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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

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

  • 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.

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

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

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

  • Receive payments and post amounts paid to customer accounts.

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

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

  • Negotiate credit extensions when necessary.

  • Answer customer questions regarding problems with their accounts.

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

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

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

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

Technologies & Software

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