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Automation Risk Analysis

Will “Change Management Analyst” be Automated?

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AI Exposure Risk

54%

“Change Management Analyst” 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 Analyst” 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

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

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

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

  • Conduct or oversee contingency plan integration and operation.

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

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

  • Identify individual or transaction targets to direct intelligence collection.

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

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

  • Create business continuity and disaster recovery budgets.

  • 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.

  • Test documented disaster recovery strategies and plans.

  • 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.

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

  • 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.

  • Create or administer training and awareness presentations or materials.

  • 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.

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

  • Interpret government regulations and applicable codes to ensure compliance.

Technologies & Software

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