**Survey Analysis Intern

il y a 4 semaines


Paris, Île-de-France saint_gobain_group Temps plein

Context

Generative AI has opened new opportunities to extract business value from open-text datasets.

Large surveys (> 10,000 respondents) are analyzed with limited open-text verbatims due to human reading requirements.

An internal initiative has developed an AI tool to analyze these surveys at scale.

Internship Description

This internship aims to develop technological bricks for Saint-Gobain Business Units.

Example topics of interest:

  • Thematic classification of multilingual verbatims using ADA embedding and Chat-GPT
  • Detection of intentions in verbatims using a combination of simple rule-based techniques and advanced generative AI techniques
  • Design overviews visualizations on verbatims metrics for executive summaries
  • Detection of named entities using Generative AI
  • Build customized distances between verbatims and Chat-GPT generated summaries
  • Benchmark most recent GenAI algorithms to find the best model for tasks of interest
  • Customization of ADA embedding to answer business specific questions
  • Scaling on different types of large surveys in Saint-Gobain

The results will be directly used in the AI tool and presented to identified Saint-Gobain Business Units.

Technologies used

Python, Azure Machine Learning, Generative AI: Chat GPT/ADA embedding, Streamlit

Requirements

Being friendly and open to collaboration, good programming skills, results oriented, experience in Generative AI and Prompt Engineering is a plus, excellent communication skills, student in engineering school or university, specialized in Machine Learning, Computer Science, Statistics or related fields

6-month internship starting in September 2024

Saint-Gobain encourages diversity and inclusion of people with disabilities



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