Industrial Engineering Technologists and Technicians
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 1 of 55 tasks
Maintain accurate record or batch-record documentation of nanoproduction.
quick to check, an existing check settles it, and a mistake is cheap · 2.9% of the role's time · $147M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Maintain work area according to cleanroom or other processing standards.
physical work, outside the screen · 5.0% of the role's time · $254M
Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.
physical work, outside the screen · 3.8% of the role's time · $193M
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.
physical work, outside the screen · 3.7% of the role's time · $188M
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.
physical work, outside the screen · 3.7% of the role's time · $186M
Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.
physical work, outside the screen · 3.4% of the role's time · $172M
Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.
physical work, outside the screen · 3.3% of the role's time · $166M
Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.
physical work, outside the screen · 3.2% of the role's time · $159M
Collect or compile nanotechnology research or engineering data.
reason given most often: no existing check settles it · 3.2% of the role's time · $159M · waiting on a check
Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.
physical work, outside the screen · 2.5% of the role's time · $128M
Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.
physical work, outside the screen · 2.5% of the role's time · $124M
Verify that equipment is being operated and maintained according to quality assurance standards by observing worker performance.
physical work, outside the screen · 2.2% of the role's time · $113M
Compile and evaluate statistical data to determine and maintain quality and reliability of products.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.2% of the role's time · $109M
Study time, motion, methods, or speed involved in maintenance, production, or other operations to establish standard production rate or improve efficiency.
physical work, outside the screen · 2.0% of the role's time · $99.5M
Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.
physical work, outside the screen · 1.9% of the role's time · $93.8M
Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
reason given most often: no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
Analyze, estimate, or report production costs.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M · passed by Claude Sonnet · the models disagreed
Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.
physical work, outside the screen · 1.7% of the role's time · $83.8M
Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.
physical work, outside the screen · 1.7% of the role's time · $83.8M
Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M · waiting on a check
Coordinate equipment purchases, installations, or transfers.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $83.8M
Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M
Design plant layouts or production facilities.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
Develop or implement programs to address problems related to production, materials, safety, or quality.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
Develop production, inventory, or quality assurance programs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
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.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $83.8M
Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $83.8M
Monitor and adjust production processes or equipment for quality and productivity.
physical work, outside the screen · 1.7% of the role's time · $83.8M
Oversee equipment start-up, characterization, qualification, or release.
physical work, outside the screen · 1.7% of the role's time · $83.8M
Oversee or inspect production processes.
physical work, outside the screen · 1.7% of the role's time · $83.8M
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.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M · waiting on a check
Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M · waiting on a check
Provide advice or training to other technicians.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $83.8M
Recommend corrective or preventive actions to assure or improve product quality or reliability.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $83.8M
Select cleaning materials, tools, or equipment.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M · waiting on a check
Select material quantities or processing methods needed to achieve efficient production.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $83.8M
Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.
physical work, outside the screen · 1.7% of the role's time · $83.8M
Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.
reason given most often: no existing check settles it · 1.7% of the role's time · $83.8M
Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.
physical work, outside the screen · 1.6% of the role's time · $80.5M
Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.
physical work, outside the screen · 1.6% of the role's time · $79.1M
Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.
physical work, outside the screen · 1.5% of the role's time · $75.7M
Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.
reason given most often: no existing check settles it, and a failure is too expensive · 1.5% of the role's time · $73.7M · passed by Claude Sonnet · the models disagreed
Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.
reason given most often: no existing check settles it · 1.2% of the role's time · $59.6M · waiting on a check
Assist nanoscientists or engineers in writing process specifications or documentation.
reason given most often: no existing check settles it · 1.1% of the role's time · $55.7M
Prepare capability data, training materials, or other documentation for transfer of processes to production.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.0% of the role's time · $51.3M
Contribute written material or data for grant or patent applications.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.0% of the role's time · $48.5M
Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.
physical work, outside the screen · 0.9% of the role's time · $47.1M
Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.
physical work, outside the screen · 0.9% of the role's time · $45.0M
Evaluate industrial operations for compliance with permits or regulations related to the generation, storage, treatment, transportation, or disposal of hazardous materials or waste.
physical work, outside the screen · 0.8% of the role's time · $39.0M
Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.
physical work, outside the screen · 0.6% of the role's time · $27.9M
Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.
physical work, outside the screen · 0.5% of the role's time · $24.0M
Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 0.4% of the role's time · $17.9M
Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.
physical work, outside the screen · 0.2% of the role's time · $9.3M
Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 0.1% of the role's time · $4.9M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Motor Vehicle Parts Manufacturing | 6320 | $399M | $11.6M | $0 |
| Semiconductor and Other Electronic Component Manufacturing | 5710 | $380M | $11.1M | $0 |
| Architectural, Engineering, and Related Services | 4470 | $323M | $9.4M | $0 |
| Chemical Manufacturing (3251, 3252, 3253, and 3259 only) | 2510 | $267M | $7.8M | $0 |
| Scientific Research and Development Services | 3410 | $266M | $7.8M | $0 |
| Plastics Product Manufacturing | 3830 | $245M | $7.2M | $0 |
| Navigational, Measuring, Electromedical, and Control Instruments Manufacturing | 3660 | $243M | $7.1M | $0 |
| Aerospace Product and Parts Manufacturing | 2780 | $221M | $6.5M | $0 |
| Medical Equipment and Supplies Manufacturing | 3420 | $221M | $6.5M | $0 |
| Machinery Manufacturing (3331, 3332, 3334, and 3339 only) | 3430 | $216M | $6.3M | $0 |