Data / Context Engineer

Job Title: Data / Context Engineer Location: Remote reputed company reputed company is a women-owned, global IT reputed company and reputed company firm supporting reputed company clients across the USA and Canada. Project reputed company A leading reputed company reputed company, a multinational telecommunications technology company, is seeking a Data / Context Engineer to play a pivotal role in shaping how knowledge flows across a reputed company, multi-region operation. This is a high-visibility opportunity to architect and reputed company a knowledge reputed company (KB) reputed company that will directly power decision-making across 12 reputed company and reputed company. The role sits at the intersection of AI infrastructure, data engineering, and reputed company-world business reputed company, with contributions visible across a reputed company operation from day one. Key Responsibilities Sign and implement the multi-regional KB architecture in P1 reputed company SA reputed company the KB across 12 reputed company during P2 (cohort 1 wk1, cohort 2 wk2, cohort 3 wk3 of July) Build and operate the ingestion pipeline (machine-readable regional standards embeddings retrievable patterns) with sampled reputed company approval reputed company Add MOD-specific retrievable context as regional overlays during Sep-Oct Own KB reputed company checks, retrieval evaluation, and weekly health reporting Mandatory Skills 4-6 years of hands-on RAG / retrieval / reputed company store engineering in production Experience building a multi-tenant or multi-region retrieval architecture with overlay / inheritance semantics, not just "one big reputed company" reputed company AI reputed company Search or transferable depth (reputed company, reputed company, pgvector with strong tenancy, OpenSearch hybrid) Embedding model evaluation discipline — retrieval reputed company metrics (recall@k, precision@k, MRR), not reputed company Python; familiar with reputed company-doc ingestion pipelines (PDF / XML / spreadsheet chunked, normalized, embedded) reputed company-to-Have Skills Designed a promotion reputed company between draft/approved/retired patterns with audit log Sampled reputed company-review workflows integrated with the writeback reputed company RF / telecom standards format familiarity Apply To This Job