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AI exposure Architecture and engineering

Will AI replace industrial engineering technologists and technicians?

Industrial Engineering Technologists and Technicians. US occupation 17-3026.

0.0%

of the time industrial engineering technologists and technicians spend on their work goes on tasks where AI is already being used to do that work.of industrial engineering technologists and technicians' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for industrial engineering technologists and techniciansWhat industrial engineering technologists and technicians no longer do alone

O*NET lists 55 tasks for industrial engineering technologists and technicians. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

55 of the 55 tasks show no AI use at work in the data.

  • Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.Core task
  • Analyze, estimate, or report production costs.Core task
  • Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.Core task
  • Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.Core task
  • Assist nanoscientists or engineers in writing process specifications or documentation.Core task
  • Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.Core task
Show the other 49
  • Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.Core task
  • Collect or compile nanotechnology research or engineering data.Core task
  • Compile and evaluate statistical data to determine and maintain quality and reliability of products.Core task
  • Contribute written material or data for grant or patent applications.Core task
  • Coordinate equipment purchases, installations, or transfers.Core task
  • Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.Core task
  • Develop or implement programs to address problems related to production, materials, safety, or quality.Core task
  • Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.Core task
  • Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.Core task
  • Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.Core task
  • Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.Core task
  • Maintain accurate record or batch-record documentation of nanoproduction.Core task
  • Maintain work area according to cleanroom or other processing standards.Core task
  • Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.Core task
  • Monitor and adjust production processes or equipment for quality and productivity.Core task
  • Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.Core task
  • Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.Core task
  • Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements.Core task
  • Oversee or inspect production processes.Core task
  • Prepare capability data, training materials, or other documentation for transfer of processes to production.Core task
  • Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.Core task
  • Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software.Core task
  • Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.Core task
  • Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis.Core task
  • Provide advice or training to other technicians.Core task
  • Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.Core task
  • Recommend corrective or preventive actions to assure or improve product quality or reliability.Core task
  • Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.Core task
  • Select cleaning materials, tools, or equipment.Core task
  • Select material quantities or processing methods needed to achieve efficient production.Core task
  • Study time, motion, methods, or speed involved in maintenance, production, or other operations to establish standard production rate or improve efficiency.Core task
  • Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.Core task
  • Verify that equipment is being operated and maintained according to quality assurance standards by observing worker performance.Core task
  • Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.
  • Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.
  • Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.
  • Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.
  • Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.
  • Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.
  • Design plant layouts or production facilities.
  • Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.
  • Develop production, inventory, or quality assurance programs.
  • Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
  • Evaluate industrial operations for compliance with permits or regulations related to the generation, storage, treatment, transportation, or disposal of hazardous materials or waste.
  • Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.
  • Oversee equipment start-up, characterization, qualification, or release.
  • Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.
  • Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.
  • Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.

How that compares

Among the 34 architecture and engineering occupations, industrial engineering technologists and technicians rank 27. The group averages 3.8%, and its most exposed job is Computer Hardware Engineers at 14.5%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Hoist and Winch Operators 0.0%
  2. 346Home Appliance Repairers 0.0%
  3. 346Human Resources Managers 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.