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Automation Risk Analysis

Will “Patient Account Representative” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Patient Account Representative” 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

24%

“Patient Account Representative” 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 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bill and Account Collectors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Locate and notify customers of delinquent accounts by mail, telephone, or personal visit to solicit payment. Duties include receiving payment and posting amount to customer's account, preparing statements to credit department if customer fails to respond, initiating repossession proceedings or service disconnection, and keeping records of collection and status of accounts.

Avg. Annual Salary $48,370
Avg. Hourly Wage $23.25
Available Jobs (US) 165,020
Job Title & Hierarchy Code (SOC) Bill and Account Collectors #43-3011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bill and Account Collectors”

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Core Skills & Abilities

  • Contact insurance companies to check on status of claims payments and write appeal letters for denial on claims.

  • Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.

  • Receive payments and post amounts paid to customer accounts.

  • Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise.

  • Trace delinquent customers to new addresses by inquiring at post offices, telephone companies, credit bureaus, or through the questioning of neighbors.

  • Record information about financial status of customers and status of collection efforts.

  • Negotiate credit extensions when necessary.

  • Advise customers of necessary actions and strategies for debt repayment.

  • Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.

  • Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.

  • Locate and monitor overdue accounts, using computers and a variety of automated systems.

  • Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.

  • Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.

  • Answer customer questions regarding problems with their accounts.

  • Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.

Technologies & Software

  • Kimi (Moonshot AI)
  • Gemini for Workspace
  • Relational database software
  • MEDITECH software
  • Web browser software
  • Medical procedure coding software
  • Columbia Ultimate RPCS
  • Intuit QuickBooks
  • Microsoft Excel
  • Internet browser software
  • UiPath (RPA + AI)
  • Spreadsheet software
  • LexisNexis Banko
  • System Innovators
  • Notion AI
  • Zapier AI
  • ADP Drive DMS for Accounting
  • Microsoft Dynamics
  • Columbia Ultimate Archive
  • Otter.ai
  • SAP software
  • Gemini (Google)
  • Grammarly AI
  • Medical condition coding software
  • LexisNexis
  • Claude (Anthropic)
  • CU Connect processing software
  • Mistral (Mistral AI)
  • NetSuite ERP
  • Microsoft Outlook
  • Debt account management and collection software
  • Austin Logistics CallSelect
  • Llama (Meta)
  • Optical character recognition OCR software
  • TCI XML Credit Interface
  • Nova (Amazon)
  • Document management system software
  • Sage 50 Accounting
  • Microsoft Word
  • Ontario Systems FACS
  • Healthcare common procedure coding system HCPCS
  • Diagnostic and procedural coding software
  • DeepSeek
  • ChatGPT (OpenAI)
  • W3 Data BatchAppend411
  • Word processing software
  • Microsoft Dynamics GP
  • Oracle JD Edwards EnterpriseOne
  • Collection Data Systems CollectOne-Tiger
  • Adtec Agency Manager
  • Perplexity AI
  • Data-Tel Ceasar
  • ADS Advantage
  • Microsoft Copilot
  • Columbia Ultimate Remit
  • Qwen (Alibaba)
  • Quantrax Intelec
  • Grok (xAI)
  • Accounting software
  • HMS
  • Microsoft PowerPoint
  • Microsoft Office software
  • Napkin AI
  • Personal digital assistants PDA
  • Autodialers
  • Predictive dialers
  • Laptop computers
  • Amplified telephones
  • Scanners