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Automation Risk Analysis

Will “Change Management Specialist” be Automated?

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AI Exposure Risk

54%

“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%

“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

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

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

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

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

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

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

  • 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.

  • Create business continuity and disaster recovery budgets.

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

  • 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.

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

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

  • Create or administer training and awareness presentations or materials.

  • Conduct or oversee contingency plan integration and operation.

  • Test documented disaster recovery strategies and plans.

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

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

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

  • Interpret government regulations and applicable codes to ensure compliance.

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

Technologies & Software

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