समुद्री कार्गो निरीक्षक
परिवहन और सामग्री स्थानांतरणAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
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: 2026-03
0.000
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.24
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 79% 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 % |
|---|---|
Prepare and submit reports after completion of freight shipments.53-6051 | 0.0029100.0 |
| Not observed on any surface — 40 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. | |
Inspect vehicles or other equipment for evidence of abuse, damage, or mechanical malfunction. | —0 |
Inspect vehicles or equipment to ensure compliance with rules, standards, or regulations. | —0 |
Inspect repairs to transportation vehicles or equipment to ensure that repair work was performed properly. | —0 |
Conduct vehicle or transportation equipment tests, using diagnostic equipment. | —0 |
Prepare reports on investigations or inspections and actions taken. | —0 |
Issue notices and recommend corrective actions when infractions or problems are found. | —0 |
Investigate complaints regarding safety violations. | —0 |
Examine carrier operating rules, employee qualification guidelines, or carrier training and testing programs for compliance with regulations or safety standards. | —0 |
Investigate and make recommendations on carrier requests for waiver of federal standards. | —0 |
Review commercial vehicle logs, shipping papers, or driver and equipment records to detect any problems or to ensure compliance with regulations. | —0 |
Investigate incidents or violations, such as delays, accidents, and equipment failures. | —0 |
Negotiate with authorities, such as local government officials, to eliminate hazards along transportation routes. | —0 |
Evaluate new methods of packaging, testing, shipping, or transporting hazardous materials to ensure adequate public safety protection. | —0 |
Attach onboard diagnostics (OBD) scanner cables to vehicles to conduct emissions inspections. | —0 |
Compare emissions findings with applicable emissions standards. | —0 |
Conduct remote inspections of motor vehicles, using handheld controllers and remotely directed vehicle inspection devices. | —0 |
Conduct visual inspections of emission control equipment and smoke emitted from gasoline or diesel vehicles. | —0 |
Identify emissions testing procedures and standards appropriate for the age and technology of vehicles. | —0 |
Identify modifications to engines, fuel systems, emissions control equipment, or other vehicle systems to determine the impact of modifications on inspection procedures or conclusions. | —0 |
Monitor or review output from systems, such as Thermal Imaging Units (TIU) or roadside imaging tools, to identify high risk commercial motor vehicles for follow-up inspections. | —0 |
Perform low-pressure fuel evaluative tests (LPFET) to test for harmful emissions from vehicles without onboard diagnostics (OBD) equipment. | —0 |
Inspect shipments to ensure that freight is securely braced and blocked. | —0 |
Record details about freight conditions, handling of freight, and any problems encountered. | —0 |
Advise crews in techniques of stowing dangerous and heavy cargo. | —0 |
Observe loading of freight to ensure that crews comply with procedures. | —0 |
Recommend remedial procedures to correct any violations found during inspections. | —0 |
Inspect loaded cargo, cargo lashed to decks or in storage facilities, and cargo handling devices to determine compliance with health and safety regulations and need for maintenance. | —0 |
Measure ships' holds and depths of fuel and water in tanks, using sounding lines and tape measures. | —0 |
Notify workers of any special treatment required for shipments. | —0 |
Direct crews to reload freight or to insert additional bracing or packing as necessary. | —0 |
Check temperatures and humidities of shipping and storage areas to ensure that they are at appropriate levels to protect cargo. | —0 |
Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors. | —0 |
Read draft markings to determine depths of vessels in water. | —0 |
Issue certificates of compliance for vessels without violations. | —0 |
Write certificates of admeasurement that list details such as designs, lengths, depths, and breadths of vessels, and methods of propulsion. | —0 |
Calculate gross and net tonnage, hold capacities, volumes of stored fuel and water, cargo weights, and ship stability factors, using mathematical formulas. | —0 |
Post warning signs on vehicles containing explosives or flammable or radioactive materials. | —0 |
Measure heights and widths of loads to ensure they will pass over bridges or through tunnels on scheduled routes. | —0 |
Time rolls of ships, using stopwatches. | —0 |
Determine types of licenses and safety equipment required, and compute applicable fees such as tolls and wharfage fees. | —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 maintain detailed repair, inspection, investigation, and certification records and reports.O*NET Task ID 10732 | 1.0 |
Examine aircraft access plates and doors for security.O*NET Task ID 10730 | 0.5 |
Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs.O*NET Task ID 10731 | 0.5 |
Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals.O*NET Task ID 10734 | 0.5 |
Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors.O*NET Task ID 10736 | 0.5 |
Investigate air accidents and complaints to determine causes.O*NET Task ID 10738 | 0.5 |
Approve or deny issuance of certificates of airworthiness.O*NET Task ID 10741 | 0.5 |
Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment.O*NET Task ID 10742 | 0.5 |
Schedule and coordinate in-flight testing programs with ground crews and air traffic control to ensure availability of ground tracking, equipment monitoring, and related services.O*NET Task ID 10743 | 0.5 |
Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures.O*NET Task ID 10728 | 0.0 |
Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions.O*NET Task ID 10729 | 0.0 |
Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments.O*NET Task ID 10733 | 0.0 |
Recommend replacement, repair, or modification of aircraft equipment.O*NET Task ID 10735 | 0.0 |
Observe flight activities of pilots to assess flying skills and to ensure conformance to flight and safety regulations.O*NET Task ID 10739 | 0.0 |
Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls.O*NET Task ID 10740 | 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