Data Scientist

Job Title: Data Scientist Consultant

Location: Charleroi, Belgium (Fully remote)

Language: Dutch or French, English

Duration: As soon as possible- 31/12/2027

Job Description:

Context, Description & Mission Details

Description

As part of the Matching 3D project, Forem is seeking a consultant for a period extending from the start date to December 31, 2027, to continue the development of the M3D matching engine (job seeker profile, job offer, training offer) and to expose it in the Single Citizen File (CRM Dynamics), with a view to the opening of services planned for December 2026 and then the gradual replacement of current matching tools (BiMatch, C1C, ELISE).

The desired profile demonstrates recent experience as a Data Scientist, with expertise in end-to-end AI application development, particularly experience in frontend development and results reporting, on a Microsoft technology platform (Azure, Azure AI Search, Microsoft Fabric).

The mission will notably consist of:

• design and develop the presentation interfaces of the results of the M3D engine — business positioning, robustness of the profile, job and training proposals, recommended paths for their integration into the Single File and consumption spaces (personal, agent, company, partner).
• The consultant will also ensure the formatting of the explainability of the matching: clear and concise display of the matching criteria, the gaps in skills and the prioritization of proposals, as well as the creation of monitoring and management dashboards (data quality, test results, usage and performance indicators of the engine).
• Particular attention will be paid to co-design with users and technical and business stakeholders of Forem (agents, advisors, Single File teams): workshops, demonstrations, collection of feedback during testing phases, accessibility and multilingualism of interfaces, in order to guarantee the alignment of solutions with operational needs.
• He/she will also contribute to the development of the engine itself (matching and reranking logic, API contracts, containerized applications, validation of delivered versions) in close collaboration with the Azure/Fabric expert.
• This mission will finally be part of an evolving maintenance, documentation and support approach for the solutions deployed until the end of 2027, according to terms defined jointly with the project managers.

Skills:

Front End dev. and Integration

Microsoft Azure AI

Microsoft Azure AI Search

Microsoft Fabric

Python

R

Locations & Remote Options

• Main address: Boulevard Tirou, 104 - 6000 Charleroi
• Remote option: Fully remote