AI / ML Engineer Internship

Overview

About the team

We are seeking a talented and motivated AI/ML Engineering intern to join our computable contract team. This team is at the forefront of developing innovative solutions to automate insurance contract modeling using cutting-edge technologies such as AI, NLP, Large Language Models and knowledge graphs.
Role

As an intern, you will have the opportunity to:

· Participate in the implementation of our knowledge graph-driven automodelling project:
• Work with LLMs and knowledge graphs to enhance our modelization capabilities
• Assist in the integration of LLM models into our production pipeline
• Collaborate with team members to improve existing algorithms and processes
• Help maintain and improve our codebase using Git

· Contribute to ongoing R&D initiatives within the team:
• Assist in developing and optimizing machine learning models and NLP techniques
• Conduct technology watch regarding AI/LLMs and Knowledge graphs
• Participate in maintaining and improving the Data processes and evaluation pipelines

· Participate in team meetings and contribute ideas for projects improvement

· Document your work and research findings

Your Profile
Requirements and Skills
Education

Currently pursuing a master’s degree in computer science with a major or specialization in AI/ML, or an equivalent program
Technical Skills

Required:

· Operational programming skills in Python

· Excellent Knowledge of the fundamentals of Data structures and algorithms

· Solid understandings of Large Language Models (LLMs) and their applications

· Experience with natural language processing (NLP) techniques

· Familiarity with Git

Preferred:

· Familiarity with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn)

· Basic understanding of knowledge graphs and their applications

· Experience with data visualization tools and libraries

· Capabilities in SQL
Soft Skills

· Mandatory: Fluency in English, both written and spoken

· Self-motivated and eager to learn

· Good analytical and problem-solving abilities

· Communication skills, both written and verbal

· Ability to work effectively in a team environment
Duration

6 months

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.

About the Entity

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.

Company:

AXA Group

Qualifications:

Language requirements:

Specific requirements:

Educational level:

Level of experience (years):

Senior (5+ years of experience)

Tagged as: Data Visualization, France, Industry, Machine Learning, Natural Language Processing, NLP