فنيو خدمة خزانات الصرف الصحي
البناء والصيانة والإصلاحالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
منخفض· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: 2026-03
0.000
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.10
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 98%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % |
|---|---|
Clean and disinfect domestic basements and other areas flooded by sewer stoppages.47-4071 | 0.0037100.0 |
| Not observed on any surface — 21 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. | |
Drive trucks to transport crews, materials, and equipment. | —0 |
Communicate with supervisors and other workers, using equipment such as wireless phones, pagers, or radio telephones. | —0 |
Prepare and keep records of actions taken, including maintenance and repair work. | —0 |
Operate sewer cleaning equipment, including power rodders, high-velocity water jets, sewer flushers, bucket machines, wayne balls, and vac-alls. | —0 |
Ensure that repaired sewer line joints are tightly sealed before backfilling begins. | —0 |
Withdraw cables from pipes and examine them for evidence of mud, roots, grease, and other deposits indicating broken or clogged sewer lines. | —0 |
Install rotary knives on flexible cables mounted on machine reels, according to the diameters of pipes to be cleaned. | —0 |
Measure excavation sites, using plumbers' snakes, tapelines, or lengths of cutting heads within sewers, and mark areas for digging. | —0 |
Locate problems, using specially designed equipment, and mark where digging must occur to reach damaged tanks or pipes. | —0 |
Clean and repair septic tanks, sewer lines, or related structures such as manholes, culverts, and catch basins. | —0 |
Start machines to feed revolving cables or rods into openings, stopping machines and changing knives to conform to pipe sizes. | —0 |
Service, adjust, and make minor repairs to equipment, machines, and attachments. | —0 |
Inspect manholes to locate sewer line stoppages. | —0 |
Cut damaged sections of pipe with cutters, remove broken sections from ditches, and replace pipe sections, using pipe sleeves. | —0 |
Dig out sewer lines manually, using shovels. | —0 |
Break asphalt and other pavement so that pipes can be accessed, using airhammers, picks, and shovels. | —0 |
Cover repaired pipes with dirt, and pack backfilled excavations, using air and gasoline tampers. | —0 |
Requisition or order tools and equipment. | —0 |
Rotate cleaning rods manually, using turning pins. | —0 |
Tap mainline sewers to install sewer saddles. | —0 |
Update sewer maps and manhole charts. | —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 |
|---|---|
Prepare and keep records of actions taken, including maintenance and repair work.O*NET Task ID 11603 | 1.0 |
Update sewer maps and manhole charts.O*NET Task ID 11622 | 0.5 |
Drive trucks to transport crews, materials, and equipment.O*NET Task ID 11601 | 0.0 |
Communicate with supervisors and other workers, using equipment such as wireless phones, pagers, or radio telephones.O*NET Task ID 11602 | 0.0 |
Operate sewer cleaning equipment, including power rodders, high-velocity water jets, sewer flushers, bucket machines, wayne balls, and vac-alls.O*NET Task ID 11604 | 0.0 |
Ensure that repaired sewer line joints are tightly sealed before backfilling begins.O*NET Task ID 11605 | 0.0 |
Withdraw cables from pipes and examine them for evidence of mud, roots, grease, and other deposits indicating broken or clogged sewer lines.O*NET Task ID 11606 | 0.0 |
Install rotary knives on flexible cables mounted on machine reels, according to the diameters of pipes to be cleaned.O*NET Task ID 11607 | 0.0 |
Measure excavation sites, using plumbers' snakes, tapelines, or lengths of cutting heads within sewers, and mark areas for digging.O*NET Task ID 11608 | 0.0 |
Locate problems, using specially designed equipment, and mark where digging must occur to reach damaged tanks or pipes.O*NET Task ID 11609 | 0.0 |
Clean and repair septic tanks, sewer lines, or related structures such as manholes, culverts, and catch basins.O*NET Task ID 11610 | 0.0 |
Start machines to feed revolving cables or rods into openings, stopping machines and changing knives to conform to pipe sizes.O*NET Task ID 11611 | 0.0 |
Service, adjust, and make minor repairs to equipment, machines, and attachments.O*NET Task ID 11612 | 0.0 |
Inspect manholes to locate sewer line stoppages.O*NET Task ID 11613 | 0.0 |
Cut damaged sections of pipe with cutters, remove broken sections from ditches, and replace pipe sections, using pipe sleeves.O*NET Task ID 11614 | 0.0 |
Dig out sewer lines manually, using shovels.O*NET Task ID 11615 | 0.0 |
Break asphalt and other pavement so that pipes can be accessed, using airhammers, picks, and shovels.O*NET Task ID 11616 | 0.0 |
Cover repaired pipes with dirt, and pack backfilled excavations, using air and gasoline tampers.O*NET Task ID 11617 | 0.0 |
Requisition or order tools and equipment.O*NET Task ID 11618 | 0.0 |
Rotate cleaning rods manually, using turning pins.O*NET Task ID 11619 | 0.0 |
Clean and disinfect domestic basements and other areas flooded by sewer stoppages.O*NET Task ID 11620 | 0.0 |
Tap mainline sewers to install sewer saddles.O*NET Task ID 11621 | 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