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Automation Risk Analysis

Will “Credit and Collections Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Credit and Collections Analyst” 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%

“Credit and Collections Analyst” 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.

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

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

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

  • Negotiate credit extensions when necessary.

  • 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.

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

  • 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.

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

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

  • Receive payments and post amounts paid to customer accounts.

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

  • Answer customer questions regarding problems with their accounts.

Technologies & Software

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