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Automation Risk Analysis

Will “Collection Agent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Collection Agent” 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%

“Collection Agent” 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

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

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

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

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

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

  • Answer customer questions regarding problems with their accounts.

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

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

  • Negotiate credit extensions when necessary.

  • 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.

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

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

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

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

Technologies & Software

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