Data Quality (DQ) Lead

TechDoQuest; United States; On-site; USD 120,000 - 160,000; Full time

Job summary

TechDoQuest is seeking a senior data quality professional to own enterprise data-quality strategy for MDM/RDM, including profiling, standardisation, and remediation. You will define rules for completeness, validity, uniqueness, and referential integrity, collaborating with MDM leads on thresholds and false-match analysis.

The role requires hands-on data quality experience with IDQ and Address Doctor, strong analytical skills, and a track record of improving MDM match precision and recall across

Qualifications

• 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.

Responsibilities

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

Skills

8+ years data quality

Informatica IDQ

Address Doctor

Profiling & standardisation

MDM match precision/recall

Analytical/root-cause skills

Tools

Informatica IDQ

Address Doctor

Job 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
• 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.