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DRG Dispute Reviewer

Role overview

Summary

The DRG Dispute Reviewer role focuses on evaluating provider appeals and audit findings to ensure accurate DRG assignments and payment outcomes. This position supports regulatory compliance and proper reimbursement practices within healthcare systems, leveraging clinical and coding expertise to drive accuracy in audit decisions.

Qualifications

  • Associate or bachelor’s degree in nursing or health information management.
  • RHIA, RHIT, CCS, CIC, CDIP, or CCDS certification.
  • Minimum 3 years of inpatient hospital coding experience.
  • Minimum 4 years of DRG validation experience.
  • Expert-level knowledge of ICD-10-CM/PCS coding systems and MS-DRG/APR-DRG methodologies.

Responsibilities

  • Evaluate provider-submitted appeals and original audit findings to validate or revise DRG determinations.
  • Review inpatient medical records, UB-04s, and documentation to ensure correct DRG assignment and adherence to coding, billing, and payment guidelines.
  • Apply clinical validation and coding principles to support or overturn DRG audit findings using MS-DRG and APR-DRG grouping logic.
  • Prepare clear, concise, and evidence-based rationales to support determinations for clients, providers, or payers.

Key facts

  • Remote from: United States
  • Full time
  • Mid-level (2-5 years)
  • $100K – $115K / year
  • English

Hard skills

Other skills

  • Analytical Skills
  • Critical Thinking
  • Detail Oriented
  • Technical Acumen
  • Communication
  • Collaboration
  • Time Management

About the company

Machinify, Inc. logo

Machinify, Inc.

  • Digital Health
  • Scaleup
  • 51–200
We develop software that helps people get the right medical care, at the right time, at the right price. The $4 trillion healthcare industry is the largest and most complex sector of the U.S. economy. It involves maze-like processes, arcane rules, a multi-party payment system... and the yearly processing of 7 billion health claims. Healthcare data is fragmented across industry players, stored in legacy systems, and is often unstructured and not machine-readable (think faxes). We started Machinify to leverage healthcare data at scale to drive down costs and improve outcomes. Our software platform leverages the latest advances in machine learning, large language models, data analytics, and cloud processing to solve previously intractable problems. Learn more about our products at www.machinify.com If you're excited by our mission we want to hear from you! Contact us at talent@machinify.com or apply directly to our open roles.

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Job description

Machinify is a leading healthcare intelligence company with expertise across the payment continuum, delivering unmatched value, transparency, and efficiency to health plan clients across the country. Deployed by over 85 health plans, including many of the top 20, and representing more than 270 million lives, Machinify brings together a fully configurable and content-rich, AI-powered platform along with best-in-class expertise. We’re constantly reimagining what’s possible in our industry, creating disruptively simple, powerfully clear ways to maximize financial outcomes and drive down healthcare costs.

About the Opportunity

The DRG Dispute Reviewer is responsible for evaluating provider appeals and original audit findings to determine the correct DRG assignment and payment outcome. This role requires advanced knowledge of MS-DRG and APR-DRG methodologies, clinical validation, coding guidelines, and payer policies. Using clinical and coding expertise, the reviewer independently assesses documentation to ensure audit decisions are accurate, defensible, and compliant. This position plays a vital role in supporting regulatory compliance, identifying and recovering overpayments, and promoting proper documentation and reimbursement practices across healthcare systems.

Duties and Responsibilities

  • Dispute Review: Evaluate provider-submitted appeals and original audit findings to validate or revise DRG determinations.
  • Medical Record Analysis: Review inpatient medical records, UB-04s, and documentation to ensure correct DRG assignment and adherence to coding, billing, and payment guidelines.
  • DRG Validation: Apply clinical validation and coding principles to support or overturn DRG audit findings using MS-DRG and APR-DRG grouping logic.
  • Written Justification: Prepare clear, concise, and evidence-based rationales to support determinations for clients, providers, or payers.
  • Coding Expertise: Maintain expert knowledge of ICD-10-CM/PCS coding guidelines, UHDDS definitions, and AHA Coding Clinic updates.
  • Clinical Judgment: Use clinical acumen to assess medical necessity, documentation sufficiency, and code assignment accuracy.
  • Collaboration: Work closely with audit leads and team members to ensure consistency and quality in dispute resolutions.
  • Quality & Productivity: Meet performance standards for accuracy, timeliness, and productivity in dispute review and audit completion.
  • Compliance: Adhere to HIPAA guidelines, industry best practices, and AHIMA’s Standards of Ethical Coding.
  • Client Communication: Participate in client meetings, including presenting audit results when required.
  • Tool Utilization: Use proprietary audit platforms, encoders, and medical record systems efficiently and effectively.
  • Other Duties: Perform additional tasks as assigned to support audit operations and client needs.
What You Bring

Required Education (One of the following):

  • An associate or bachelor’s degree in nursing (active/unrestricted license); or in health information management is required.
  • Work experience may be considered in lieu of formal education at leadership discretion.

Required Certifications (At least one of the following):

  • RHIA – Registered Health Information Administrator
  • RHIT – Registered Health Information Technician
  • CCS – Certified Coding Specialist
  • CIC – Certified Inpatient Coder
  • CDIP or CCDS – Clinical Documentation Improvement certification

Experience:

  • Minimum 3 years of inpatient hospital coding (IPPS reimbursement)
  • Minimum 4 years DRG validation (clinical and coding)
  • Experience in DRG dispute reviews, clinical validation, and recovery audits strongly preferred
  • Prior experience in inpatient clinical documentation integrity (CDI) is a plus

Skills and Competencies:

  • Expert-level knowledge of ICD-10-CM/PCS coding systems, MS-DRG/APR-DRG methodologies, and official guidelines
  • Strong analytical and critical thinking skills for complex case reviews
  • Ability to write clear, professional rationales supported by clinical and coding evidence
  • High attention to detail, accuracy, and compliance
  • Able to work independently with minimal supervision in a remote environment
  • Technically proficient with:
    • Medical record systems and audit platforms
    • Encoder/grouper tools (e.g., TruCode, 3M)
    • Microsoft Office Suite (Excel, Word, Outlook, Teams)
What We Offer
  • Work from anywhere in the US! Machinify is digital-first.
  • Top Medical/Dental/Vision offerings
  • FSA/HSA
  • Tuition reimbursement
  • Competitive salary, 401(k) with company match
  • Additional health and wellness benefits and perks
  • Flexible and trusting environment where you’ll feel empowered to do your best work
The salary for this position is based on an array of factors unique to each candidate: Such as years and depth of experience, set skills, certifications, etc.  We are hiring for different levels, and our Recruiting team will let you know if you qualify for a different role/range.    Pay range: $100,000 - $115,000, with eligibility for quarterly bonuses.   Equal Employment Opportunity at Machinify   We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity workplace. Machinify is an employment at will employer. We participate in E-Verify as required by applicable law. In accordance with applicable state laws, we do not inquire about salary history during the recruitment process. If you require a reasonable accommodation to complete any part of the application or recruitment process, please let our recruiters know. See our Candidate Privacy Notice at: https://www.machinify.com/candidate-privacy-notice/

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