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Automation Risk Analysis

Will “Loan Operations Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #563 of 702. Estimated risk: 92.0%

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AI Exposure Risk

62%

“Loan Operations 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Loan Operations Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Loan Interviewers and Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Interview loan applicants to elicit information; investigate applicants' backgrounds and verify references; prepare loan request papers; and forward findings, reports, and documents to appraisal department. Review loan papers to ensure completeness, and complete transactions between loan establishment, borrowers, and sellers upon approval of loan.

Avg. Annual Salary $51,050
Avg. Hourly Wage $24.54
Available Jobs (US) 173,100
Job Title & Hierarchy Code (SOC) Loan Interviewers and Clerks #43-4131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Loan Interviewers and Clerks”

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Core Skills & Abilities

  • File and maintain loan records.

  • Prepare and type loan applications, closing documents, legal documents, letters, forms, government notices, and checks, using computers.

  • Review customer accounts to determine whether payments are made on time and that other loan terms are being followed.

  • Accept payment on accounts.

  • Verify and examine information and accuracy of loan application and closing documents.

  • Record applications for loan and credit, loan information, and disbursements of funds, using computers.

  • Contact credit bureaus, employers, and other sources to check applicants' credit and personal references.

  • Answer questions and advise customers regarding loans and transactions.

  • Assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts.

  • Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.

  • Order property insurance or mortgage insurance policies to ensure protection against loss on mortgaged property.

  • Establish credit limits and grant extensions of credit on overdue accounts.

  • Schedule and conduct closings of mortgage transactions.

  • Interview loan applicants to obtain personal and financial data and to assist in completing applications.

  • Present loan and repayment schedules to customers.

  • Contact customers by mail, telephone, or in person concerning acceptance or rejection of applications.

  • Check value of customer collateral to be held as loan security.

  • Submit loan applications with recommendation for underwriting approval.

Technologies & Software

  • Kimi (Moonshot AI)
  • Loan tracking software
  • Zapier AI
  • Microsoft Copilot
  • Microsoft Word
  • Qwen (Alibaba)
  • Software AG Underwriting Solution
  • Nova (Amazon)
  • Web browser software
  • Notion AI
  • Microsoft Access
  • UiPath (RPA + AI)
  • Automated underwriting software
  • Microsoft Excel
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Mistral (Mistral AI)
  • Napkin AI
  • Accounting software
  • Perplexity AI
  • Microsoft Dynamics
  • Microsoft PowerPoint
  • Automated financial software
  • DeepSeek
  • Gemini for Workspace
  • Llama (Meta)
  • Gemini (Google)
  • Microsoft Outlook
  • Rockport Integrated Excel Underwriting
  • Desktop publishing software
  • Grok (xAI)
  • Fannie Mae Desktop Underwriter
  • Microsoft Windows
  • Otter.ai
  • Encompass software
  • Credit reporting software
  • Lending software systems
  • Operating system software
  • Claude (Anthropic)
  • Grammarly AI
  • Computer inkjet printers
  • Copy machines
  • Printing calculators
  • Document scanners
  • Laser facsimile machines
  • Personal computers
  • Laptop computers