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Tomorrow's health is... Defining a new possible.

Data Integrity Analyst

Texas, Remote Job ID JR0144260 Category Data Quality Post Date Mar. 19, 2026
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McKesson is an impact-driven, Fortune 10 company that touches virtually every aspect of healthcare. We are known for delivering insights, products, and services that make quality care more accessible and affordable. Here, we focus on the health, happiness, and well-being of you and those we serve – we care.

What you do at McKesson matters. We foster a culture where you can grow, make an impact, and are empowered to bring new ideas. Together, we thrive as we shape the future of health for patients, our communities, and our people. If you want to be part of tomorrow’s health today, we want to hear from you.

Position Summary

The Data Integrity Analyst plays a key role in ensuring the accuracy, completeness, and reliability of McKesson’s enterprise data—including AI‑generated, automated, and digitized outputs. In this role, you will execute structured data integrity validations, identify discrepancies, and document findings to support remediation and continuous improvement.
Working within established standards and processes, the Data Integrity Analyst partners with data, analytics, and operations teams to ensure that data is trustworthy and fit for business use.

Key Responsibilities

Data Integrity Validation

  • Perform routine and ad‑hoc data integrity checks on automated, AI‑generated, and digitized datasets.

  • Validate data against source documentation, defined business rules, and quality standards.

  • Identify, document, and categorize data discrepancies and integrity issues.

Issue Documentation & Resolution Support

  • Maintain clear documentation, validation evidence, and issue logs to support remediation efforts.

  • Provide data examples and findings to senior analysts or governance partners to support root‑cause analysis.

  • Monitor data corrections, verify resolution, and ensure issues are closed appropriately.

Quality Governance & Standards

  • Participate in calibration activities to ensure consistent application of quality and integrity standards across reviewers.

  • Assist in maintaining data integrity procedures, validation checklists, and reference documentation.

  • Escalate issues that fall outside defined thresholds or require subject‑matter review.

Cross‑Functional Collaboration

  • Collaborate with technical and business teams to clarify data requirements and understand upstream processes affecting data quality.

  • Communicate findings clearly and professionally, ensuring partners understand issues and recommended next steps.

Minimum Requirement

Degree or equivalent and typically requires 4+ years of relevant experience.

Education

Bachelor’s degree in Information Systems, Data Analytics, Business, or a related field or equivalent experience.

Critical Skills

  • Typically requires 4+ years of relevant experience in data quality, data validation, data operations, or analytical roles.

  • Experience reviewing system‑generated, automated, or AI‑enabled data outputs.

  • Strong attention to detail and consistency when applying validation rules and standards.

  • Ability to interpret source documents, follow defined procedures, and accurately document observations.

  • Clear written communication for documenting issues and summarizing findings.

  • Ability to work collaboratively with data, technical, and business stakeholders.

  • Comfort escalating anomalies and seeking guidance when needed.

Preferred Qualifications

  • Exposure to AI‑enabled systems, OCR tools, or digitization workflows.

  • Familiarity with data quality dimensions such as accuracy, completeness, consistency, and timeliness.

  • Proficiency with Microsoft Excel and basic data analysis functions.

  • Experience working with structured datasets and performing validation checks.

Salary: 80,700.00 - 107,600.00 - 134,500.00 USD Annual with 7.5% MIP

P3

Why Join McKesson?

At McKesson, you will help improve the integrity of the data that powers better healthcare outcomes. You’ll join a mission‑driven organization committed to innovation, collaboration, and continuous improvement. This role provides opportunities to deepen your analytical expertise, work with emerging technologies, and contribute to high‑impact data quality initiatives across the enterprise.

We are proud to offer a competitive compensation package at McKesson as part of our Total Rewards. This is determined by several factors, including performance, experience and skills, equity, regular job market evaluations, and geographical markets. The pay range shown below is aligned with McKesson's pay philosophy, and pay will always be compliant with any applicable regulations. In addition to base pay, other compensation, such as an annual bonus or long-term incentive opportunities may be offered. For more information regarding benefits at McKesson, please click here.

Our Base Pay Range for this position

$80,700 - $134,500

McKesson has become aware of online recruiting-related scams in which individuals who are not affiliated with or authorized by McKesson are using McKesson’s (or affiliated entities, like CoverMyMeds or RxCrossroads) name in fraudulent emails, job postings or social media messages. In light of these scams, please bear the following in mind:

McKesson Talent Advisors will never solicit money or credit card information in connection with a McKesson job application.


McKesson Talent Advisors do not communicate with candidates via online chatrooms or using email accounts such as Gmail or Hotmail. Note that McKesson does rely on a virtual assistant (Gia) for certain recruiting-related communications with candidates.

McKesson job postings are posted on our career site: careers.mckesson.com.

McKesson is an Equal Opportunity Employer

McKesson provides equal employment opportunities to applicants and employees, without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability, age, genetic information, or any other legally protected category. For additional information on McKesson’s full Equal Employment Opportunity policies, visit our Equal Employment Opportunity page.

McKesson welcomes and encourages applications from people with disabilities. Accommodations are available on request for candidates taking part in all aspects of the selection process. If you require accommodation please contact us by sending an email to Disability_Accommodation@McKesson.com.

Join us at McKesson!

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McKesson has become aware of online recruiting-related scams in which individuals who are not affiliated with or authorized by McKesson are using McKesson’s (or affiliated entities, like CoverMyMeds or RxCrossroads) name in fraudulent emails, job postings or social media messages. In light of these scams, please bear the following in mind:

  • McKesson Talent Advisors will never solicit money or credit card information in connection with a McKesson job application.
  • McKesson Talent Advisors do not communicate with candidates via online chatrooms or using email accounts such as Gmail or Hotmail. Note that McKesson does rely on a virtual assistant (Gia) for certain recruiting-related communications with candidates.
  • McKesson job postings are posted on our career site: careers.mckesson.com.

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