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Automation Risk Analysis

Will “Insurance Collector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Insurance Collector” 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%

“Insurance Collector” 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

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

  • 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.

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

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

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

  • Answer customer questions regarding problems with their accounts.

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

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

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

  • 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.

  • Receive payments and post amounts paid to customer accounts.

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

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

  • Negotiate credit extensions when necessary.

Technologies & Software

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