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Automation Risk Analysis

Will “Rehabilitation Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #36 of 702. Estimated risk: 0.7%

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AI Exposure Risk

58%

“Rehabilitation Director” 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

34%

“Rehabilitation Director” 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 34% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical and Health Services Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations.

Avg. Annual Salary $137,730
Avg. Hourly Wage $66.22
Available Jobs (US) 565,840
Job Title & Hierarchy Code (SOC) Medical and Health Services Managers #11-9111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Medical and Health Services Managers”

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Core Skills & Abilities

  • Plan, implement, and administer programs and services in a health care or medical facility, including personnel administration, training, and coordination of medical, nursing and physical plant staff.

  • Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.

  • Consult with medical, business, and community groups to discuss service problems, respond to community needs, enhance public relations, coordinate activities and plans, and promote health programs.

  • Develop or expand and implement medical programs or health services that promote research, rehabilitation, and community health.

  • Monitor the use of diagnostic services, inpatient beds, facilities, and staff to ensure effective use of resources and assess the need for additional staff, equipment, and services.

  • Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.

  • Develop instructional materials and conduct in-service and community-based educational programs.

  • Manage change in integrated health care delivery systems, such as work restructuring, technological innovations, and shifts in the focus of care.

  • Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.

  • Direct or conduct recruitment, hiring, and training of personnel.

  • Direct, supervise and evaluate work activities of medical, nursing, technical, clerical, service, maintenance, and other personnel.

  • Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.

  • Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.

  • Establish work schedules and assignments for staff, according to workload, space, and equipment availability.

  • Establish objectives and evaluative or operational criteria for units managed.

  • Develop and implement organizational policies and procedures for the facility or medical unit.

  • Inspect facilities and recommend building or equipment modifications to ensure emergency readiness and compliance to access, safety, and sanitation regulations.

  • Maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning.

Technologies & Software

  • IBM Cognos Impromptu
  • Microsoft PowerPoint
  • Microsoft SharePoint
  • Social media sites
  • PCC EHR
  • Teradata Database
  • Mistral (Mistral AI)
  • Apache Hadoop
  • Microsoft Publisher
  • Fireflies.ai
  • R
  • Marketo Marketing Automation
  • Salesforce software
  • e-MDs Bill
  • Database software
  • TeleTracking PreAdmit-Tracking
  • ChatGPT (OpenAI)
  • Veritas NetBackup
  • Microsoft SQL Server
  • Oracle Hyperion
  • API Healthcare ActiveStaffer
  • Nuance PaperPort Professional
  • Blackbaud The Raiser's Edge
  • Oracle Taleo
  • Microsoft SQL Server Integration Services SSIS
  • Intuit QuickBooks
  • PCC Pediatric Partner
  • Yost Engineering EpiCoder
  • SAP Crystal Reports
  • FileMaker Pro
  • Gemini (Google)
  • Structured query language SQL
  • American Medical Association CodeManager
  • Inventory management software
  • Claude (Anthropic)
  • AcuStaf
  • Google Ads
  • Microsoft Excel
  • Grok (xAI)
  • Healthcare common procedure coding system HCPCS
  • Kodak Dental Systems Kodak SOFTDENT Practice management software PMS
  • Oracle E-Business Suite Financials
  • Bed Management Suite
  • IBM Notes
  • Epic Systems
  • MEDITECH Medical and Practice Management MPM Suite
  • Electronic medical record EMR software
  • Microsoft Word
  • DeepSeek
  • Cerner ProFile
  • Microsoft Copilot
  • Expert Health Data Programming Vitalnet
  • Nova (Amazon)
  • Sage 50 Accounting
  • Notion AI
  • LexisNexis
  • Microsoft Access
  • Google Docs
  • Microsoft Exchange
  • IBM SPSS Statistics
  • Microsoft Office software
  • Human resource management software HRMS
  • Data entry software
  • Contract management software
  • Autodesk Revit
  • Microsoft SQL Server Reporting Services SSRS
  • Integrated development environment IDE software
  • CareCentric MestaMed
  • Oracle Business Intelligence Enterprise Edition
  • Henry Schein Dentrix
  • Alteer Office
  • Apache Maven
  • Emdeon HealthPro
  • Cisco Webex
  • Microsoft Visio
  • MEDITECH software
  • Yardi software
  • Microsoft Outlook
  • Medical procedure coding software
  • Minitab
  • Adobe Acrobat
  • Google Drive
  • Gemini for Workspace
  • SAP Business Objects
  • e-MDs DocMan
  • Qlik Tech QlikView
  • Microsoft Dynamics
  • Motion (AI Scheduler)
  • DxCG RiskSmart
  • StataCorp Stata
  • Fund accounting software
  • Delphi Technology
  • Perplexity AI
  • Misys Healthcare Systems Misys Tiger
  • Google Meet
  • Current procedural terminology CPT software
  • Microsoft Windows
  • Blackboard software
  • Geographic information system GIS software
  • LinkedIn
  • Oracle PeopleSoft
  • Yost Engineering CodeSearch Pro
  • McKesson Horizon Ambulatory Care
  • IBM Power Systems software
  • Oracle PeopleSoft Financials
  • IBM Domino
  • Yost Engineering EPStaffCheck
  • MEDENT
  • Microsoft Project
  • ArticSoft FileAssurity
  • Llama (Meta)
  • CliniTrend
  • Tableau
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle Fusion Applications
  • Facebook
  • Otter.ai
  • Allscripts healthcare automation software
  • Relative Values for Physicians
  • Yost Engineering ABN Assistant
  • Microsoft Teams
  • SAS
  • 3DGrid HIPAA Checkup
  • Web browser software
  • SmugMug Flickr
  • Qwen (Alibaba)
  • Apache Pig
  • Medical condition coding software
  • e-MDs Schedule
  • Google Sheets
  • Microsoft Visual Basic
  • e-MDs Chart
  • MicroStrategy
  • Yost Engineering ClaimScrub
  • MedFORCE Technologies WorkFLOW
  • GE Healthcare Centricity EMR
  • Oracle JD Edwards EnterpriseOne
  • Kimi (Moonshot AI)
  • Napkin AI
  • ColorSoft AutoMatch
  • Dental Common Access System DENCAS
  • eClinicalWorks EHR software
  • Citrix cloud computing software
  • Trimble SketchUp Pro
  • ConceptDraw
  • Desktop computers
  • Scanners
  • Laptop computers
  • Personal computers

Alternative Job Titles