Data Quality & Observability Architect

McKesson; Columbus (OH); On-site; USD 105,000 - 174,000; Full time

Job summary

McKesson seeks a Senior Data Quality Analyst to design and mature a comprehensive data quality capability. You will collaborate with domain owners, data teams, and contractors to translate business expectations into practical standards, rules, dashboards, and services across data platforms.

The role emphasizes observability, governance, and scalable quality solutions with tools like Collibra, Informatica, Monte Carlo, and GE. A 7+ year data quality track record is expected.

Qualifications

• Bachelor's degree in IT/CS/Business or related field (Master's preferred).
• 7+ years in data quality, observability, data engineering, or governance.
• Experience designing data quality frameworks and implementing observability tooling.

Responsibilities

• Design and build enterprise data quality framework with consistent domain-wide metrics.
• Stand up data observability across priority pipelines and datasets.
• Define and operationalize data quality rules with data owners.
• Build reusable rule libraries, monitoring dashboards, and alerting for downstream teams.
• Conduct data quality assessments and drive remediation with data owners and engineers.
• Evaluate tooling (Collibra, Informatica, Monte Carlo, GE) as part of catalog/lineage stack.
• Establish SLAs/SLOs and report KPIs to track capability health.
• Collaborate with legal/compliance to meet regulatory requirements.
• Train data stewards and stakeholders on framework and observability signals.
• Advise on designing new systems with built-in quality.

Skills

SQL

Python

Data quality

Observability

ETL/ELT

Data governance

Communication

Education

Bachelor's degree in IT/CS/Business or related field

Master's degree preferred

Tools

Collibra

Informatica

Monte Carlo

Great Expectations

Soda

Alation

Informatica Axon

Job description

McKesson seeks a Senior Data Quality Analyst to design and mature a comprehensive data quality capability. You will collaborate with domain owners, data teams, and contractors to translate business expectations into practical standards, rules, dashboards, and services across data platforms.

The role emphasizes observability, governance, and scalable quality solutions with tools like Collibra, Informatica, Monte Carlo, and GE. A 7+ year data quality track record is expected.