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Automation Risk Analysis

Will “Financial Services Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #563 of 702. Estimated risk: 92.0%

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AI Exposure Risk

62%

“Financial Services 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%

“Financial Services 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

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

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

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

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

  • File and maintain loan records.

  • Accept payment on accounts.

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

  • Submit loan applications with recommendation for underwriting approval.

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

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

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

  • Schedule and conduct closings of mortgage transactions.

  • Present loan and repayment schedules to customers.

  • Answer questions and advise customers regarding loans and transactions.

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

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

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

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

Technologies & Software

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