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Automation Risk Analysis

Will “Clinical Appeals Reviewer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #353 of 702. Estimated risk: 64.0%

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AI Exposure Risk

54%

“Clinical Appeals Reviewer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Clinical Appeals Reviewer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Administrative Law Judges, Adjudicators, and Hearing Officers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct hearings to recommend or make decisions on claims concerning government programs or other government-related matters. Determine liability, sanctions, or penalties, or recommend the acceptance or rejection of claims or settlements.

Avg. Annual Salary $122,620
Avg. Hourly Wage $58.95
Available Jobs (US) 16,230
Job Title & Hierarchy Code (SOC) Administrative Law Judges, Adjudicators, and Hearing Officers #23-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Administrative Law Judges, Adjudicators, and Hearing Officers”

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Core Skills & Abilities

  • Review and evaluate data on documents, such as claim applications, birth or death certificates, or physician or employer records.

  • Recommend the acceptance or rejection of claims or compromise settlements according to laws, regulations, policies, and precedent decisions.

  • Determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.

  • Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.

  • Explain to claimants how they can appeal rulings that go against them.

  • Conduct hearings to review and decide claims regarding issues, such as social program eligibility, environmental protection, or enforcement of health and safety regulations.

  • Conduct studies of appeals procedures in field agencies to ensure adherence to legal requirements and to facilitate determination of cases.

  • Authorize payment of valid claims and determine method of payment.

  • Schedule hearings.

  • Rule on exceptions, motions, and admissibility of evidence.

  • Confer with individuals or organizations involved in cases to obtain relevant information.

  • Issue subpoenas and administer oaths in preparation for formal hearings.

  • Prepare written opinions and decisions.

  • Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties.

Technologies & Software

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  • Microsoft Access
  • Word processing software
  • CoCounsel (Thomson Reuters)
  • SAP software
  • LexisNexis AI
  • Online databases
  • Instant messaging software
  • Adobe Acrobat
  • Nova (Amazon)
  • LexisNexis
  • Qwen (Alibaba)
  • Spellbook AI
  • Kimi (Moonshot AI)
  • Microsoft Excel
  • Claude (Anthropic)
  • Perplexity AI
  • Gemini (Google)
  • Harvey AI
  • Microsoft PowerPoint
  • Microsoft Windows
  • Grok (xAI)
  • Microsoft Office software
  • DeepSeek
  • Llama (Meta)
  • Microsoft Outlook
  • Mistral (Mistral AI)
  • Email software
  • Videoconferencing software
  • Microsoft Word
  • Web browser software
  • ChatGPT (OpenAI)
  • Courtroom scheduling software
  • Laser facsimile machines
  • Personal computers
  • Laptop computers
  • Courtroom microphones
  • Tablet computers
  • Digital audio recorders
  • Digital video players
  • Teleconferencing equipment
  • Gavels
  • Computer laser printers
  • Videoconferencing equipment
  • Multiline telephone systems
  • Desktop computers