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Automation Risk Analysis

Will “Organizational Change Management Specialist” be Automated?

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AI Exposure Risk

54%

“Organizational Change Management 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Organizational Change Management Specialist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Business Continuity Planners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop, maintain, or implement business continuity and disaster recovery strategies and solutions, including risk assessments, business impact analyses, strategy selection, and documentation of business continuity and disaster recovery procedures. Plan, conduct, and debrief regular mock-disaster exercises to test the adequacy of existing plans and strategies, updating procedures and plans regularly. Act as a coordinator for continuity efforts after a disruption event.

Job Title & Hierarchy Code (SOC) Business Continuity Planners #13-1199.04
ℹ️

Data is based on the reference occupation: “Business Continuity Planners”

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Core Skills & Abilities

  • Establish, maintain, or test call trees to ensure appropriate communication during disaster.

  • Create business continuity and disaster recovery budgets.

  • Develop disaster recovery plans for physical locations with critical assets, such as data centers.

  • Test documented disaster recovery strategies and plans.

  • Interpret government regulations and applicable codes to ensure compliance.

  • Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance.

  • Identify individual or transaction targets to direct intelligence collection.

  • Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.

  • Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.

  • Maintain and update organization information technology applications and network systems blueprints.

  • Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements.

  • Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.

  • Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity.

  • Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.

  • Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.

  • Review existing disaster recovery, crisis management, or business continuity plans.

  • Create or administer training and awareness presentations or materials.

  • Conduct or oversee contingency plan integration and operation.

  • Create scenarios to reestablish operations from various types of business disruptions.

  • Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions.

  • Conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber attack, terrorism, and infrastructure failure.

Technologies & Software

  • Emergency notification system software
  • Claude (Anthropic)
  • Enterprise backup systems
  • Napkin AI
  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Microsoft Access
  • Business continuity software
  • Microsoft Word
  • Microsoft Excel
  • Atlassian JIRA
  • ServiceNow
  • Microsoft Copilot
  • DeepSeek
  • Mentimeter
  • COOP Systems myCOOP
  • Kimi (Moonshot AI)
  • Microsoft Project
  • Gemini for Workspace
  • Sungard Assurance
  • Virtual Corporation Sustainable Planner
  • Strategic BCP ResilienceONE
  • Alteryx AI
  • Jaspersoft Business Intelligence Suite
  • Meta Business AI
  • DataRobot
  • Microsoft PowerPoint
  • SunGard NotiFind
  • Atlassian Confluence
  • Local area network LAN software
  • Grok (xAI)
  • Teradata Database
  • Computer operating systems
  • Actuate BIRT
  • Planful AI
  • Oracle JD Edwards EnterpriseOne
  • RecoveryPlanner RPX
  • Microsoft SharePoint
  • Microsoft Visio
  • Web browser software
  • Microsoft Outlook
  • EMC RSA Archer Business Continuity Management
  • Microsoft Office software
  • Tableau AI
  • Mistral (Mistral AI)
  • CA Clarity PPM
  • Llama (Meta)
  • Qwen (Alibaba)
  • Microsoft SQL Server
  • Microsoft SharePoint Server
  • Gemini (Google)
  • Perplexity AI
  • SAP Crystal Reports
  • Structured query language SQL
  • Oracle Primavera Enterprise Project Portfolio Management
  • MIR3 Intelligent Notification
  • Nova (Amazon)
  • Computer server equipment
  • Mainframe computers
  • Desktop computers
  • Computer laser printers
  • Storage area network equipment
  • Personal computers
  • Teleconferencing systems
  • Multiline telephone systems
  • Tablet computers