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Balam Labs
ISCO-08 8160

Food and related products machine operators

8.8%
ADI · 369th of 433 · 95% interval 3.4–14.6

An AI agent can at least partly carry out 8.8% of the task time of food and related products machine operators, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full8.8%

369th of 433 · interval 3.4–14.6

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time16.7%

343rd of 433 · interval 13.5–20.0

Evidence105

task statements rated by two models and weighted by importance and frequency. World employment: 5.1 million.

Task weight by level

How the tasks rate

58%
33%
9%
L0No meaningful role · 57.7%L1Augmentation · 33.5%L2Partial delegation · 8.8%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence96%
Accountability22%
Trust and care2%
Access to systems78%

Share of task weight flagged by each barrier; a task can carry several.

105 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Record temperatures, amounts of materials processed, or test results on report forms.Cooling and Freezing Equipment Operators and Tenders1.6%L2L2L258%18 minPhysical presence, Accountability, Access to systems
Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.Cooling and Freezing Equipment Operators and Tenders1.5%L1L1L235%4.3 hPhysical presence, Accountability, Access to systems
Measure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.5%L0L0L18%25 minPhysical presence, Access to systems
Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.Food Cooking Machine Operators and Tenders1.5%L1L1L235%25 minPhysical presence, Accountability, Access to systems
Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.Food Cooking Machine Operators and Tenders1.4%L1L1L118%4.5 hPhysical presence, Accountability, Access to systems
Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.Cooling and Freezing Equipment Operators and Tenders1.4%L1L1L125%15 minPhysical presence, Access to systems
Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.Food Cooking Machine Operators and Tenders1.4%L2L2L372%8 minPhysical presence, Access to systems
Take product samples during or after processing for laboratory analyses.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.4%L0L0L05%11 minPhysical presence, Access to systems
Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses.Food Cooking Machine Operators and Tenders1.4%L0L0L04%38 minPhysical presence, Accountability, Access to systems
Observe, feel, taste, or otherwise examine products during and after processing to ensure conformance to standards.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.4%L1L1L118%12 minPhysical presence, Accountability, Access to systems
Measure or weigh ingredients, using scales or measuring containers.Food Cooking Machine Operators and Tenders1.4%L0L0L05%8 minPhysical presence, Access to systems
Adjust machine or freezer speed and air intake to obtain desired consistency and amount of product.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.4%L1L1L120%15 minPhysical presence, Access to systems
Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed.Food Cooking Machine Operators and Tenders · supplemental task1.4%L0L1L010%15 minPhysical presence, Access to systems
Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.4%L0L0L110%12 minPhysical presence, Access to systems
Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products.Food Cooking Machine Operators and Tenders · supplemental task1.3%L0L0L04%2.4 hPhysical presence, Accountability, Access to systems
Show the other 90 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Load and position wrapping paper, sticks, bags, or cartons into dispensing machines.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.3%L0L0L04%12 minPhysical presence
Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.Food Cooking Machine Operators and Tenders1.3%L1L1L238%12 minPhysical presence, Accountability, Access to systems
Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity.Food Cooking Machine Operators and Tenders1.3%L1L1L112%12 minPhysical presence, Accountability, Access to systems
Set temperature, pressure, and time controls, and start conveyers, machines, or pumps.Food Cooking Machine Operators and Tenders1.3%L1L1L225%10 minPhysical presence, Accountability, Access to systems
Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.3%L2L2L250%12 minPhysical presence, Accountability, Access to systems
Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist.Food Cooking Machine Operators and Tenders1.3%L0L0L03%12 minPhysical presence
Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.3%L1L1L130%22 minPhysical presence, Access to systems
Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.Cooling and Freezing Equipment Operators and Tenders1.3%L1L1L115%15 minPhysical presence, Accountability, Access to systems
Place products on conveyors or carts, and monitor product flow.Food Cooking Machine Operators and Tenders · supplemental task1.3%L0L0L08%18 minPhysical presence, Access to systems
Observe flow of materials and listen for machine malfunctions, such as jamming or spillage, and notify supervisors if corrective actions fail.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.3%L1L1L118%4.1 hPhysical presence, Access to systems
Start agitators to blend contents, or start beater, scraper, and expeller blades to mix contents with air and prevent sticking.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.3%L1L1L115%4 minPhysical presence, Access to systems
Admit required amounts of water, steam, cooking oils, or compressed air into equipment, such as by opening water valves to cool mixtures to the desired consistency.Food Cooking Machine Operators and Tenders1.3%L0L1L012%5 minPhysical presence, Access to systems
Test products for moisture content, using moisture meters.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.3%L0L0L110%10 minPhysical presence, Access to systems
Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.2%L1L1L115%15 minPhysical presence, Accountability, Access to systems
Turn valves or start pumps to add ingredients or drain products from equipment and to transfer products for storage, cooling, or further processing.Food Cooking Machine Operators and Tenders1.2%L0L1L08%18 minPhysical presence, Accountability, Access to systems
Remove cooked material or products from equipment.Food Cooking Machine Operators and Tenders1.2%L0L0L03%6 minPhysical presence
Weigh or measure products, using scale hoppers or scale conveyors.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.2%L0L1L010%8 minPhysical presence, Access to systems
Operate or tend equipment that roasts, bakes, dries, or cures food items such as cocoa and coffee beans, grains, nuts, and bakery products.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.2%L1L1L118%4.2 hPhysical presence, Access to systems
Set temperature and time controls, light ovens, burners, driers, or roasters, and start equipment, such as conveyors, cylinders, blowers, driers, or pumps.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.2%L1L1L225%15 minPhysical presence, Accountability, Access to systems
Clear or dislodge blockages in bins, screens, or other equipment, using poles, brushes, or mallets.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.2%L0L0L02%12 minPhysical presence, Access to systems
Signal coworkers to synchronize flow of materials.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.2%L0L0L112%4 minPhysical presence, Trust and care, Access to systems
Open valves, gates, or chutes or use shovels to load or remove products from ovens or other equipment.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.2%L0L0L04%12 minPhysical presence, Access to systems
Fill or remove product from trays, carts, hoppers, or equipment, using scoops, peels, or shovels, or by hand.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.1%L0L0L01%12 minPhysical presence
Inspect and flush lines with solutions or steam, and spray equipment with sterilizing solutions.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.1%L0L0L06%52 minPhysical presence, Accountability, Access to systems
Notify or signal other workers to operate equipment or when processing is complete.Food Cooking Machine Operators and Tenders1.1%L1L1L238%2 minPhysical presence, Access to systems
Push racks or carts to transfer products to storage, cooling stations, or the next stage of processing.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.1%L0L0L02%8 minPhysical presence, Access to systems
Smooth out products in bins, pans, trays, or conveyors, using rakes or shovels.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.1%L0L0L01%6 minPhysical presence, Access to systems
Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.Food Cooking Machine Operators and Tenders1.1%L1L1L228%5 minPhysical presence, Accountability, Access to systems
Place or position containers into equipment, and remove containers after completion of cooling or freezing processes.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.1%L0L0L04%15 minPhysical presence, Access to systems
Scrape, dislodge, or break excess frost, ice, or frozen product from equipment to prevent accumulation, using hands and hand tools.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.1%L0L0L02%30 minPhysical presence, Access to systems
Stir material with spoons or paddles to mix ingredients or allow even cooling and prevent coagulation.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.1%L0L0L02%20 minPhysical presence, Access to systems
Read work orders to determine quantities and types of products to be baked, dried, or roasted.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders1.1%L2L2L372%8 minAccess to systems
Activate mechanical rakes to regulate flow of ice from storage bins to vats.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.0%L0L1L010%10 minPhysical presence, Accountability, Access to systems
Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.Cooling and Freezing Equipment Operators and Tenders1.0%L1L1L115%20 minPhysical presence, Access to systems
Start conveyors to move roasted grain to cooling pans and agitate grain with rakes as blowers force air through perforated bottoms of pans.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task1.0%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Insert forming fixtures, and start machines that cut frozen products into measured portions or specified shapes.Cooling and Freezing Equipment Operators and Tenders · supplemental task1.0%L0L0L16%18 minPhysical presence, Access to systems
Assemble equipment, and attach pipes, fittings, or valves, using hand tools.Cooling and Freezing Equipment Operators and Tenders1.0%L0L0L04%1.3 hPhysical presence, Accountability, Access to systems
Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.Food Batchmakers1.0%L2L2L250%20 minPhysical presence, Accountability, Access to systems
Manipulate products, by hand or using machines, to separate, spread, knead, spin, cast, cut, pull, or roll products.Food Batchmakers · supplemental task1.0%L0L0L04%40 minPhysical presence
Clean equipment with steam, hot water, and hoses.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task0.9%L0L0L16%45 minPhysical presence, Accountability, Access to systems
Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.Food Batchmakers0.9%L0L0L110%2.5 hPhysical presence, Accountability, Access to systems
Fill processing or cooking containers, such as kettles, rotating cookers, pressure cookers, or vats, with ingredients, by opening valves, by starting pumps or injectors, or by hand.Food Batchmakers · supplemental task0.9%L0L1L08%18 minPhysical presence, Accountability, Access to systems
Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.Food Batchmakers0.9%L0L0L110%45 minPhysical presence, Accountability, Access to systems
Give directions to other workers who are assisting in the batchmaking process.Food Batchmakers0.9%L1L1L228%18 minPhysical presence, Trust and care, Access to systems
Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.Food Batchmakers0.9%L0L0L115%1.8 hPhysical presence, Accountability, Access to systems
Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.Food Batchmakers · supplemental task0.9%L1L1L115%30 minPhysical presence, Accountability, Access to systems
Select and measure or weigh ingredients, using English or metric measures and balance scales.Food Batchmakers0.9%L0L0L18%15 minPhysical presence
Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.Food Batchmakers0.9%L1L1L125%8 minPhysical presence, Access to systems
Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.Food Batchmakers0.9%L0L0L08%8 minPhysical presence, Accountability, Access to systems
Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors.Food Batchmakers0.9%L0L1L010%22 minPhysical presence, Access to systems
Cool food product batches on slabs or in water-cooled kettles.Food Batchmakers · supplemental task0.9%L0L0L04%45 minPhysical presence, Accountability, Access to systems
Place products on carts or conveyors to transfer them to the next stage of processing.Food Batchmakers · supplemental task0.9%L0L0L02%16 minPhysical presence, Access to systems
Grade food products according to government regulations or according to type, color, bouquet, and moisture content.Food Batchmakers · supplemental task0.9%L1L1L115%25 minPhysical presence, Accountability, Access to systems
Determine mixing sequences, based on knowledge of temperature effects and of the solubility of specific ingredients.Food Batchmakers0.9%L2L2L262%38 minAccountability, Access to systems
Operate refining machines to reduce the particle size of cooked batches.Food Batchmakers · supplemental task0.9%L0L0L08%52 minPhysical presence, Accountability, Access to systems
Inspect vats after cleaning to ensure that fermentable residue has been removed.Food Batchmakers · supplemental task0.9%L0L0L114%15 minPhysical presence, Accountability, Access to systems
Homogenize or pasteurize material to prevent separation or to obtain prescribed butterfat content, using a homogenizing device.Food Batchmakers · supplemental task0.9%L0L0L18%38 minPhysical presence, Accountability, Access to systems
Examine, feel, and taste product samples during production to evaluate quality, color, texture, flavor, and bouquet, and document the results.Food Batchmakers0.9%L1L1L120%12 minPhysical presence
Turn valve controls to start equipment and to adjust operation to maintain product quality.Food Batchmakers0.8%L0L0L05%15 minPhysical presence, Accountability, Access to systems
Clean and sterilize vats and factory processing areas.Food Batchmakers0.8%L0L0L04%1.3 hPhysical presence, Accountability, Access to systems
Modify cooking and forming operations based on the results of sampling processes, adjusting time cycles and ingredients to achieve desired qualities, such as firmness or texture.Food Batchmakers0.8%L1L1L225%25 minPhysical presence, Accountability, Access to systems
Inspect and pack the final product.Food Batchmakers · supplemental task0.8%L0L0L18%30 minPhysical presence, Accountability, Access to systems
Install equipment, such as spray units, cutting blades, or screens, using hand tools.Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · supplemental task0.8%L0L0L19%38 minPhysical presence, Access to systems
Formulate or modify recipes for specific kinds of food products.Food Batchmakers · supplemental task0.7%L2L2L255%3.5 hPhysical presence, Accountability, Access to systems
Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L2L2L250%15 minPhysical presence, Access to systems
Monitor machine operations and observe lights and gauges to detect malfunctions.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L1L1L235%4.1 hPhysical presence, Access to systems
Press control buttons to activate machinery and equipment.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L0L0L02%1 minPhysical presence, Access to systems
Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L1L1L115%10 minPhysical presence, Accountability, Access to systems
Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L1L1L120%25 minPhysical presence, Access to systems
Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L0L0L110%10 minPhysical presence, Access to systems
Activate machines to shape or form products, such as candy bars, light bulbs, balloons, or insulation panels.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.5%L0L0L110%25 minPhysical presence, Access to systems
Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L2L2L262%20 minAccountability, Access to systems
Clear jams, and remove defective or substandard materials or products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.5%L0L0L16%12 minPhysical presence, Accountability, Access to systems
Send product samples to laboratories for analysis.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L1L1L232%30 minPhysical presence, Access to systems
Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L112%1.0 hPhysical presence, Access to systems
Synchronize speeds of sections of machines when producing products involving several steps or processes.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L1L1L118%25 minPhysical presence, Access to systems
Remove materials or products from molds or from extruding, forming, pressing, or compacting machines, and stack or store them for additional processing.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%6 minPhysical presence, Access to systems
Notify supervisors when extruded filaments fail to meet standards.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L1L1L350%8 minPhysical presence, Access to systems
Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L0L0L02%18 minPhysical presence, Access to systems
Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%30 minPhysical presence, Access to systems
Complete work tickets, and place them with products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L1L1L235%8 minPhysical presence, Access to systems
Swab molds with solutions to prevent products from sticking.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L02%5 minPhysical presence, Access to systems
Feed products into machines by hand or conveyor.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%12 minPhysical presence, Access to systems
Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L0L0L04%18 minPhysical presence, Access to systems
Pour, scoop, or dump specified ingredients, metal assemblies, or mixtures into sections of machine prior to starting machines.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%12 minPhysical presence, Access to systems
Measure arbors and dies to verify sizes specified on work tickets.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L05%12 minPhysical presence, Access to systems
Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L1L1L112%1.3 hPhysical presence, Accountability, Access to systems
Remove molds, mold components, and feeder tubes from machinery after production is complete.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%52 minPhysical presence, Accountability, Access to systems
Install, align, and adjust neck rings, press plungers, and feeder tubes.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.2%L0L0L19%45 minPhysical presence, 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

MeasureValuePercentilePct
ADI (this index)8.8%15
Eloundou et al. (2024), GPT exposure β0.08716
Felten et al. (2021), AI occupational exposure-0.6834
Webb (2020), AI patent exposure53.12144
Eisfeldt et al. (2026), generative AI exposure0.06127
Anthropic Economic Index, observed use016

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 (81)

Neighbouring occupations

Dashed line: food and related products machine operators (8.8%).

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: Food and related products machine operators (ISCO-08 8160), https://balamlabs.org/adi/occupations/8160

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: Food and related products machine operators (ISCO-08 8160)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/8160.json.