Content Innovation, Claims Editing (Multiple Levels)

Machinify; United States; Remote; USD 135,000 - 165,000; Full time

Benefits offered by this job

PTO and holidays

Health, vision and dental coverage (te

401(k) with company match

Tuition Reimbursement

Life insurance

Short-term disability

Parental leave

Remote and hybrid work options

Job summary

Machinify is hiring a Content Innovation, Claims Editing expert to source, design, validate, and maintain clinical and coding content for our editing products. You will translate policy rules into precise, testable edits, document rationale, and monitor updates to keep content current.

You’ll work with Product and Data Science to define requirements, test concepts with claims data, and ensure client value through measurable improvements in edit quality and cost savings.

Qualifications

• 7+ years of experience in claims editing, clinical coding, Payment Integrity, or payer policy.
• Active coding credential or clinical license with deep coding experience.
• Deep knowledge of CPT, HCPCS, ICD-10-CM, modifiers, NCCI, MUEs, coding guidelines.

Responsibilities

• Source and author editing content; interpret updates and translate rules to editing logic.
• Validate content with claims data to test concepts and measure savings.
• Collaborate with Product, Engineering, and Data Science to turn concepts into requirements and test cases.
• Support clients and internal teams with clear documentation and rationale.

Skills

Claims editing

Clinical coding

Payer policy

SQL

Excel

Collaboration with product

AI awareness

Analytical thinking

Tools

SQL

Excel

Python

BI tools

Job description

Content Innovation, Claims Editing (Multiple Levels)

Remote - US

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

Machinify is redefining Payment Integrity through smarter technology, richer data, and intelligent automation. We are seeking a claims editing content expert to help build the next generation of editing content and make healthcare payments more accurate and affordable.

As Content Innovation, Claims Editing, you will source, design, validate, and maintain the clinical and coding content that powers our editing products. You will find opportunities in policy and in the data, turn them into edits that hold up, and measure whether they deliver value for our health plan clients.

This is a build‑and‑scale role at the intersection of clinical editing, coding, reimbursement policy, data science, and product development. The ideal candidate brings deep clinical editing and coding expertise, a strong analytical instinct, and an open, practical interest in how AI can help us build better content, faster, while keeping quality and clinical accuracy at the center.

You do not need to be a data scientist. You do need to think in terms of evidence, measurable outcomes, and the value each edit creates for a client.

What you’ll do

Source and author editing content

• Monitor and interpret authoritative sources, including CPT and HCPCS updates, ICD-10-CM guidelines, NCCI PTP and MUE tables, CMS manuals, NCDs and LCDs, specialty society guidance, and payer reimbursement policies.
• Translate coding rules, clinical guidelines, and reimbursement policy into precise, testable editing logic.
• Document the source, rationale, and scope of every edit so it is traceable, defensible on appeal, and easy to maintain.
• Separate portable, market‑wide content from client‑specific policy, and flag the difference clearly in all content and sizing work.
• Maintain existing content through quarterly code updates, policy changes, and performance reviews, and recommend when edits should be refined or retired.

Validate content with data

• Use claims data to test editing concepts before build, size the opportunity, and estimate hit rate, false‑positive rate, and savings.
• Review edit output and production results to confirm edits fire as intended and to find gaps, over‑reach, or missed opportunities.

  Partner with Product and Data Science

  • Work with Product, Engineering, and Data Science to turn content concepts into clear requirements, logic specifications, and test cases.
  • Help data scientists understand clinical and coding context so models and analyses reflect how care is delivered and billed.
  • Evaluate where AI tools, including large language models, can speed up policy research, concept discovery, content authoring, and quality review.
  • Apply expert judgment to AI‑generated content and help define the review standards that keep it accurate.

  Support clients and internal teams

  • Explain the rationale, sources, and expected impact behind editing content to client and internal audiences.
  • Support client policy review, edit approval, and appeals with clear, well‑sourced documentation.
  • Bring client feedback and operational findings back into the content roadmap.

  What experience you bring (Role Requirements)

  Required

  • 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 primary content, including 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 to test hypotheses and measure results.
  • Experience working with Product, Engineering, Data Science, or other multidisciplinary teams.
  • Clear written communication and the ability to explain complex coding and clinical logic to nonclinical audiences.
  • Curiosity about AI tools and willingness to use them in daily content work.
  • Sound judgment and comfort working in a fast‑moving build‑and‑scale environment.

  Preferred

  • Experience at a claims editing, Payment Integrity, or healthcare technology company.
  • Experience across commercial, Medicare Advantage, and Medicaid lines of business.
  • Clinical background (RN, LPN, or other licensed clinician) with direct patient care experience.
  • Experience writing product requirements or logic specifications for engineering teams.
  • Experience with Python, SQL, or BI tools for claims analysis.
  • Experience presenting content rationale or savings analyses to health plan clients.

  What Success Looks Like…

  The First 90 days

  You will learn Machinify’s content portfolio, source library, technology, and development process; build working relationships with Product and Data Science; and deliver your first validated content updates or new concepts.

  Within 6 to 12 months

  You will own a content domain end to end, move multiple data‑validated concepts into production, maintain accurate and current source documentation, contribute to at least one AI‑assisted improvement in how content is built, and show measurable results in edit accuracy, speed, or client value

  Pay range

  $135,000 - $165,000 USD. This exempt position. The salary range is for Base Salary. Compensation will be determined based on several factors including, but not limited to, skill set, years of experience, and the employee’s geographic location.

  What’s in it for you

  • PTO, Paid Holidays, and Volunteer Days
  • Eligibility for health, vision and dental coverage, 401(k) plan participation with company match, and flexible spending accounts
  • Tuition Reimbursement
  • Eligibility for company‑paid benefits including life insurance, short‑term disability, and parental leave.
  • Remote and hybrid work options

  What values we’ll share with you

  • Ask why
  • Think big
  • Be humble
  • Deliver results

  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/