 95 million clients at every stage of their lives is a mission that makes our employees and agents (over 145,000 worldwide!) smile and want to get up in the morning.
At AXA, we celebrate our singularities and welcome all profiles in their diversity. Beyond implementing a committed inclusive policy, we act daily as a civic and responsible employer for societal & environmental causes. Do these ambitions speak to you? Then join one of the leaders in insurance and come change the world with us!
Present throughout the territory, AXA France stands out as the Group's largest subsidiary in terms of turnover and workforce. A leader in the insurance, health, and provident markets, the company offers its teams a modern and pleasant working environment in 'smartworking'.
Still hesitating? Know that we have designed an integration program called 'Welcome@AXA' to carefully accompany your first steps among us. In line with our commitments, we celebrate each arrival by acting in favor of global reforestation since 2020: we plant a tree for each recruitment. So, ready to apply?
Key skills/competency
- Data Science
- Artificial Intelligence
- Generative AI (GenAI)
- Machine Learning
- Deep Learning
- LLM (Large Language Models)
- Python
- Azure ML
- Databricks
- IA Act Compliance
How to Get Hired at AXA en France
- Research AXA en France's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor.
- Tailor your resume for Data Scientist IA/GenIA: Highlight experience with GenAI, machine learning, Python, and Azure tools, emphasizing impact.
- Showcase IA Act knowledge: Demonstrate understanding of AI ethics and compliance, a key requirement for this Data Scientist IA/GenIA role.
- Prepare for technical challenges: Practice problem-solving in Python, machine learning algorithms, and GenAI concepts relevant to insurance.
- Articulate your cross-functional skills: Emphasize your ability to communicate complex technical concepts and collaborate effectively with diverse teams.
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