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Automation Risk Analysis

Will “Management Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #185 of 702. Estimated risk: 13.0%

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AI Exposure Risk

45%

“Management Aide” will probably not 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Management Aide” 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Social and Human Service Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care.

Avg. Annual Salary $47,090
Avg. Hourly Wage $22.64
Available Jobs (US) 424,220
Job Title & Hierarchy Code (SOC) Social and Human Service Assistants #21-1093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Social and Human Service Assistants”

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Core Skills & Abilities

  • Submit reports and review reports or problems with superior.

  • Assist clients with preparation of forms, such as tax or rent forms.

  • Assist in planning food budgets, using charts or sample budgets.

  • Provide information or refer individuals to public or private agencies or community services for assistance.

  • Oversee day-to-day group activities of residents in institution.

  • Demonstrate use and care of equipment for tenant use.

  • Explain rules established by owner or management, such as sanitation or maintenance requirements or parking regulations.

  • Observe clients' food selections and recommend alternate economical and nutritional food choices.

  • Observe and discuss meal preparation and suggest alternate methods of food preparation.

  • Assist in locating housing for displaced individuals.

  • Develop and implement behavioral management and care plans for clients.

  • Assess clients' cognitive abilities and physical and emotional needs to determine appropriate interventions.

  • Visit individuals in homes or attend group meetings to provide information on agency services, requirements, or procedures.

  • Consult with supervisor concerning programs for individual families.

  • Transport and accompany clients to shopping areas or to appointments, using automobile.

  • Inform tenants of facilities, such as laundries or playgrounds.

  • Keep records or prepare reports for owner or management concerning visits with clients.

  • Advise clients regarding food stamps, child care, food, money management, sanitation, or housekeeping.

  • Interview individuals or family members to compile information on social, educational, criminal, institutional, or drug history.

Technologies & Software

  • PointClickCare healthcare software
  • MEDITECH software
  • Database software
  • Microsoft Office software
  • Microsoft Access
  • Word processing software
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • Microsoft Copilot
  • Microsoft Word
  • Limbic AI
  • Web browser software
  • Electronic medical record EMR software
  • Gemini for Workspace
  • Microsoft Outlook
  • Microsoft Excel
  • Nuance Dragon NaturallySpeaking
  • Woebot (AI Mental Health)
  • Passenger vehicles
  • Computer laser printers
  • Personal computers
  • Multi-line telephone systems
  • Amplified telephones
  • 10-key calculators
  • Laser facsimile machines
  • Photocopying equipment
  • Hearing impaired telephones
  • Laptop computers
  • Desktop computers