यातायात इंजीनियर

परिवहन और सामग्री स्थानांतरण

AI एक्सपोजर

  • डेटा स्रोत: BLSप्रकाशन: 2026-08

    उच्च· सापेक्ष

    कमचार सापेक्ष श्रेणियाँबहुत उच्च

    व्यवसाय-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

    स्रोत डेटासेट (XLSX फ़ाइल डाउनलोड)

  • डेटा स्रोत: Anthropicप्रकाशन: 2026-03

    0.008

    0.000यहाँ दिए गए मानों की सीमा0.745
    मापक्रम, आधार और स्रोत

    प्रेक्षित एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1

    O*NET कार्यों पर मैप किया गया

    स्रोत डेटासेट

  • डेटा स्रोत: ILOप्रकाशन: 2025

    0.30

    0.09यहाँ दिए गए मानों की सीमा0.70

    व्यवसाय-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 67% इस मान के बराबर या उससे अधिक हैं।

    स्रोत डेटासेट

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
TaskClaude.aiRaw / share %
Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.

17-2051

0.011423.5
Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

17-2051

0.007214.8
Provide technical advice to industrial or managerial personnel regarding design, construction, or program modifications or structural repairs.

17-2051

0.00489.9
Prepare project budgets, schedules, or specifications for labor or materials.

17-2051

0.00449.1
Investigate or test specific construction project materials to determine compliance to specifications or standards.

17-2051

0.00438.9
Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

17-2051

0.00418.5
Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.

17-2051

0.00367.4
Develop or assist in the development of transportation-related computer software or computer processes.

17-2051

0.00285.7
Design transportation systems or structures using sustainable materials or products, such as porous pavement or bioretention structures.

17-2051

0.00234.7
Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

17-2051

0.00204.0
Not observed on any surface — 32 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.
Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.
—0
Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.
—0
Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.
—0
Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.
—0
Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.
—0
Design energy efficient or environmentally sound civil structures.
—0
Direct engineering activities ensuring compliance with environmental, safety, or other governmental regulations.
—0
Identify environmental risks and develop risk management strategies for civil engineering projects.
—0
Manage and direct the construction, operations, or maintenance activities at project site.
—0
Plan and design transportation or hydraulic systems or structures using computer assisted design or drawing tools.
—0
Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
—0
Analyze manufacturing processes or byproducts to identify engineering solutions to minimize the output of carbon or other pollutants.
—0
Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.
—0
Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.
—0
Present data, maps, or other information at construction-related public hearings or meetings.
—0
Review development plans to determine potential traffic impact.
—0
Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion.
—0
Evaluate traffic control devices or lighting systems to determine need for modification or expansion.
—0
Plan alteration or modification of existing transportation structures to improve safety or function.
—0
Participate in contract bidding, negotiation, or administration.
—0
Investigate traffic problems and recommend methods to improve traffic flow or safety.
—0
Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.
—0
Estimate transportation project costs.
—0
Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.
—0
Analyze environmental impact statements for transportation projects.
—0
Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.
—0
Prepare final project layout drawings that include details such as stress calculations.
—0
Direct the surveying, staking, or laying-out of construction projects.
—0
Supervise the maintenance or repair of transportation systems or system components.
—0
Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development.
—0
Evaluate construction project materials for compliance with environmental standards.
—0
Inspect completed transportation projects to ensure compliance with environmental regulations.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

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