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Machinify

AI-driven healthcare operations optimization platform

Audit Policy Analyst - Post-Acute Services

Regulatory Compliance & EthicsConfirmed live in the last 24 hours
Full-timeRemote in USANo salary listed

About the Job

Requirements

  • A bachelor's degree in nursing, health administration, business, or a related field, or equivalent experience.
  • At least 5 years of progressive experience in durable medical equipment, home health, and/or home infusion therapy, including direct experience in payment integrity, claims auditing, or provider-side billing and compliance.
  • Alternatively, at least 3 years of experience in post-acute claims auditing and recovery auditing.
  • A Registered Nurse or Certified Coder holding a nationally recognized credential such as RHIA, RHIT, AHIMA, AAPC, or equivalent is required.
  • Demonstrated knowledge of post-acute coding systems and payment methodologies, including ICD-10-CM, HCPCS Level II, CPT, HIPPS, the DME fee schedule and Competitive Bidding Program, Home Health PPS under PDGM, and the Medicare home infusion therapy benefit.
  • Understanding of DME MAC jurisdictions, Local Coverage Determinations, Policy Articles, and supplier documentation requirements, including Standard Written Orders, face-to-face encounters, proof of delivery, continued need, and the DME Required Prior Authorization List.
  • Understanding of Medicare home health conditions of payment, including homebound status, face-to-face encounters, certification and recertification, plans of care, OASIS assessment, and Notice of Admission.
  • Knowledge of provider billing guidelines, payer reimbursement policies, medical necessity criteria, and claim adjudication standards for post-acute services.
  • Expertise in clinical documentation requirements and audit concept development for post-acute claim types.
  • Experience in data utilization and statistical analysis, including scoring and selection for audit concepts.
  • Progressive healthcare data analysis experience, including gathering and documenting requirements for projects of diverse scope and complexity.
  • Experience developing clinical content, policy documentation, and training resources.
  • Ability to communicate effectively with all levels of the organization, diverse teams, and external clients.
  • Strong written and verbal communication, attention to detail, critical thinking, and analytical skills.
  • Ability to manage multiple concurrent workflows independently, including in a remote environment, and deliver results on time.
  • Proficiency with Windows office systems and the Microsoft Suite, including Excel, Word, Outlook, PowerPoint, SharePoint, and Teams.
  • Advanced skills in Microsoft Office, particularly Excel and PowerPoint.
  • Familiarity with encoder and grouper applications, including the Home Health PDGM Grouper.
  • Experience working with software platforms and collaborating with development teams.
  • Success working in a remote environment.

Responsibilities

  • Develop new post-acute audit concepts for DME, home health, and home infusion therapy claims, including research, data and claim analysis, rule documents, and code lists.
  • Review and update existing audit concepts on required periodic cycles or in response to client or regulatory changes, including quarterly HCPCS updates, DMEPOS fee schedule updates, and annual Home Health PPS final rules.
  • Monitor and interpret changes to National Coverage Determinations, DME MAC Local Coverage Determinations and Policy Articles, Medicare Benefit Policy and Claims Processing Manuals, and CMS transmittals, and document their impact on existing concepts.
  • Interpret and apply client-specific commercial and Medicaid payer policy, including home infusion per diem billing, DME rental and purchase rules, and prior authorization requirements.
  • Develop Medicaid audits in DME and home health across multiple states and managed care contracts, incorporating federal requirements and state-specific contract obligations.
  • Perform quality assurance reviews of audit concepts to confirm compliance with regulatory, coding, and citation changes and timely application of updates.
  • Validate concept logic against post-acute billing rules, including DME capped rental and oxygen payment rules, modifier requirements such as KX, GA, GZ, RR, NU, and UE, home health 30-day period and LUPA logic, and home infusion therapy visit and drug billing.
  • Identify discrepancies in concept performance and drive resolution with clinical, coding, and operations teams.
  • Ensure audit concepts are validated against current coding guidelines, payment methodologies, and payer policy before deployment.
  • Manage, track, and progress multiple tasks across concurrent audit concept workflows with accuracy and quality, delivering results on time.
  • Ensure audit teams apply post-acute policies consistently and correctly across auditing platforms and client programs.
  • Serve as the escalation point for auditors and clinical reviewers on complex DMEPOS, home health, and home infusion documentation and coverage questions.
  • Create training materials, job aids, and reference tools for new and existing post-acute audit concepts, including documentation checklists for orders, face-to-face encounters, proof of delivery, homebound status, and plans of care.
  • Maintain organized, accessible documentation of post-acute audit policies and concept updates.
  • Respond to client inquiries and provide subject matter support to client services for presentations, provider disputes, and escalations involving post-acute claims.
  • Partner with operations, clinical teams, technology, and internal stakeholders to support policy execution and improve concept quality.
  • Provide expert feedback to improve policy usability, accuracy, and effectiveness across the organization.
  • Monitor concept performance and provide statistical analysis to drive scoring and selection for new and existing post-acute audit concepts.
  • Identify trends in DME, home health, and home infusion claim data, such as utilization outliers, high-cost supply patterns, and billing inconsistencies across care settings, and recommend actions to optimize audit yield and accuracy.
  • Identify opportunities to improve audit concept workflows, documentation processes, and policy management practices.
  • Support ongoing enhancements to concept tracking, quality assurance processes, and cross-functional coordination.
  • Perform additional responsibilities and ad hoc projects as assigned to meet business needs.

Desired Qualifications

  • A home health coding credential (HCS-D or BCHH-C), OASIS credential (COS-C), or infusion nursing credential (CRNI).

About the Company

Machinify

AI-driven healthcare operations optimization platform

Machinify uses artificial intelligence to optimize decision-making in healthcare. It provides AI-driven applications that improve operational efficiency for health plans, payers, and providers, acting as a central nervous system to manage data-driven decisions. Its products streamline processes like claims processing and utilization management by deploying a growing portfolio of applications on the Machinify platform, designed for fast implementation and immediate ROI. Differences from competitors include an AI-first platform tailored to healthcare administration, a rapid deployment model, and a customer-focused approach that aims to deliver tangible results quickly. The company’s goal is to transform healthcare administration by reclaiming control over healthcare expenditures and improving efficiency and patient outcomes through data-driven decisions.

Company size
1,001-5,000
Company stage
Series A
Total funding
$15.6M
Headquarters
Palo Alto, CA
Founded
2016

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