Alternance – Data Scientist IA & Documentation Technique (F/H)

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Alternance – Data Scientist IA & Documentation Technique (F/H)

Horizon Trading Solutions

RennesCompetitive Posted 4 days ago

Data Scientist

pythonnlpfaissazure-openai gitllm

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Job Description

About Us

Horizon Trading Solutions is a fintech company specializing in designing a platform that facilitates various trading activities on electronic financial markets. We provide cutting-edge software deployed on-site or as SaaS, with an ambitious product roadmap including Machine Learning, AI, Crypto Currencies, and Low Latency solutions.

We are a human-sized company of 120 employees with an international presence in 6 countries serving clients across 26 countries. We are a committed organization, certified B-Corp and partner with Planet Tech'care, Ethical IA, and Lakaa. We have been recognized in our field with awards including Best trading solution for listed securities (2022 and 2023), Best trading system strategy development (2022), Best sell-side OMS (2021), and Multi-Asset Trading System of the year (2020).

At Horizon, we help financial institutions innovate faster by providing reliable software and clear, accessible documentation. Our objective is to make our documentation more effective, easier to consult, and easier to maintain.

The Role

During this internship, you will contribute to two key projects:

  • Identification of incorrect or missing documentation: You will design a prototype tool capable of analyzing differences between documentation and customer support responses, and identifying portions of code whose behavior or parameters are not documented. Ideally, the tool will also be able to propose a draft of documentation.
  • AI-optimized search: You will design and implement an intelligent search engine based on generative AI technologies, including similarity search and automatic image description. The objective is to make our documentation more relevant, intuitive, and accessible to our clients.

You will be supported throughout the internship by a team of experienced developers.

Responsibilities

  • Develop a prototype tool to analyze documentation gaps and discrepancies with support responses
  • Identify code portions where behavior or parameters lack documentation
  • Design and implement an AI-powered search engine using generative AI technologies
  • Implement similarity search functionality
  • Develop automatic image description capabilities
  • Contribute to concrete and impactful projects

Requirements

  • Pursuing a Master's level degree (M1 or M2) in computer science, artificial intelligence, data science, data analysis, or equivalent
  • Solid understanding of Python programming
  • Familiarity with common tools and frameworks (git, Linux, etc.)
  • Comfortable collaborating and solving problems with different team members
  • Fluent English (mandatory)

Nice to Have

  • Experience with NLP and machine learning frameworks
  • Familiarity with FAISS, Azure OpenAI, or similar vector search technologies
  • Experience with GitLab CI/CD pipelines
  • Knowledge of OpenAPI specifications
  • Background in financial markets or front office operations

What You'll Gain

  • Practical experience in development and/or data analysis with cutting-edge technologies (Python, NLP, FAISS, Azure OpenAI, GitLab CI/CD, OpenAPI)
  • Technical and functional skills development in the financial domain
  • Exposure to a rich technical environment including real-time systems and functional programming
  • Mentorship from experienced developers

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Alternance – Data Scientist IA & Documentation Technique (F/H)

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