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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

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

  • 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.

  • 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.

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

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

  • Create business continuity and disaster recovery budgets.

  • Identify individual or transaction targets to direct intelligence collection.

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

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

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

  • Create or administer training and awareness presentations or materials.

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

  • Test documented disaster recovery strategies and plans.

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

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

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

  • Conduct or oversee contingency plan integration and operation.

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

  • Interpret government regulations and applicable codes to ensure compliance.

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

Technologies & Software

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