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Automation Risk Analysis

Will “Collections Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Collections Specialist” 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 Specialist” 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.

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

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

  • 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.

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

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

  • 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.

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

  • 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.

  • Answer customer questions regarding problems with their accounts.

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

  • Negotiate credit extensions when necessary.

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

Technologies & Software

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