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Automation Risk Analysis

Will “Commercial Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Commercial 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Commercial 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 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Management Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.

Avg. Annual Salary $114,710
Avg. Hourly Wage $55.15
Available Jobs (US) 893,900
Job Title & Hierarchy Code (SOC) Management Analysts #13-1111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Management Analysts”

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Core Skills & Abilities

  • Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.

  • Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.

  • Recommend purchase of storage equipment and design area layout to locate equipment in space available.

  • Analyze data gathered and develop solutions or alternative methods of proceeding.

  • Gather and organize information on problems or procedures.

  • Design, evaluate, recommend, and approve changes of forms and reports.

  • Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

  • Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.

  • Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.

  • Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.

  • Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.

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