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Automation Risk Analysis

Will “Collection Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Collection Clerk” 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 Clerk” 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

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

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

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

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

  • 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.

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

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

  • Receive payments and post amounts paid to customer accounts.

  • 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.

  • Negotiate credit extensions when necessary.

  • 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.

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

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

Technologies & Software

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