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 reputed company 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 reputed company 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

Originally posted on Himalayas