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Automation Risk Analysis

Will “Account Service Representative” be Automated?

Historical Context: Oxford Study (2013)

Ranked #613 of 702. Estimated risk: 95.0%

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AI Exposure Risk

50%

“Account Service Representative” 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%

“Account Service Representative” 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.

  • Answer customer questions regarding problems with their accounts.

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

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

  • Negotiate credit extensions when necessary.

  • 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.

  • 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.

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

  • 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.

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

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

  • Receive payments and post amounts paid to customer accounts.

Technologies & Software

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