Das ist der Job
The Mission:
We are building a sovereign, company-wide AI fabric.
Darum lohnt es sich
A leading internet provider is looking for a Senior AI Engineer to join their team in Middelburg, Mpumalanga. This system ingests every document, ticket, transaction, and data point across our portfolio (Veralogix, Bioniq, Innovata, Treadstone, Aiguille) into a unified retrieval, property-graph, and agentic layer.
It provides natural-language, grounded, and traceable insights in real-time. Responsibilities: 1. The Retrieval Spine Design and implement a chunking strategy for heterogeneous content: PDFs, scanned docs, transcripts, tables, code, and ERP records. Engineer hybrid search (BM25 + dense + late-interaction), reranking, and query routing.
Architect and operate the vector database infrastructure (pgvector + Qdrant or equivalent). 2. The Corporate Knowledge Graph Design and implement the ontology for the corporate knowledge graph (Memgraph, Neo4j, or KuzuDB). Execute entity resolution across systems like Odoo, Aleph, Hoover, Elasticsearch, Nextcloud, and telemetry.
Build GraphRAG patterns that solve complex, multi-hop queries more effectively than naïve vector retrieval. 3. The MCP Server Fleet Author and manage a fleet of MCP servers to expose internal systems (Odoo, Hoover, Aleph, Memgraph, Elasticsearch, etc.) to the agent layer. Implement robust s
