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Machinify

Content Innovation, Claims Editing

Machinify

. Monitor and interpret CPT, HCPCS, ICD-10-CM, NCCI, MUE, CMS, specialty society, payer, and New York Medicaid sources .

Posted 10/15/2026full-timeRemote • United StatesSeniorLead💰 $135,000 - $165,000 per yearWebsite

Tech Stack

Tools & technologies
SQL

About the role

Key responsibilities & impact
  • Monitor and interpret CPT, HCPCS, ICD-10-CM, NCCI, MUE, CMS, specialty society, payer, and New York Medicaid sources
  • Translate coding rules, clinical guidelines, and reimbursement policy into precise, testable editing logic
  • Document edit sources, rationale, and scope for traceability and appeals
  • Separate portable market-wide content from client-specific policy
  • Maintain content through code updates, policy changes, and performance reviews
  • Build New York Medicaid content for Mainstream Managed Care, HARP, behavioral health, FQHC, and long-term care services
  • Use claims data to test concepts, size opportunities, and estimate hit rates, false positives, and savings
  • Review production results and track accuracy, appeals, overturns, provider abrasion, and realized savings
  • Partner with Product, Engineering, and Data Science on requirements, logic specifications, test cases, and AI-assisted content workflows
  • Explain content rationale and impact to clients and internal teams; support policy review, approvals, and appeals
  • In the first 90 days, learn the content portfolio and deliver a prioritized list of New York content gaps and opportunities
  • Within 6–12 months, own a content domain, move data-validated concepts into production, maintain documentation, improve content-building processes, and demonstrate measurable results

Requirements

What you’ll need
  • 7+ years of experience in claims editing, clinical coding, Payment Integrity, or payer policy, with hands-on experience authoring or validating edits
  • Active coding credential, such as CPC, CCS, CCS-P, CPMA, or CIC, or a clinical license such as RN paired with deep coding experience
  • Deep, current knowledge of CPT, HCPCS, ICD-10-CM, modifiers, NCCI, MUEs, coding guidelines, and documentation requirements
  • Working knowledge of reimbursement methodologies, including fee schedules, DRGs, APCs, and professional and facility billing
  • Experience sourcing and interpreting CMS manuals, NCDs and LCDs, AMA guidance, and payer policies
  • Strong analytical skills and comfort working with claims data, using SQL, Excel, or similar tools
  • Experience working with Product, Engineering, Data Science, or other multidisciplinary teams
  • Clear written communication and ability to explain complex coding and clinical logic to nonclinical audiences
  • Curiosity about AI tools and willingness to use them in daily content work
  • At least 3 years of experience with New York State Medicaid policy, billing, or Payment Integrity, including eMedNY, APGs, APR-DRGs, and NYS DOH and OMIG guidance
  • Sound judgment and comfort working in a fast-moving build-and-scale environment

Benefits

Comp & perks
  • PTO, Paid Holidays, and Volunteer Days
  • Eligibility for health, vision and dental coverage
  • 401(k) plan participation with company match
  • Flexible spending accounts
  • Tuition Reimbursement
  • Company-paid life insurance
  • Company-paid short-term disability
  • Company-paid parental leave
  • Remote and hybrid work options