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AI Automation Index
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Industrial Engineers. Run the upskilling simulator.
AI Vulnerability
Median Salary
Growth Demand
We parsed O*NET's 20 constituent tasks for this occupation and classified them by AI threat risk.
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Simulate Upskilling →Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Communicate with management and user personnel to develop production and design standards.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Recommend methods for improving utilization of personnel, material, and utilities.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
Semi-structured task combining routine and non-routine responsibilities.
Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop manufacturing methods, labor utilization standards, and cost analysis systems to promote efficient staff and facility utilization.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Complete production reports, purchase orders, and material, tool, and equipment lists.
Semi-structured task combining routine and non-routine responsibilities.
Coordinate and implement quality control objectives, activities, or procedures to resolve production problems, maximize product reliability, or minimize costs.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Implement methods and procedures for disposition of discrepant material and defective or damaged parts, and assess cost and responsibility.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Study operations sequence, material flow, functional statements, organization charts, and project information to determine worker functions and responsibilities.
Semi-structured task combining routine and non-routine responsibilities.
Formulate sampling procedures and designs and develop forms and instructions for recording, evaluating, and reporting quality and reliability data.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Schedule deliveries based on production forecasts, material substitutions, storage and handling facilities, and maintenance requirements.
Semi-structured task combining routine and non-routine responsibilities.
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O*NET Methodology
This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.
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