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Automation Risk Analysis

Will “Benefits Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #532 of 702. Estimated risk: 90.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

58%

“Benefits Clerk” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Benefits Clerk” 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 Human Resources Assistants, Except Payroll and Timekeeping, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile and keep personnel records. Record data for each employee, such as address, weekly earnings, absences, amount of sales or production, supervisory reports, and date of and reason for termination. May prepare reports for employment records, file employment records, or search employee files and furnish information to authorized persons.

Avg. Annual Salary $50,950
Avg. Hourly Wage $24.50
Available Jobs (US) 92,580
Job Title & Hierarchy Code (SOC) Human Resources Assistants, Except Payroll and Timekeeping #43-4161
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Human Resources Assistants, Except Payroll and Timekeeping”

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Core Skills & Abilities

  • Interview job applicants to obtain and verify information used to screen and evaluate them.

  • Explain company personnel policies, benefits, and procedures to employees or job applicants.

  • Inform job applicants of their acceptance or rejection of employment.

  • Select applicants meeting specified job requirements and refer them to hiring personnel.

  • Arrange for in-house and external training activities.

  • Prepare badges, passes, and identification cards, and perform other security-related duties.

  • Process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence.

  • Gather personnel records from other departments or employees.

  • Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies.

  • Examine employee files to answer inquiries and provide information for personnel actions.

  • Request information from law enforcement officials, previous employers, and other references to determine applicants' employment acceptability.

  • Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations.

  • Arrange for advertising or posting of job vacancies and notify eligible workers of position availability.

  • Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.

  • Prepare and set up for new employee orientations.

  • Administer and score applicant and employee aptitude, personality, and interest assessment instruments.

  • Compile and prepare reports and documents pertaining to personnel activities.

  • Process and review employment applications to evaluate qualifications or eligibility of applicants.

  • Provide assistance in administering employee benefit programs and worker's compensation plans.

Technologies & Software

  • Kimi (Moonshot AI)
  • Notion AI
  • ADP Workforce Now
  • Oracle PeopleSoft
  • Workscape HR Service Center
  • Microsoft Publisher
  • Microsoft Outlook
  • Grok (xAI)
  • Microsoft Access
  • Gemini for Workspace
  • Blackboard Learning System
  • Learning management system LMS
  • Blackboard Learn
  • Calendar and scheduling software
  • Applicant tracking software
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Claude (Anthropic)
  • Database software
  • Ultimate Software UltiPro Workplace
  • Word processing software
  • Human resource management software HRMS
  • Llama (Meta)
  • Oracle Self-Service Human Resources
  • Otter.ai
  • Microsoft SharePoint
  • Enterprise resource planning ERP software
  • Oracle PeopleSoft Enterprise Human Resources
  • Grammarly AI
  • Qwen (Alibaba)
  • Microsoft Excel
  • Gemini (Google)
  • UiPath (RPA + AI)
  • Oracle PeopleSoft Enterprise Employee Self-Service
  • Microsoft Internet Explorer
  • Microsoft Copilot
  • Google Calendar
  • Human resource information system (HRIS)
  • Oracle HRIS
  • LinkedIn
  • Microsoft Office software
  • ADP Enterprise HR
  • Scanning software
  • Microsoft Visio
  • Oracle Taleo
  • Document management system software
  • SAP ERP
  • Zapier AI
  • Employee self-service software
  • Napkin AI
  • Employee performance management system
  • DeepSeek
  • FileMaker Pro
  • Microsoft Word
  • Corel WordPerfect Office Suite
  • Google Docs
  • Perplexity AI
  • Mistral (Mistral AI)
  • Email software
  • Nova (Amazon)
  • Mainframe computers
  • Photocopying equipment
  • Personal computers
  • Desktop computers
  • Laser facsimile machines
  • Photocopiers
  • Scanners
  • 10-key calculators
  • Document binding equipment