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Automation Risk Analysis

Will “Enrollment Specialist” 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%

“Enrollment 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Enrollment 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 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

  • 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.

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

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

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

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

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

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

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

  • Prepare and set up for new employee orientations.

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

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

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

  • Gather personnel records from other departments or employees.

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

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

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

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

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

  • Arrange for in-house and external training activities.

Technologies & Software

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