Read work orders or other instructions to determine product specifications or materials requirements.

Read work orders or other instructions to determine product specifications or materials requirements. is a detailed work activity in O*NET — a concrete unit of work shared across 38 occupations and seen in 38 occupation-specific tasks. It rolls up into the broader work activity Read documents or materials to inform work processes. in Getting Information .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 38 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 30 (79%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 3 of these tasks, with a mean mapped-usage share of 0.002% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Read prescriptions or specifications and examine models or impressions to determine the design of dental products to be constructed. · Dental Laboratory Technicians · importance 4.9 · exposure with tools
• Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements. · Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic · importance 4.7 · exposure with tools
• Examine job orders to determine quantities to be printed, stock specifications, colors, or special printing instructions. · Printing Press Operators · importance 4.6 · no direct exposure
• Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications. · Food Cooking Machine Operators and Tenders · importance 4.6 · direct LLM exposure
• Read work orders to determine production specifications or information. · Mixing and Blending Machine Setters, Operators, and Tenders · importance 4.6 · direct LLM exposure
• Examine prescriptions, work orders, or broken or used eyeglasses to determine specifications for lenses, contact lenses, or other optical elements. · Ophthalmic Laboratory Technicians · importance 4.6 · exposure with tools
• Read and interpret schematic drawings, diagrams, blueprints, specifications, work orders, or reports to determine materials requirements or assembly instructions. · Electrical and Electronic Equipment Assemblers · importance 4.5 · exposure with tools
• Study blueprints, drawings, and sketches to determine material dimensions, required equipment, and operations sequences. · Model Makers, Metal and Plastic · importance 4.5 · exposure with tools
• Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances. · Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic · importance 4.5 · no direct exposure
• Read plant specifications to determine products, ingredients, or prescribed modifications of plant procedures. · Chemical Equipment Operators and Tenders · importance 4.5 · direct LLM exposure
• Review work orders and blueprints to ensure work is performed according to specifications. · Team Assemblers · importance 4.4 · exposure with tools
• Read prescriptions or specifications to determine the type of product or device to be fabricated and the materials and tools required. · Medical Appliance Technicians · importance 4.4 · direct LLM exposure
• Study engineering drawings and blueprints to determine materials requirements and task sequences. · Structural Metal Fabricators and Fitters · importance 4.4 · exposure with tools
• Establish the specifications of articles to be constructed or repaired, or plan the methods or operations for shaping or assembling parts, based on blueprints, drawings, diagrams, or oral or written instructions. · Cabinetmakers and Bench Carpenters · importance 4.4 · exposure with tools
• Review work orders and specifications to determine materials needed and types of parts to be processed. · Coil Winders, Tapers, and Finishers · importance 4.4 · direct LLM exposure
• 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 Tenders · importance 4.4 · no direct exposure
• Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences. · Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic · importance 4.4 · exposure with tools
• Read work orders, and apply knowledge and experience with materials to determine types and amounts of materials required to cover workpieces. · Upholsterers · importance 4.3 · direct LLM exposure
• Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures. · Rolling Machine Setters, Operators, and Tenders, Metal and Plastic · importance 4.3 · exposure with tools
• Read work orders and communicate with coworkers to determine machine and equipment settings and adjustments and supply and product specifications. · Adhesive Bonding Machine Operators and Tenders · importance 4.3 · no direct exposure
• Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used. · Shoe Machine Operators and Tenders · importance 4.3 · direct LLM exposure
• Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences. · Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic · importance 4.3 · exposure with tools
• Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations. · Semiconductor Processing Technicians · importance 4.3 · direct LLM exposure
• Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required. · Inspectors, Testers, Sorters, Samplers, and Weighers · importance 4.3 · direct LLM exposure
• Study blueprints, layouts or charts, and job orders for information on specifications and tooling instructions, and to determine material requirements and operational sequences. · Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic · importance 4.3 · exposure with tools
• Read work orders to determine dimensions, cutting locations, and quantities to cut. · Cutters and Trimmers, Hand · importance 4.3 · no direct exposure
• Read blueprints, work orders, or production schedules to determine product or job instructions or specifications. · Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders · importance 4.2 · exposure with tools
• Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations. · Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic · importance 4.2 · exposure with tools
• Read logsheets to determine product demand and disposition, or to detect malfunctions. · Gas Plant Operators · importance 4.2 · direct LLM exposure
• Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules. · Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · importance 4.2 · direct LLM exposure
• Read work orders to determine required processes, techniques, materials, or equipment. · Photographic Process Workers and Processing Machine Operators · importance 4.1 · direct LLM exposure
• Read work orders or examine parts to determine parts or sections of products to be produced. · Molders, Shapers, and Casters, Except Metal and Plastic · importance 4.1 · no direct exposure
• 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 Tenders · importance 4.0 · no direct exposure
• Examine blueprints, drawings, work orders, or patterns to determine equipment set-up or selection details, procedures to be used, or dimensions of final products. · Sawing Machine Setters, Operators, and Tenders, Wood · importance 4.0 · exposure with tools
• Follow blueprints to produce specific designs. · Furniture Finishers · importance 4.0 · exposure with tools
• Read prescriptions or specifications, and take measurements to establish the type of product to be made, using calipers, tape measures, or rules. · Shoe and Leather Workers and Repairers · importance 3.9 · no direct exposure
• Examine tags on garments to determine alterations that are needed. · Tailors, Dressmakers, and Custom Sewers · importance 3.9 · exposure with tools
• Read work orders to determine production specifications and information. · Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · importance 3.5 · direct LLM exposure

Occupations that perform this

• Dental Laboratory Technicians
• Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
• Printing Press Operators
• Food Cooking Machine Operators and Tenders
• Mixing and Blending Machine Setters, Operators, and Tenders
• Ophthalmic Laboratory Technicians
• Electrical and Electronic Equipment Assemblers
• Model Makers, Metal and Plastic
• Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
• Chemical Equipment Operators and Tenders
• Team Assemblers
• Medical Appliance Technicians
• Structural Metal Fabricators and Fitters
• Coil Winders, Tapers, and Finishers
• Cabinetmakers and Bench Carpenters
• Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
• Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
• Upholsterers
• Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
• Shoe Machine Operators and Tenders
• Adhesive Bonding Machine Operators and Tenders
• Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
• Semiconductor Processing Technicians
• Inspectors, Testers, Sorters, Samplers, and Weighers
• Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
• Cutters and Trimmers, Hand
• Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
• Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
• Gas Plant Operators
• Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
• Photographic Process Workers and Processing Machine Operators
• Molders, Shapers, and Casters, Except Metal and Plastic
• Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
• Sawing Machine Setters, Operators, and Tenders, Wood
• Furniture Finishers
• Shoe and Leather Workers and Repairers
• Tailors, Dressmakers, and Custom Sewers
• Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-read-work-orders-or-other-instructions-to-determine-product-specifications-or-materials-requirements,
  title  = {Read work orders or other instructions to determine product specifications or materials requirements.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/read-work-orders-or-other-instructions-to-determine-product-specifications-or-materials-requirements}
}