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Data Quality (DQ) Lead

Libsys, Inc.Fort Worth, TX🇺🇸United StatesPosted 17 Aug 2026

Why This Role Stands Out

As a Data Quality Lead at Libsys, Inc., you'll drive enterprise data quality strategy, gaining valuable experience in profiling, standardization, and remediation. This hybrid role is perfect for a detail-oriented professional eager to shape critical data initiatives and contribute to a reputable company. Apply now to make a significant impact and advance your career.

Quick Overview

Work Type
Hybrid
Level
Mid Senior

Job Description

Role Description

Own enterprise data-quality strategy for MDM/RDM, including profiling, standardisation, matching quality, validation, scorecards, remediation and continuous improvement.

Key Responsibilities

 

  • Establish data-quality dimensions, thresholds and acceptance criteria by domain and enterprise-wide.
  • Profile Patient/Person/Provider, Location and reference/mapping data before and after transformation.
  • Define completeness, validity, uniqueness, consistency, conformity, timeliness and referential-integrity rules.
  • Design address/name/phone/provider/location standardisation and validation (Informatica IDQ / Address Doctor).
  • Partner with the MDM/Informatica leads on match thresholds, duplicate detection and false-match analysis.
  • Design exception management, remediation queues and root-cause analysis.
  • Create DQ scorecards and trend reporting; version, test and reprocess rule changes with audit.
  • Support migration reconciliation and production monitoring.

 Primary Deliverables

 

  • DQ strategy and rule catalogue
  • Profiling reports and baseline
  • Matching-quality assessment
  • DQ scorecards
  • Exception / remediation framework
  • Migration and production reconciliation reports

 Required Experience & Skills

 

  • 8+ years in data quality, with hands-on Informatica Data Quality (IDQ) and Address Doctor.
  • Strong profiling, standardisation and rule design.
  • Experience improving MDM match precision and recall.
  • Strong analytical and root-cause skills.

 Good to Have

 

  • Healthcare provider/specialty standardisation.
  • AI-assisted cleansing and anomaly detection.
  • Cloud-native DQ implementation.

 

Skills

Continuous Improvement
Reconciliation

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