ISCO-08 3116
Chemical engineering technicians
44.8%
ADI · 206th of 433 · 95% interval 36.6–52.9
An AI agent can at least partly carry out 44.8% of the task time of chemical engineering technicians, and finish 0.2% alone. The barrier that holds most of the rest back is access to the systems the work runs on.
ADI · partial or full44.8%
206th of 433 · interval 36.6–52.9
ADI3 · full delegation0.2%
192nd of 433 · interval 0.0–0.8
ADIs · share of time39.2%
191st of 433 · interval 36.0–42.5
Evidence198
task statements rated by two models and weighted by importance and frequency. World employment: 0.3 million.
Task weight by level
How the tasks rate
L0No meaningful role · 9.9%L1Augmentation · 45.2%L2Partial delegation · 44.5%L3Full delegation · 0.3%
Barriers
What stops the agent
Share of task weight flagged by each barrier; a task can carry several.
198 task statements, heaviest first
| Task statement (O*NET occupation) | Sonnet · Haiku | Barriers | ||||
|---|---|---|---|---|---|---|
| Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.Non-Destructive Testing Specialists | 1.3% | L2 | L2L2 | 58% | 52 min | Accountability, Access to systems |
| Interpret the results of all methods of non-destructive testing (NDT), such as acoustic emission, electromagnetic, leak, liquid penetrant, magnetic particle, neutron radiographic, radiographic, thermal or infrared, ultrasonic, vibration analysis, and visual testing.Non-Destructive Testing Specialists | 1.3% | L2 | L2L2 | 55% | 1.0 h | Accountability, Access to systems |
| Identify defects in solid materials, using ultrasonic testing techniques.Non-Destructive Testing Specialists | 1.2% | L1 | L1L2 | 30% | 1.5 h | Physical presence, Accountability, Access to systems |
| Make radiographic images to detect flaws in objects while leaving objects intact.Non-Destructive Testing Specialists | 1.2% | L1 | L1L1 | 15% | 1.3 h | Physical presence, Accountability, Access to systems |
| Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.Non-Destructive Testing Specialists | 1.1% | L1 | L1L1 | 20% | 3.0 h | Physical presence, Accountability, Access to systems |
| Compute or record photonic test data.Photonics Technicians | 1.1% | L2 | L2L2 | 58% | 45 min | Physical presence, Access to systems |
| Maintain work area according to cleanroom or other processing standards.Nanotechnology Engineering Technologists and Technicians | 1.1% | L0 | L0L1 | 12% | 1.0 h | Physical presence, Accountability, Access to systems |
| Prepare reports on non-destructive testing results.Non-Destructive Testing Specialists | 1.1% | L2 | L2L2 | 65% | 1.5 h | Accountability, Access to systems |
| Visually examine materials, structures, or components for signs of corrosion, metal fatigue, cracks, or other flaws, using tools and equipment such as endoscopes, closed-circuit television systems, and fiber optics.Non-Destructive Testing Specialists | 1.1% | L1 | L1L2 | 30% | 1.5 h | Physical presence, Accountability, Access to systems |
| Document non-destructive testing methods, processes, or results.Non-Destructive Testing Specialists | 1.1% | L2 | L2L2 | 68% | 1.8 h | Accountability, Access to systems |
| Develop new calibration methods or techniques based on measurement science, analyses, or calibration requirements.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 50% | 6.0 h | Physical presence, Accountability, Access to systems |
| Attend conferences, workshops, or other training sessions to learn about new tools or methods.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L2 | 35% | 4.0 h | Physical presence, Access to systems |
| Calibrate devices by comparing measurements of pressure, temperature, humidity, or other environmental conditions to known standards.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L2 | 25% | 1.3 h | Physical presence, Accountability, Access to systems |
| Conduct calibration tests to determine performance or reliability of mechanical, structural, or electromechanical equipment.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L1 | 22% | 2.0 h | Physical presence, Accountability, Access to systems |
| Analyze test data to identify defects or determine calibration requirements.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 68% | 1.3 h | Accountability, Access to systems |
Show the other 183 tasks
| Task statement (O*NET occupation) | Sonnet · Haiku | Barriers | ||||
|---|---|---|---|---|---|---|
| Disassemble and reassemble equipment for inspection.Calibration Technologists and Technicians · supplemental task | 1.1% | L0 | L0L1 | 6% | 1.5 h | Physical presence |
| Write and submit reports about the results of calibration tests.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 68% | 52 min | Accountability, Access to systems |
| Maintain or repair measurement devices or equipment used for calibration testing.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L1 | 20% | 2.0 h | Physical presence, Accountability, Access to systems |
| Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L1 | 20% | 2.5 h | Physical presence |
| Order replacement parts for malfunctioning equipment.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 65% | 38 min | Access to systems |
| Plan sequences of calibration tests according to equipment specifications and scientific principles.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 65% | 2.0 h | Accountability, Access to systems |
| Read blueprints, schematics, diagrams, or technical orders.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 65% | 30 min | Access to systems |
| Draw plans for developing jigs, fixtures, instruments, or other devices.Calibration Technologists and Technicians · supplemental task | 1.1% | L2 | L2L2 | 58% | 4.0 h | Accountability, Access to systems |
| Verify part dimensions or clearances using precision measuring instruments to ensure conformance to specifications.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L1 | 20% | 30 min | Physical presence, Accountability, Access to systems |
| Visually inspect equipment to detect surface defects.Calibration Technologists and Technicians · supplemental task | 1.1% | L1 | L1L2 | 25% | 20 min | Physical presence, Access to systems |
| Supervise or direct the work of non-destructive testing trainees or staff.Non-Destructive Testing Specialists | 1.1% | L1 | L1L2 | 32% | 2.5 h | Physical presence, Accountability, Trust and care, Access to systems |
| Produce images of objects on film, using radiographic techniques.Non-Destructive Testing Specialists | 1.1% | L0 | L0L1 | 12% | 52 min | Physical presence, Accountability, Access to systems |
| Select, calibrate, or operate equipment used in the non-destructive testing of products or materials.Non-Destructive Testing Specialists | 1.0% | L1 | L1L1 | 22% | 1.5 h | Physical presence, Accountability, Access to systems |
| 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.Nanotechnology Engineering Technologists and Technicians | 1.0% | L1 | L1L2 | 30% | 2.3 h | Physical presence, Access to systems |
| Maintain accurate record or batch-record documentation of nanoproduction.Nanotechnology Engineering Technologists and Technicians | 1.0% | L2 | L2L2 | 65% | 52 min | Accountability, Access to systems |
| Conduct liquid penetrant tests to locate surface cracks by coating objects with fluorescent dyes, cleaning excess penetrant, and applying developer.Non-Destructive Testing Specialists | 1.0% | L0 | L0L1 | 10% | 1.0 h | Physical presence, Accountability, Access to systems |
| Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.Nanotechnology Engineering Technologists and Technicians | 1.0% | L2 | L2L2 | 52% | 2.3 h | Physical presence, Accountability, Access to systems |
| Adjust or maintain equipment, such as lasers, laser systems, microscopes, oscilloscopes, pulse generators, power meters, beam analyzers, or energy measurement devices.Photonics Technicians | 1.0% | L1 | L1L2 | 25% | 1.3 h | Physical presence, Accountability, Access to systems |
| Maintain clean working environments, according to clean room standards.Photonics Technicians | 0.9% | L0 | L0L0 | 5% | 1.0 h | Physical presence, Accountability, Access to systems |
| Map the presence of imperfections within objects, using sonic measurements.Non-Destructive Testing Specialists | 0.9% | L1 | L1L2 | 30% | 2.0 h | Physical presence, Accountability, Access to systems |
| 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.Nanotechnology Engineering Technologists and Technicians | 0.9% | L1 | L1L1 | 18% | 2.0 h | Physical presence, Accountability, Access to systems |
| Evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.Non-Destructive Testing Specialists · supplemental task | 0.9% | L1 | L1L1 | 28% | 2.5 h | Physical presence, Accountability, Access to systems |
| Set up or operate assembly or processing equipment, such as lasers, cameras, die bonders, wire bonders, dispensers, reflow ovens, soldering irons, die shears, wire pull testers, temperature or humidity chambers, or optical spectrum analyzers.Photonics Technicians | 0.9% | L1 | L1L2 | 18% | 1.5 h | Physical presence, Access to systems |
| Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.Nanotechnology Engineering Technologists and Technicians | 0.9% | L1 | L1L2 | 32% | 3.5 h | Physical presence, Access to systems |
| Assemble fiber optical, optoelectronic, or free-space optics components, subcomponents, assemblies, or subassemblies.Photonics Technicians · supplemental task | 0.9% | L0 | L0L1 | 8% | 2.0 h | Physical presence, Access to systems |
| Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.Nanotechnology Engineering Technologists and Technicians | 0.9% | L1 | L1L2 | 35% | 5.0 h | Physical presence, Access to systems |
| Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.Nanotechnology Engineering Technologists and Technicians | 0.8% | L1 | L1L2 | 30% | 4.0 h | Physical presence, Accountability, Access to systems |
| Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.Nanotechnology Engineering Technologists and Technicians | 0.8% | L1 | L1L2 | 30% | 2.0 h | Physical presence, Access to systems |
| Collect or compile nanotechnology research or engineering data.Nanotechnology Engineering Technologists and Technicians | 0.8% | L2 | L2L3 | 65% | 4.0 h | Physical presence, Access to systems |
| Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.Nanotechnology Engineering Technologists and Technicians | 0.7% | L1 | L1L2 | 25% | 1.5 h | Physical presence, Accountability, Access to systems |
| Assist scientists or engineers in the conduct of photonic experiments.Photonics Technicians | 0.7% | L1 | L1L2 | 32% | 3.0 h | Physical presence, Access to systems |
| Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.Nanotechnology Engineering Technologists and Technicians | 0.7% | L1 | L1L1 | 18% | 45 min | Physical presence, Access to systems |
| Perform diagnostic analyses of processing steps, using analytical or metrological tools, such as microscopy, profilometry, or ellipsometry devices.Photonics Technicians · supplemental task | 0.7% | L1 | L1L2 | 38% | 1.8 h | Physical presence, Access to systems |
| Splice fibers, using fusion splicing or other techniques.Photonics Technicians · supplemental task | 0.7% | L0 | L0L1 | 8% | 15 min | Physical presence, Accountability, Access to systems |
| Test or perform failure analysis for optomechanical or optoelectrical products, according to test plans.Photonics Technicians | 0.7% | L1 | L1L2 | 30% | 3.0 h | Physical presence, Accountability, Access to systems |
| Document procedures, such as calibration of optical or fiber optic equipment.Photonics Technicians | 0.7% | L2 | L2L2 | 65% | 2.0 h | Physical presence, Accountability, Access to systems |
| Optimize photonic process parameters by making prototype or production devices.Photonics Technicians · supplemental task | 0.7% | L1 | L1L2 | 30% | 6.0 h | Physical presence, Access to systems |
| Terminate, cure, polish, or test fiber cables with mechanical connectors.Photonics Technicians · supplemental task | 0.7% | L0 | L0L1 | 9% | 20 min | Physical presence, Accountability, Access to systems |
| Recommend optical or optic equipment design or material changes to reduce costs or processing times.Photonics Technicians | 0.7% | L2 | L2L2 | 55% | 3.5 h | Access to systems |
| Assist engineers in the development of new products, fixtures, tools, or processes.Photonics Technicians | 0.6% | L1 | L1L2 | 32% | 4.0 h | Physical presence, Access to systems |
| Build prototype optomechanical devices for use in equipment such as aerial cameras, gun sights, or telescopes.Photonics Technicians · supplemental task | 0.6% | L1 | L1L2 | 28% | 24 h | Physical presence, Access to systems |
| Repair or calibrate products, such as surgical lasers.Photonics Technicians · supplemental task | 0.6% | L1 | L1L2 | 25% | 3.0 h | Physical presence, Accountability, Access to systems |
| Assemble or adjust parts or related electrical units of prototypes to prepare for testing.Photonics Technicians · supplemental task | 0.6% | L1 | L1L1 | 16% | 2.0 h | Physical presence, Access to systems |
| Develop or use new non-destructive testing methods, such as acoustic emission testing, leak testing, and thermal or infrared testing.Non-Destructive Testing Specialists | 0.6% | L1 | L1L2 | 32% | 5.5 h | Physical presence, Accountability, Access to systems |
| Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.Nanotechnology Engineering Technologists and Technicians | 0.6% | L1 | L1L2 | 30% | 1.8 h | Physical presence, Access to systems |
| Set up or operate prototype or test apparatus, such as control consoles, collimators, recording equipment, or cables.Photonics Technicians | 0.6% | L1 | L1L1 | 18% | 1.8 h | Physical presence, Access to systems |
| Monitor inventory levels and order supplies as necessary.Photonics Technicians | 0.6% | L2 | L2L2 | 62% | 45 min | Physical presence, Access to systems |
| Identify defects in concrete or other building materials, using thermal or infrared testing.Non-Destructive Testing Specialists | 0.6% | L2 | L2L2 | 38% | 3.5 h | Physical presence, Accountability, Access to systems |
| Mix, pour, or use processing chemicals or gases according to safety standards or established operating procedures.Photonics Technicians · supplemental task | 0.6% | L0 | L0L1 | 12% | 35 min | Physical presence, Accountability, Access to systems |
| Design, build, or modify fixtures used to assemble parts.Photonics Technicians · supplemental task | 0.6% | L2 | L2L2 | 40% | 7.0 h | Physical presence, Access to systems |
| Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.6% | L1 | L1L2 | 30% | 3.0 h | Physical presence, Accountability, Access to systems |
| Prepare capability data, training materials, or other documentation for transfer of processes to production.Nanotechnology Engineering Technologists and Technicians | 0.5% | L2 | L2L2 | 62% | 6.0 h | Accountability, Access to systems |
| Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.Nanotechnology Engineering Technologists and Technicians | 0.5% | L2 | L2L2 | 42% | 6.0 h | Physical presence, Access to systems |
| Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.Nanotechnology Engineering Technologists and Technicians | 0.5% | L2 | L2L2 | 68% | 4.0 h | Access to systems |
| Lay out cutting lines for machining, using drafting tools.Photonics Technicians · supplemental task | 0.5% | L1 | L2L1 | 32% | 45 min | Physical presence, Access to systems |
| Fabricate devices, such as optoelectronic or semiconductor devices.Photonics Technicians · supplemental task | 0.5% | L1 | L1L1 | 15% | 3.5 h | Physical presence, Accountability, Access to systems |
| Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.5% | L1 | L1L1 | 22% | 1.8 h | Physical presence, Accountability, Access to systems |
| Assist nanoscientists or engineers in writing process specifications or documentation.Nanotechnology Engineering Technologists and Technicians | 0.5% | L2 | L2L2 | 65% | 3.0 h | Accountability, Access to systems |
| Assemble components of energy-efficient optical communications systems involving photonic switches, optical backplanes, or optoelectronic interfaces.Photonics Technicians · supplemental task | 0.5% | L0 | L0L1 | 10% | 3.5 h | Physical presence, Access to systems |
| Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.Nanotechnology Engineering Technologists and Technicians | 0.5% | L1 | L1L2 | 38% | 6.0 h | Physical presence, Access to systems |
| Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.5% | L2 | L2L2 | 58% | 4.0 h | Access to systems |
| Test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L1 | L1L1 | 22% | 1.1 h | Physical presence, Access to systems |
| Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.4% | L1 | L1L1 | 18% | 2.8 h | Physical presence, Access to systems |
| Inspect parts for surface defects.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L1 | L1L1 | 20% | 18 min | Physical presence, Access to systems |
| Read blueprints, schematics, diagrams, or technical orders to determine methods and sequences of assembly.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L2 | L2L2 | 65% | 1.1 h | Accountability, Access to systems |
| Modify, maintain, or repair electronics equipment or systems to ensure proper functioning.Electrical and Electronic Engineering Technologists and Technicians | 0.4% | L1 | L1L2 | 28% | 1.8 h | Physical presence, Access to systems |
| Contribute written material or data for grant or patent applications.Nanotechnology Engineering Technologists and Technicians | 0.4% | L2 | L2L2 | 58% | 3.0 h | Accountability, Access to systems |
| Prepare written documentation of electromechanical test results.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.4% | L2 | L2L2 | 65% | 1.1 h | Accountability, Access to systems |
| Install electrical or electronic parts and hardware in housings or assemblies, using soldering equipment and hand tools.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L0 | L0L1 | 6% | 1.3 h | Physical presence |
| Modify, maintain, or repair electrical, electronic, or mechanical components, equipment, or systems to ensure proper functioning.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L1 | L1L2 | 22% | 1.8 h | Physical presence, Accountability, Access to systems |
| Interpret engineering sketches, specifications, or drawings.Mechanical Engineering Technologists and Technicians | 0.4% | L2 | L2L2 | 62% | 45 min | – |
| Read blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics units, applying knowledge of electronic theory and components.Electrical and Electronic Engineering Technologists and Technicians | 0.4% | L2 | L2L2 | 65% | 52 min | – |
| Install or program computer hardware or machine or instrumentation software in microprocessor-based systems.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.4% | L2 | L2L2 | 52% | 3.5 h | Physical presence, Accountability, Access to systems |
| Set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.Electrical and Electronic Engineering Technologists and Technicians | 0.4% | L1 | L1L2 | 32% | 1.3 h | Physical presence, Access to systems |
| Analyze or estimate production costs, such as labor, equipment, and plant space.Mechanical Engineering Technologists and Technicians · supplemental task | 0.4% | L2 | L2L2 | 70% | 3.0 h | Access to systems |
| Discuss changes in design, method of manufacture and assembly, or drafting techniques and procedures with staff and coordinate corrections.Mechanical Engineering Technologists and Technicians · supplemental task | 0.4% | L2 | L2L2 | 42% | 1.3 h | Trust and care, Access to systems |
| Monitor, inspect, or test mechanical equipment.Mechanical Engineering Technologists and Technicians · supplemental task | 0.4% | L1 | L1L2 | 30% | 1.5 h | Physical presence, Accountability, Access to systems |
| Devise, fabricate, or assemble new or modified mechanical components for products such as industrial machinery or equipment, and measuring instruments.Mechanical Engineering Technologists and Technicians · supplemental task | 0.4% | L2 | L2L2 | 42% | 6.0 h | Physical presence, Accountability, Access to systems |
| Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.Mechanical Engineering Technologists and Technicians | 0.4% | L2 | L2L2 | 52% | 52 min | Physical presence, Access to systems |
| Replace defective components or parts, using hand tools and precision instruments.Electrical and Electronic Engineering Technologists and Technicians | 0.4% | L1 | L1L1 | 15% | 52 min | Physical presence, Access to systems |
| Assemble or disassemble complex mechanical systems.Mechanical Engineering Technologists and Technicians | 0.4% | L0 | L0L1 | 14% | 3.0 h | Physical presence, Accountability |
| Develop, test, or program new robots.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.4% | L2 | L2L2 | 50% | 6.0 h | Physical presence, Access to systems |
| Align, fit, or assemble component parts, using hand or power tools, fixtures, templates, or microscopes.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.3% | L0 | L0L1 | 10% | 1.1 h | Physical presence, Access to systems |
| Test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.Mechanical Engineering Technologists and Technicians | 0.3% | L1 | L1L2 | 30% | 2.8 h | Physical presence, Accountability, Access to systems |
| Design or modify engineering schematics for electrical transmission and distribution systems or for electrical installation in residential, commercial, or industrial buildings, using computer-aided design (CAD) software.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 58% | 3.5 h | Accountability, Access to systems |
| Fabricate or assemble mechanical, electrical, or electronic components or assemblies.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.3% | L1 | L1L1 | 18% | 2.0 h | Physical presence, Access to systems |
| Assist engineers to implement electromechanical designs in industrial or other settings.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 35% | 6.0 h | Physical presence, Accountability, Access to systems |
| Consult with machinists to ensure that electromechanical equipment or systems meet design specifications.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 40% | 1.5 h | Physical presence, Trust and care, Access to systems |
| Repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.3% | L1 | L1L1 | 16% | 2.0 h | Physical presence, Accountability, Access to systems |
| Calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 70% | 4.0 h | Access to systems |
| Participate in the development or testing of electrical aspects of new green technologies, such as lighting, optical data storage devices, and energy efficient televisions.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 35% | 6.0 h | Physical presence, Access to systems |
| Construct and evaluate electrical components for consumer electronics applications such as fuel cells for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 35% | 22 h | Physical presence, Access to systems |
| Review, develop, or prepare maintenance standards.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 62% | 4.0 h | Accountability, Access to systems |
| Conduct statistical studies to analyze or compare production costs for sustainable or nonsustainable designs.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L3 | 72% | 5.0 h | Access to systems |
| Identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 40% | 3.0 h | Physical presence, Accountability, Access to systems |
| Verify part dimensions or clearances to ensure conformance to specifications, using precision measuring instruments.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.3% | L1 | L1L2 | 28% | 30 min | Physical presence, Accountability, Access to systems |
| Assemble electrical systems or prototypes, using hand tools or measuring instruments.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L1 | L1L1 | 12% | 3.0 h | Physical presence, Accountability, Access to systems |
| Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and test nature of technical problems such as redesign.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 62% | 1.8 h | Access to systems |
| Assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L1 | L1L2 | 25% | 1.8 h | Physical presence, Access to systems |
| Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.3% | L0 | L0L1 | 12% | 45 min | Physical presence, Access to systems |
| 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.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 60% | 3.5 h | Access to systems |
| Monitor and adjust production processes or equipment for quality and productivity.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 45% | 1.5 h | Physical presence, Access to systems |
| Oversee equipment start-up, characterization, qualification, or release.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 40% | 5.5 h | Physical presence, Accountability, Access to systems |
| Oversee or inspect production processes.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 32% | 2.5 h | Physical presence, Accountability, Access to systems |
| Select cleaning materials, tools, or equipment.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 60% | 1.8 h | Access to systems |
| Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L3 | 75% | 2.5 h | Accountability, Access to systems |
| Recommend corrective or preventive actions to assure or improve product quality or reliability.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 60% | 3.0 h | Access to systems |
| 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.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 45% | 24 h | Physical presence, Access to systems |
| Select material quantities or processing methods needed to achieve efficient production.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 60% | 2.3 h | Access to systems |
| Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L1 | 15% | 3.0 h | Physical presence, Accountability, Access to systems |
| Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 55% | 4.0 h | Physical presence, Access to systems |
| Provide advice or training to other technicians.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 50% | 1.0 h | Physical presence, Trust and care |
| Develop production, inventory, or quality assurance programs.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 62% | 8.0 h | Access to systems |
| Develop or implement programs to address problems related to production, materials, safety, or quality.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 52% | 6.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Design plant layouts or production facilities.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 58% | 12 h | Physical presence, Accountability, Access to systems |
| Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 60% | 1.8 h | Accountability, Access to systems |
| Coordinate equipment purchases, installations, or transfers.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 55% | 6.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 72% | 8.0 h | Access to systems |
| Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L1 | 12% | 38 min | Physical presence, Accountability, Access to systems |
| Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 38% | 6.0 h | Physical presence, Access to systems |
| Analyze, estimate, or report production costs.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 68% | 3.0 h | Access to systems |
| Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 40% | 1.3 h | Physical presence, Accountability, Access to systems |
| Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.Industrial Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 40% | 24 h | Physical presence, Accountability, Access to systems |
| Draft detail drawing or sketch for drafting room completion or to request parts fabrication by machine, sheet or wood shops.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 62% | 1.8 h | Access to systems |
| Set up prototype and test apparatus and operate test controlling equipment to observe and record prototype test results.Mechanical Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L1 | 22% | 3.0 h | Physical presence, Access to systems |
| Prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 55% | 4.0 h | Accountability, Access to systems |
| Maintain system logs or manuals to document testing or operation of equipment.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 68% | 52 min | Accountability, Access to systems |
| Install or maintain electrical control systems, industrial automation systems, or electrical equipment, including control circuits, variable speed drives, or programmable logic controllers.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 28% | 3.5 h | Physical presence, Accountability, Access to systems |
| Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 65% | 3.0 h | Accountability |
| Select electronics equipment, components, or systems to meet functional specifications.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 62% | 2.5 h | Accountability, Access to systems |
| Operate, test, or maintain robotic equipment used for green production applications, such as waste-to-energy conversion systems, minimization of material waste, or replacement of human operators in dangerous work environments.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.3% | L1 | L1L2 | 30% | 3.0 h | Physical presence, Accountability, Access to systems |
| Educate equipment operators on the proper use of equipment.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 40% | 1.3 h | Physical presence, Accountability, Trust and care, Access to systems |
| Select electromechanical equipment, materials, components, or systems to meet functional specifications.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.3% | L2 | L2L2 | 65% | 2.5 h | Accountability, Access to systems |
| Read dials and meters to determine amperage, voltage, electrical output and input at specific operating temperature to analyze parts performance.Mechanical Engineering Technologists and Technicians | 0.3% | L1 | L1L1 | 22% | 38 min | Physical presence, Access to systems |
| Interpret test information to resolve design-related problems.Electrical and Electronic Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 58% | 2.0 h | Access to systems |
| Prepare parts sketches and write work orders and purchase requests to be furnished by outside contractors.Mechanical Engineering Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 62% | 1.5 h | Access to systems |
| Record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 65% | 1.8 h | Physical presence, Access to systems |
| Verify that equipment is being operated and maintained according to quality assurance standards by observing worker performance.Industrial Engineering Technologists and Technicians | 0.3% | L1 | L1L2 | 30% | 1.5 h | Physical presence, Trust and care, Access to systems |
| Produce electrical, electronic, or mechanical drawings or other related documents or graphics necessary for electromechanical design, using computer-aided design (CAD) software.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.3% | L2 | L2L2 | 65% | 3.0 h | Accountability, Access to systems |
| Prepare equipment inspection schedules, reliability schedules, work plans, or other records.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 68% | 2.5 h | Accountability, Access to systems |
| Conduct failure analyses, document results, and recommend corrective actions.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 50% | 7.0 h | Physical presence, Accountability, Access to systems |
| Compile and evaluate statistical data to determine and maintain quality and reliability of products.Industrial Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 68% | 3.0 h | Accountability, Access to systems |
| Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.Industrial Engineering Technologists and Technicians | 0.3% | L3 | L3L3 | 82% | 50 min | Access to systems |
| Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.Mechanical Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 52% | 2.5 h | Physical presence, Access to systems |
| Compile and maintain records documenting engineering schematics, installed equipment, installation or operational problems, resources used, repairs, or corrective action performed.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 62% | 1.5 h | Physical presence, Accountability, Access to systems |
| Study time, motion, methods, or speed involved in maintenance, production, or other operations to establish standard production rate or improve efficiency.Industrial Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 50% | 6.0 h | Physical presence, Trust and care, Access to systems |
| Supervise the installation or operation of electronic equipment or systems.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L1 | L1L2 | 30% | 3.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Develop or implement programs related to the environmental impact of engineering activities.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.3% | L2 | L2L2 | 55% | 6.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Integrate software or hardware components, using computer, microprocessor, or control architecture.Electrical and Electronic Engineering Technologists and Technicians | 0.3% | L2 | L2L2 | 50% | 4.0 h | Physical presence, Access to systems |
| Calculate design specifications or cost, material, and resource estimates, and prepare project schedules and budgets.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 68% | 4.0 h | Accountability, Access to systems |
| Assist engineers to design, develop, test, or manufacture industrial machinery, consumer products, or other equipment.Mechanical Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 48% | 4.0 h | Physical presence, Access to systems |
| Select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L1 | L1L2 | 28% | 1.5 h | Physical presence, Access to systems |
| Establish and maintain inventory, records, or documentation systems.Electro-Mechanical and Mechatronics Technologists and Technicians | 0.2% | L2 | L2L2 | 62% | 1.8 h | Physical presence, Access to systems |
| Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.Industrial Engineering Technologists and Technicians | 0.2% | L1 | L1L2 | 30% | 1.0 h | Physical presence, Access to systems |
| Design molds, tools, dies, jigs, or fixtures for use in manufacturing processes.Mechanical Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 50% | 6.0 h | Accountability, Access to systems |
| Evaluate tool drawing designs by measuring drawing dimensions and comparing with original specifications for form and function using engineering skills.Mechanical Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 58% | 1.5 h | Access to systems |
| Prepare layouts of machinery, tools, plants, or equipment.Mechanical Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 60% | 3.5 h | Access to systems |
| Procure parts and maintain inventory and related documentation.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 62% | 1.3 h | Physical presence, Access to systems |
| Analyze engineering designs of logic or digital circuitry, motor controls, instrumentation, or data acquisition for implementation into new or existing automated, servomechanical, or other electromechanical systems.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 58% | 3.5 h | Accountability, Access to systems |
| Review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.Mechanical Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 60% | 3.0 h | Accountability, Access to systems |
| Specify, coordinate, or conduct quality-control or quality-assurance programs and procedures.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 48% | 4.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 68% | 4.0 h | Accountability, Access to systems |
| Set up and conduct tests of complete units and components under operational conditions to investigate proposals for improving equipment performance.Mechanical Engineering Technologists and Technicians | 0.2% | L1 | L1L2 | 30% | 6.0 h | Physical presence, Access to systems |
| Determine whether selected electromechanical components comply with environmental standards and regulations.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 60% | 3.0 h | Physical presence, Accountability, Access to systems |
| Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.Nanotechnology Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 60% | 8.0 h | Access to systems |
| Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.Industrial Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 60% | 2.0 h | Access to systems |
| Estimate cost factors including labor and material for purchased and fabricated parts and costs for assembly, testing, or installing.Mechanical Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 68% | 3.5 h | Access to systems |
| Modify electrical prototypes, parts, assemblies, or systems to correct functional deviations.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L1 | L1L2 | 25% | 2.5 h | Physical presence, Access to systems |
| Specify, coordinate, or conduct quality control or quality assurance programs or procedures.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 55% | 3.5 h | Physical presence, Accountability, Access to systems |
| Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L1 | L1L2 | 25% | 2.5 h | Physical presence |
| Research equipment or component needs, sources, competitive prices, delivery times, or ongoing operational costs.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L3L2 | 78% | 2.0 h | Access to systems |
| Design specialized or customized equipment, machines, or structures.Mechanical Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 52% | 6.0 h | Accountability, Access to systems |
| Analyze energy requirements and distribution systems to maximize the use of intermittent or inflexible renewable energy sources, such as wind or nuclear.Mechanical Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 60% | 7.0 h | Accountability, Access to systems |
| Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 70% | 8.0 h | Access to systems |
| Assist mechanical engineers in product testing through activities such as setting up instrumentation for automobile crash tests.Mechanical Engineering Technologists and Technicians · supplemental task | 0.2% | L1 | L1L2 | 25% | 4.0 h | Physical presence, Access to systems |
| Translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 60% | 2.5 h | Access to systems |
| Train others to install, use, or maintain robots.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L1 | L1L2 | 40% | 4.0 h | Physical presence, Trust and care |
| Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.Mechanical Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L3 | 72% | 6.0 h | Access to systems |
| Provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 58% | 3.5 h | Physical presence, Accountability, Trust and care, Access to systems |
| Produce electronics drawings or other graphics representing industrial control, instrumentation, sensors, or analog or digital telecommunications networks, using computer-aided design (CAD) software.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L2 | L2L2 | 58% | 3.5 h | Accountability, Access to systems |
| Evaluate industrial operations for compliance with permits or regulations related to the generation, storage, treatment, transportation, or disposal of hazardous materials or waste.Industrial Engineering Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 52% | 6.0 h | Physical presence, Accountability, Trust and care, Access to systems |
| Participate in training or continuing education activities to stay abreast of engineering or industry advances.Electrical and Electronic Engineering Technologists and Technicians | 0.2% | L1 | L1L2 | 45% | 3.5 h | Accountability, Access to systems |
| Identify energy-conserving production or fabrication methods, such as by bending metal rather than cutting and welding or casting metal.Electro-Mechanical and Mechatronics Technologists and Technicians · supplemental task | 0.2% | L2 | L2L2 | 60% | 3.0 h | Access to systems |
Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.
Against other measures
Exposure is not delegation
| Measure | Value | Percentile | Pct |
|---|---|---|---|
| ADI (this index) | 44.8% | 53 | |
| Eloundou et al. (2024), GPT exposure β | 0.353 | 54 | |
| Felten et al. (2021), AI occupational exposure | 0.189 | 57 | |
| Webb (2020), AI patent exposure | 91 | 90 | |
| Eisfeldt et al. (2026), generative AI exposure | 0.208 | 57 | |
| Anthropic Economic Index, observed use | 0.012 | 43 |
Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.
Same sub-major group (31)
Neighbouring occupations
| Occupation | ADI | % |
|---|---|---|
| Process control technicians not elsewhere classified 3139 | 91.1 | |
| Draughtspersons 3118 | 82.3 | |
| Mining supervisors 3121 | 71.6 | |
| Construction supervisors 3123 | 71.6 | |
| Chemical and physical science technicians 3111 | 69.7 | |
| Electronics engineering technicians 3114 | 60.2 | |
| Civil engineering technicians 3112 | 57.6 | |
| Manufacturing supervisors 3122 | 56.5 | |
| Air traffic safety electronics technicians 3155 | 54.7 | |
| Mining and metallurgical technicians 3117 | 51.5 | |
| Physical and engineering science technicians not elsewhere classified 3119 | 51.1 | |
| Mechanical engineering technicians 3115 | 50.0 |
Dashed line: chemical engineering technicians (44.8%).
Cite this record
Text
Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Chemical engineering technicians (ISCO-08 3116), https://balamlabs.org/adi/occupations/3116
BibTeX
@misc{espinal2026adidata,
title = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
author = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
year = {2026},
publisher = {Zenodo},
version = {v2026.1},
doi = {10.5281/zenodo.23552918},
url = {https://doi.org/10.5281/zenodo.23552918},
note = {Record: Chemical engineering technicians (ISCO-08 3116)}
}Machine-readable
The same record as static JSON, with its citation: /adi/v2026.1/isco/3116.json.