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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

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

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

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

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

  • Create business continuity and disaster recovery budgets.

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

  • 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.

  • 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.

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

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

  • Conduct or oversee contingency plan integration and operation.

  • Test documented disaster recovery strategies and plans.

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

  • Interpret government regulations and applicable codes to ensure compliance.

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

  • Create or administer training and awareness presentations or materials.

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

  • Identify individual or transaction targets to direct intelligence collection.

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

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

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