Key Responsibilities
- Requirements & traceability — elicit, document and baseline functional and data requirements across ingestion, canonical model, entity resolution and graph serving;
maintain a Requirement Traceability Matrix (RTM) from requirement through to test evidence.
- Acceptance criteria ownership — translate SOW stage acceptance criteria into testable, measurable conditions;
secure WK agreement on match-quality measures (precision/recall) and NLQ scenarios before build begins.
- Test strategy & planning — define the overall test strategy, quality gates, entry/exit criteria and test data approach for each milestone.
- Data quality validation — design and execute tests for data completeness, accuracy, transformation logic, standardization rules and identifier-spine integrity across all six sources.
- Entity resolution validation — build and curate labelled/golden validation samples;
evaluate match precision, recall and false-positive rates;
validate clustering andGolden Record survivorship logic.
- Graph validation — test node and edge accuracy, source traceability,



and multi-hop traversal scenarios against expected paths.
- Human-in-the-loop coordination — operate and coordinate the SME review workflow, manage the review queue, capture reviewer decisions and feed them back as training/tuning input.
- Defect management — log, triage and track defects with reproducible steps;
drive root-cause analysis on data discrepancies;
maintain severity classification and closure evidence.
- UAT & sign-off — plan and coordinate user acceptance testing with WK SMEs;
assemble milestone acceptance packs and secure written sign-off within the agreed review window.

Required Skills & Experience

Skill Area

Specific Requirements

Business Analysis

Requirements elicitation, user stories, functional specifications, RTM, data dictionaries, source-to-target mapping documentation

QA / Testing

Test strategy, test planning, test case design, regression suites, UAT coordinatio

📌 Quality Analyst (Rohtak)
🏢 EXL
📍 Rohtak