Internship (PFE) - Machine Learning engineer - Text to SQL

ConvergenceAI - تونس - Sousse

About ConvergenceAI

We are an AI startup focused on solving concrete scientific and business problems with AI.

At ConvergenceAI we deeply believe in the potential of AI to transform science, engineering, and business.

We are on a mission to make that vision a reality. We work on advanced AI applications and care deeply about AI research. ConvergenceAI is part of Microsoft for Startups Founders Hub and Nvidia Inception Program


Role Description

As a Machine Learning intern, you will work on advancing the state of the art in the Text to SQL task.

Text to SQL is generating accurate SQL based on a natural language question and a database schema.

This is a research position, so you will need to familiarize yourself with the bibliography and the current state-of-the-art techniques. You will also, propose, implement, and test LLM-powered text to SQL components including SQL generators, refiners, schema linkers,...

You will explore one or many of the following techniques: Advanced RAG, Chain of thought prompting, and Supervised finetuning, ...


Qualifications

  • Final year student in machine learning, data science, or related fields in a top engineering school ( Polytechnique, ENIT, ENSI, ENIS, INSAT, ENISO , ENIM,..)
  • Knowledge of state-of-the-art technologies and architectures in Machine learning and Deep learning, Advanced RAG, and In-context Learning techniques
  • Tech stack: Git, Python, Pandas, Open AI or Open source LLMs, vector DBs
  • Cloud stack: Azure AI services would be a plus
  • Ability to work collaboratively in a team environment and effectively interact with people at all levels in an organization
  • Skills to communicate complex ideas effectively
  • Fluent in English and French


This is a paid position.


We encourage you to apply even if you do not believe you meet every single qualification

تاريخ النشر: ٢٢ يناير ٢٠٢٥
الناشر: LinkedIn
تاريخ النشر: ٢٢ يناير ٢٠٢٥
الناشر: LinkedIn