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Automation Risk Analysis

Will “Collections Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Collections 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%

“Collections 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

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

  • 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.

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

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

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

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

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

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

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

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

  • Negotiate credit extensions when necessary.

  • 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.

Technologies & Software

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