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Pauwels Consulting

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Data Scientist / AI Engineer – Azure & Microsoft Fabric

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Summary

Consultant role at Pauwels Consulting building an AI-driven matching engine for a Belgian public-sector employment services client, connecting job seekers with opportunities. Day-to-day work spans Python, Azure AI Foundry/Search, Microsoft Fabric, semantic search, scoring/reranking, and containerized cloud deployments with CI/CD.

Our client, a leading public sector organization focused on employment services, is looking for a consultant to drive the development of an advanced matching engine. The role focuses on designing and activating AI-driven solutions to connect job seekers with professional opportunities using modern cloud architectures.

Responsibilities

  • Design and develop the matching engine and its data pipelines for ingestion, indexing, and semantic search.
  • Implement fuzzy matching logic, scoring systems, and reranking algorithms to optimize result relevance.
  • Deploy and manage cloud environments including containerized applications and API exposures.
  • Establish CI/CD pipelines, monitoring frameworks, and security protocols for data solutions.
  • Validate engine performance through rigorous testing protocols and data quality assessments.
  • Document technical architectures and perform knowledge transfer to internal technical teams.

Requirements

  • 3+ years of experience in data science and AI development using Python.
  • 2+ years of experience with cloud-native data platforms including Azure AI Foundry, Azure AI Search, and Microsoft Fabric.
  • Experience with containerization and application hosting using Docker and Azure App Service.
  • You possess knowledge of semantic search indexing and fuzzy matching methodologies.
  • You have experience setting up CI/CD and monitoring within cloud environments.
  • You are proactive and solution-oriented with a focus on knowledge sharing.
  • You have an active knowledge of French or Dutch.

Nice to Haves

  • Knowledge of English.

Offer

  • Start date: ASAP
  • Duration: 15 months
  • Work regime: Full-time
  • Location: Charleroi
  • Working model: Remote
  • Contract: open to both permanent employees and freelancers

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See also

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