प्लंबर
निर्माण, रखरखाव और मरम्मतAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: '26.08
मध्यम· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्चव्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
- डेटा स्रोत: Anthropicप्रकाशन: '26.03
0.012
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: '25
0.18
0.09यहाँ दिए गए मानों की सीमा0.70व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 90% इस मान के बराबर या उससे अधिक हैं।
यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है
BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।
Task-level exposure
केवल एक्सपोज़र वाले कार्य| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare cost estimates for clients.47-2152 | 0.016831.7 | —0 |
Maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.47-2152 | 0.011321.3 | —0 |
Plan pipe system layout, installation, or repair, according to specifications.47-2152 | 0.007914.9 | 0.003727.2 |
Review blueprints, building codes, or specifications to determine work details or procedures.47-2152 | 0.005310.0 | 0.009972.8 |
Calculate costs or savings for water- or energy-efficient appliances or systems.47-2152 | 0.00397.4 | —0 |
Install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.47-2152 | 0.00305.7 | —0 |
Compile information on governmental incentive programs related to the installation of energy or water saving plumbing systems or devices.47-2152 | 0.00244.5 | —0 |
Inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions such as electrical wiring.47-2152 | 0.00244.5 | —0 |
| Not observed on any surface — 35 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders. | —0 | —0 |
Assemble or secure pipes, tubes, fittings, or related equipment, according to specifications, by welding, brazing, cementing, soldering, or threading joints. | —0 | —0 |
Attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment. | —0 | —0 |
Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods. | —0 | —0 |
Measure and mark pipes for cutting or threading. | —0 | —0 |
Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications. | —0 | —0 |
Cut or bore holes in structures, such as bulkheads, decks, walls, or mains, prior to pipe installation, using hand or power tools. | —0 | —0 |
Remove and replace worn components. | —0 | —0 |
Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints. | —0 | —0 |
Modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools. | —0 | —0 |
Install automatic controls to regulate pipe systems. | —0 | —0 |
Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches. | —0 | —0 |
Operate motorized pumps to remove water from flooded manholes, basements, or facility floors. | —0 | —0 |
Dip nonferrous piping materials in a mixture of molten tin and lead to obtain a coating that prevents erosion or galvanic or electrolytic action. | —0 | —0 |
Install fixtures, appliances, or equipment designed to reduce water or energy consumption. | —0 | —0 |
Install or test gray water systems, such as recycling, treatment, or irrigation systems. | —0 | —0 |
Install pipe systems to support alternative energy-fueled systems, such as geothermal heating and cooling systems. | —0 | —0 |
Inspect work sites for obstructions or holes that could cause structural weakness. | —0 | —0 |
Assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment. | —0 | —0 |
Fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks. | —0 | —0 |
Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels. | —0 | —0 |
Measure, cut, thread, or bend pipe to required angle, using hand or power tools or machines such as pipe cutters, pipe-threading machines, or pipe-bending machines. | —0 | —0 |
Cut openings in structures to accommodate pipes or pipe fittings, using hand or power tools. | —0 | —0 |
Anchor steel supports from ceiling joists to hold pipes in place. | —0 | —0 |
Direct helpers engaged in pipe cutting, preassembly, or installation of plumbing systems or components. | —0 | —0 |
Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing. | —0 | —0 |
Install green plumbing equipment, such as faucet flow restrictors, dual-flush or pressure-assisted flush toilets, or tankless hot water heaters. | —0 | —0 |
Keep records of work assignments. | —0 | —0 |
Estimate time, material, or labor costs for use in project plans. | —0 | —0 |
Weld small pipes or special piping, using specialized techniques, equipment, or materials, such as computer-assisted welding or microchip fabrication. | —0 | —0 |
Determine sizing requirements for solar hot water heating systems, taking into account factors such as site orientation, load calculations, or storage capacity requirements. | —0 | —0 |
Install alternative water sources, such as rainwater harvesting systems or graywater reuse systems. | —0 | —0 |
Install, test, or commission solar thermal or solar photovoltaic hot water heating systems. | —0 | —0 |
Perform domestic plumbing audits to identify ways in which customers might reduce consumption of water or energy. | —0 | —0 |
Recommend energy or water saving products, such as low-flow faucets or shower heads, water-saving toilets, or high-efficiency hot water heaters. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Keep records of work assignments.O*NET Task ID 23470 | 1.0 |
Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.O*NET Task ID 23460 | 0.5 |
Review blueprints, building codes, or specifications to determine work details or procedures.O*NET Task ID 23475 | 0.5 |
Estimate time, material, or labor costs for use in project plans.O*NET Task ID 23477 | 0.5 |
Inspect work sites for obstructions or holes that could cause structural weakness.O*NET Task ID 23482 | 0.5 |
Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.O*NET Task ID 23459 | 0.0 |
Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.O*NET Task ID 23461 | 0.0 |
Plan pipe system layout, installation, or repair, according to specifications.O*NET Task ID 23462 | 0.0 |
Attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment.O*NET Task ID 23463 | 0.0 |
Modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools.O*NET Task ID 23464 | 0.0 |
Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.O*NET Task ID 23465 | 0.0 |
Assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment.O*NET Task ID 23466 | 0.0 |
Install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.O*NET Task ID 23467 | 0.0 |
Install automatic controls to regulate pipe systems.O*NET Task ID 23468 | 0.0 |
Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.O*NET Task ID 23469 | 0.0 |
Direct helpers engaged in pipe cutting, preassembly, or installation of plumbing systems or components.O*NET Task ID 23471 | 0.0 |
Fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks.O*NET Task ID 23472 | 0.0 |
Maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.O*NET Task ID 23473 | 0.0 |
Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.O*NET Task ID 23474 | 0.0 |
Anchor steel supports from ceiling joists to hold pipes in place.O*NET Task ID 23476 | 0.0 |
Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.O*NET Task ID 23478 | 0.0 |
Inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions, such as electrical wiring.O*NET Task ID 23479 | 0.0 |
Install green plumbing equipment, such as faucet flow restrictors, dual-flush or pressure-assisted flush toilets, or tankless hot water heaters.O*NET Task ID 23480 | 0.0 |
Cut openings in structures to accommodate pipes or pipe fittings, using hand or power tools.O*NET Task ID 23481 | 0.0 |
Install fixtures, appliances, or equipment designed to reduce water or energy consumption.O*NET Task ID 23483 | 0.0 |
Install pipe systems to support alternative energy-fueled systems, such as geothermal heating or cooling systems.O*NET Task ID 23484 | 0.0 |
Weld small pipes or special piping, using specialized techniques, equipment, or materials, such as computer-assisted welding or microchip fabrication.O*NET Task ID 23485 | 0.0 |
Operate motorized pumps to remove water from flooded manholes, basements, or facility floors.O*NET Task ID 23486 | 0.0 |
Repair hydraulic or air pumps.O*NET Task ID 23487 | 0.0 |
Repair or remove and replace system components.O*NET Task ID 23488 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page