गुणवत्ता आश्वासन प्रबंधक

Name: गुणवत्ता आश्वासन प्रबंधक — published AI exposure indices
Creator: AI Changing Work

प्रबंधन

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
0.013
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
0.38
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 48% 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

Task	Claude.aiRaw / share %	APIRaw / share %
Identify quality problems or areas for improvement and recommend solutions. 11-3051	0.190038.0	0.340030.6
Participate in the development of product specifications. 11-3051	0.160032.0	0.04003.6
Compile and record operational data on forms or in log books. 11-3051	0.130026.0	0.440039.6
Review quality documentation necessary for regulatory submissions and inspections. 11-3051	0.01002.0	0.200018.0
Prepare reports on operations and system productivity or efficiency. 11-3051	0.01002.0	0.01000.9
Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints. 11-3051	0.00000.0	0.03002.7
Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems. 11-3051	0.00000.0	0.00000.0
Review plans and confer with research or support staff to develop new products or processes. 11-3051	0.00000.0	0.00000.0
Evaluate new testing and sampling methodologies or technologies to determine usefulness. 11-3051	0.00000.0	0.00000.0
Review and update standard operating procedures or quality assurance manuals. 11-3051	0.00000.0	0.00000.0
Review operations and confer with technical or administrative staff to resolve production or processing problems. 11-3051	0.00000.0	—0
Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies. 11-3051	0.00000.0	—0
Monitor performance of quality control systems to ensure effectiveness and efficiency. 11-3051	0.00000.0	—0
Analyze quality control test results and provide feedback and interpretation to production management or staff.	—0	0.04003.6
Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards.	—0	0.01000.9
Not observed on any surface — 52 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.
Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.	—0	—0
Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.	—0	—0
Hire, train, evaluate, or discharge staff or resolve personnel grievances.	—0	—0
Initiate or coordinate inventory or cost control programs.	—0	—0
Prepare and maintain production reports or personnel records.	—0	—0
Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.	—0	—0
Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.	—0	—0
Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.	—0	—0
Negotiate materials prices with suppliers.	—0	—0
Conduct site audits to ensure adherence to safety and environmental regulations.	—0	—0
Develop or enforce procedures for normal operation of manufacturing systems.	—0	—0
Implement operational and emergency procedures.	—0	—0
Maintain records to demonstrate compliance with safety and environmental laws, regulations, or policies.	—0	—0
Monitor permit requirements for updates.	—0	—0
Optimize operational costs and productivity consistent with safety and environmental rules and regulations.	—0	—0
Supervise subordinate employees.	—0	—0
Stop production if serious product defects are present.	—0	—0
Review and approve quality plans submitted by contractors.	—0	—0
Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control.	—0	—0
Generate and maintain quality control operating budgets.	—0	—0
Coordinate the selection and implementation of quality control equipment, such as inspection gauges.	—0	—0
Collect and analyze production samples to evaluate quality.	—0	—0
Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.	—0	—0
Monitor development of new products to help identify possible problems for mass production.	—0	—0
Instruct staff in quality control and analytical procedures.	—0	—0
Identify critical points in the manufacturing process and specify sampling procedures to be used at these points.	—0	—0
Document testing procedures, methodologies, or criteria.	—0	—0
Direct the tracking of defects, test results, or other regularly reported quality control data.	—0	—0
Create and implement inspection and testing criteria or procedures.	—0	—0
Confer with marketing and sales departments to define client requirements and expectations.	—0	—0
Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.	—0	—0
Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities.	—0	—0
Direct product testing activities throughout production cycles.	—0	—0
Audit and inspect subcontractor facilities including external laboratories.	—0	—0
Manage parts and supply inventories for biomass plants.	—0	—0
Monitor and operate communications systems, such as mobile radios.	—0	—0
Supervise operations or maintenance employees in the production of power from biomass, such as wood, coal, paper sludge, or other waste or refuse.	—0	—0
Review logs, datasheets, or reports to ensure adequate production levels and safe production environments or to identify abnormalities with power production equipment or processes.	—0	—0
Review biomass operations performance specifications to ensure compliance with regulatory requirements.	—0	—0
Prepare reports on biomass plant operations, status, maintenance, and other information.	—0	—0
Prepare and manage biomass plant budgets.	—0	—0
Plan and schedule plant activities, such as wood, waste, or refuse fuel deliveries, ash removal, and regular maintenance.	—0	—0
Inspect biomass gasification processes, equipment, and facilities for ways to maximize capacity and minimize operating costs.	—0	—0
Evaluate power production or demand trends to identify opportunities for improved operations.	—0	—0
Supervise biomass plant or substation operations, maintenance, repair, or testing activities.	—0	—0
Conduct field inspections of biomass plants, stations, or substations to ensure normal and safe operating conditions.	—0	—0
Manage safety programs at power generation facilities.	—0	—0
Test, maintain, or repair electrical power distribution machinery or equipment, using hand tools, power tools, and testing devices.	—0	—0
Adjust equipment controls to generate specified amounts of electrical power.	—0	—0
Shut down and restart biomass power plants or equipment in emergency situations or for equipment maintenance, repairs, or replacements.	—0	—0
Operate controls to start, stop, or regulate biomass-fueled generators, generator units, boilers, engines, or auxiliary systems.	—0	—0
Monitor the operating status of biomass plants by observing control system parameters, distributed control systems, switchboard gauges, dials, or other indicators.	—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
Review and update standard operating procedures or quality assurance manuals. O*NET Task ID 15415	1.0
Document testing procedures, methodologies, or criteria. O*NET Task ID 15423	1.0
Review and approve quality plans submitted by contractors. O*NET Task ID 15406	0.5
Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control. O*NET Task ID 15407	0.5
Generate and maintain quality control operating budgets. O*NET Task ID 15408	0.5
Evaluate new testing and sampling methodologies or technologies to determine usefulness. O*NET Task ID 15409	0.5
Coordinate the selection and implementation of quality control equipment, such as inspection gauges. O*NET Task ID 15410	0.5
Collect and analyze production samples to evaluate quality. O*NET Task ID 15411	0.5
Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. O*NET Task ID 15413	0.5
Review quality documentation necessary for regulatory submissions and inspections. O*NET Task ID 15414	0.5
Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends. O*NET Task ID 15416	0.5
Participate in the development of product specifications. O*NET Task ID 15417	0.5
Monitor development of new products to help identify possible problems for mass production. O*NET Task ID 15418	0.5
Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies. O*NET Task ID 15419	0.5
Identify quality problems or areas for improvement and recommend solutions. O*NET Task ID 15420	0.5
Instruct staff in quality control and analytical procedures. O*NET Task ID 15421	0.5
Identify critical points in the manufacturing process and specify sampling procedures to be used at these points. O*NET Task ID 15422	0.5
Direct the tracking of defects, test results, or other regularly reported quality control data. O*NET Task ID 15424	0.5
Create and implement inspection and testing criteria or procedures. O*NET Task ID 15425	0.5
Confer with marketing and sales departments to define client requirements and expectations. O*NET Task ID 15426	0.5
Communicate quality control information to all relevant organizational departments, outside vendors, or contractors. O*NET Task ID 15427	0.5
Analyze quality control test results and provide feedback and interpretation to production management or staff. O*NET Task ID 15428	0.5
Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities. O*NET Task ID 15429	0.5
Monitor performance of quality control systems to ensure effectiveness and efficiency. O*NET Task ID 15430	0.5
Direct product testing activities throughout production cycles. O*NET Task ID 15431	0.5
15 और कार्य दिखाएँ ▾कम दिखाएँ ▴
Stop production if serious product defects are present. O*NET Task ID 15405	0.0
Audit and inspect subcontractor facilities including external laboratories. O*NET Task ID 15412	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

व्यावसायिक जानकारी

ILO

आईएलओ व्यावसायिक विवरण

Manufacturing Managers

विनिर्माण प्रबंधक

स्वयं अनूदित

स्वयं अनूदित — यह आधिकारिक ISCO शब्दावली नहीं है (ILO द्वारा समीक्षित नहीं)।

Manufacturing managers plan, direct and coordinate activities concerned with the production of goods, the production and distribution of electricity gas and water, and the collection, treatment and disposal of waste. They may manage the production departments of large enterprises or be the managers of small manufacturing companies.

कार्य

(a) determining, implementing and monitoring production strategies, policies and plans;
(b) planning details of production activities in terms of output quality and quantity, cost, time available and labour requirements;
(c) controlling the operation of production plant and quality procedures through planning of maintenance, designation of operating hours and supply of parts and tools;
(d) establishing and managing budgets, monitoring production output and costs, and adjusting processes and resources to minimize costs;
(e) consulting with and informing other managers about production matters;
(f) overseeing the acquisition and installation of new plant and equipment;
(g) controlling the preparation of production records and reports;
(h) coordinating the implementation of occupational health and safety requirements;
(i) identifying business opportunities and determining products to be manufactured;
(j) researching and implementing regulatory and statutory requirements affecting manufacturing operations and the environment;
(k) overseeing the provision of quotes for the manufacture of specialized goods and establishing contracts with customers and suppliers;
(l) overseeing the selection, training and performance of staff.

उदाहरण व्यवसाय

Manufacturer · Manufacturing manager · Production and operations manager (manufacturing)

ISCO-08 1321

Sources: ILO ISCO-08 — details: Credits

ESCO व्यावसायिक शब्दावली

footwear quality managerESCO 1321.1.2.1
Footwear quality managers implement, manage and promote the quality systems in the company, using adequate tools and methodologies based on national, international or company standards. They are in charge of establishing requirements and objectives, as well as preparing documents. They analyse complaints, and promote and coordinate corrective and preventive measures. They promote an effective internal and external communication and ensure the consumer's demands are met. They are responsible for the definition of instruments which monitor and control of the quality systems, namely internal or external auditing, and they participate in the internal auditing.
metal production managerESCO 1321.1.1.8
Metal production managers organise and manage the day-to-day and long-term project work in a metal fabrication factory, to process basic metals into fabricated metals. They create and schedule production plans, recruit new staff, enforce safety and company policies, and strive for customer satisfaction through guaranteeing the product's quality.\
chemical production managerESCO 1321.1.1.1
Chemical production managers are responsible for the technical coordination and control of the chemical production processes. They steer one or more manufacturing units and oversee the implementation of technical and human means, within the framework of objectives of volume, quality and planning. Chemical production managers design and ensure that the production plans and schedules are met. They are responsible for implementation of the processes designed to ensure quality of the manufactured product, good working conditions and environmental practices, and safety of the workplace.
leather goods quality managerESCO 1321.1.2.2
Leather goods quality managers manage and promote the systems of quality assurance implemented in the organisations. They carry out the tasks in order to achieve predefined requirements and objectives, fostering the internal and external communication, while aiming for the continuous improvement and the customer satisfaction.
leather wet processing department managerESCO 1321.1.1.6.2
Leather wet processing department managers plan and organise the work, the staff and equipment of the department involving the washing of the raw hides or skins. They remove unwanted elements, they weigh and prepare it for tanning. They coordinate supply of chemicals and raw materials. They perform elaboration of manufacturing recipes and monitor quality.
leather production managerESCO 1321.1.1.6
Leather production managers plan all aspects of the leather production process. They ensure the required throughput of the factory in terms of quality and quantity of the leather. They organise the production staff. They monitor and ensure the operation of machinery and equipment. They cooperate with managers of each production department.
clothing operations managerESCO 1321.1.1.2
Clothing operations managers schedule orders and delivery times in order to assure the efficient flow of the production system.
metallurgical managerESCO 1321.1.1.7
Metallurgical managers coordinate and implement short and medium term metallurgical or steel-making production schedules, and coordinate the development, support and improvement of steel-making processes, and the reliability efforts of the maintenance and engineering departments. They also partner with ongoing remediation initiatives.
textile operations managerESCO 3122.4.17
Textile operations managers schedule orders and delivery times in order to assure the efficient flow of the production system.
manufacturing managerESCO 1321.1
Manufacturing managers plan, oversee and direct the manufacturing process in an organisation. They ensure products and services are efficiently produced within the timeframe and budget given.
footwear production managerESCO 1321.1.1.4
Footwear production managers plan, distribute, and coordinate all necessary activities of the different footwear manufacturing phases ensuring the adherence to quality standards and production and productivity pre-defined goals.
textile quality managerESCO 1321.1.2.3
Textile quality managers implement, manage and promote quality systems. They make sure that the textile products adheres to the quality standards of the organisation. Textile quality managers therefore inspect textile production lines and products.

स्रोत: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

लाइसेंस: CC BY 4.0 (EU Reuse Notice)

मूल देखें

ESCO reuse terms and the modification notice are in Credits.

KEIS2025

Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.

제품 생산 관련 관리자KNOW K000001173
Job outlook: 증가(16%) 현상유지(23%) 감소(60%)
Wages (10,000 KRW): lower(25%) 5.8K average(50%) 6.75K upper(25%) 9.25K
minacross 461 KNOW occupationsmax
Job satisfaction: 69.6
minacross 461 KNOW occupationsmax
Details
Duties
- -생산소요량, 공장의 생산능력, 생산인력 및 성과 등 생산정책에 관하여 총괄관리자 및 각 부서관리자와 협의하여 자금의 한계, 활용인력, 원자재, 판매 등의 생산계획을 수립한다.
- -수립된 생산계획에 따른 제반활동을 작업원에게 지도·조정하고 설비유지나 기계장비의 대체, 생산단가, 품질관리 등에 관해 권고하고 의사결정을 한다.
- -직원의 신상관리, 포상실시, 근무평정, 인력계획 및 노사관계를 유지하기 위한 조직·인사·노무 관리업무를 총괄한다.
- -품질 및 생산 관리업무를 위하여 조업 이상 발생 시 원인을 분석하고 대책을 수립한다.
- -품질 및 생산성 향상을 위한 작업방법의 개선방향과 품질경향분석을 지시하여 전반적인 문제를 조정하고 해결한다.
- -생산실적을 분석·검토하고 총괄관리자에게 생산기획업무와 실적을 보고한다.
- -생산업무에 대한 전반적인 문제를 조정하고 해결한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
조직체계의 분석 및 평가(99) · 물적자원 관리(99) · 품질관리분석(98) · 재정 관리(97) · 인적자원 관리(96)
Knowledge
상품 제조 및 공정(92) · 식품생산(86) · 화학(85) · 사무(83) · 안전과 보안(79)
Work environment
건강 및 안전에 대한 책임(95) · 갈등 상황(93) · 불쾌하거나 무례한 사람 상대(89) · 의사결정 권한(89) · 이메일 이용하기(88)
Related occupations
건설 및 광업 관련 관리자 · 전기·가스 및 수도 관련 관리자
건설 및 광업 관련 관리자KNOW K000000895
Job outlook: 증가(31%) 현상유지(35%) 감소(32%)
Wages (10,000 KRW): lower(25%) 5.0K average(50%) 7.0K upper(25%) 8.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 66.3
minacross 461 KNOW occupationsmax
Details
Duties
- [건설관리자]
- -건설, 구조물, 시설 및 시스템의 유지관리와 관련된 활동을 기획, 조직하고 지휘한다.
- -작업절차가 명세서와 맞도록 하기 위하여 건설현장에서 작업자들을 지휘하고 감독한다.
- -하도급업자 및 부하직원을 고용하고 활동을 감독한다.
- -인력, 장비 및 사용되는 기술이 적정한지 판단하고 생산현장의 효율성을 평가한다.
- -안전규정을 지키고 있는지 확인한다.
- [광업관리자]
- -광산, 석유 및 가스 산업체의 운영을 감독하고 분석한다.
- -인력, 장비 및 사용되는 기술이 적정한지 판단하고 생산현장의 효율성을 평가한다.
- -안전규정을 지키고 있는지 확인한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
물적자원 관리(100) · 재정 관리(99) · 공간지각력(98) · 인적자원 관리(97) · 품질관리분석(94)
Knowledge
건축 및 설계(97) · 법(87) · 안전과 보안(82) · 공학과 기술(78) · 경영 및 행정(76)
Work environment
갈등 상황(97) · 불쾌하거나 무례한 사람 상대(96) · 고지대 작업(96) · 매우 춥거나 더운 기온(95) · 전화 대화하기(92)
Related occupations
전기·가스 및 수도 관련 관리자 · 제품 생산 관련 관리자
전기·가스 및 수도 관련 관리자KNOW K000001018
Job outlook: 증가(26%) 현상유지(46%) 감소(26%)
Wages (10,000 KRW): lower(25%) 5.25K average(50%) 7.0K upper(25%) 9.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 72.9
minacross 461 KNOW occupationsmax
Details
Duties
- -전기 공급 및 시스템을 유지, 관리, 기획, 조직하고 지휘한다.
- -작업절차가 명세서와 맞도록 하기 위하여 현장에서 작업자들을 지휘하고 감독한다.
- -하도급업자 및 부하직원을 고용하고 활동을 감독한다.
- -전기, 수도, 가스, 증기 및 온수산업에서 운영을 감독하고 분석한다.
- -인력, 장비 및 사용되는 기술이 적정한지 판단하고 필요할 때 작업스케줄이나 장비를 바꾸기 위해 생산현장의 효율성을 평가한다.
- -안전규정을 지키고 있는지 확인한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
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Related occupations
건설 및 광업 관련 관리자 · 제품 생산 관련 관리자

The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.

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[स्रोत: AI Changing Work Blog]