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
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।
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।
Adapt or design computer hardware or software for medical science uses.Details
17-2031
0.0100100.0
0.0100100.0
Develop statistical models or simulations, using statistical or modeling software.Details
17-2031
0.00000.0
0.00000.0
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.Details
17-2031
0.00000.0
—0
Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.Details
17-2031
0.00000.0
—0
Evaluate the safety, efficiency, and effectiveness of biomedical equipment.Details
—0
0.00000.0
Not observed on any surface — 25 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.
Advise hospital administrators on the planning, acquisition, and use of medical equipment.Details
—0
—0
Research new materials to be used for products, such as implanted artificial organs.Details
—0
—0
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.Details
—0
—0
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.Details
—0
—0
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.Details
—0
—0
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.Details
—0
—0
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.Details
—0
—0
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.Details
—0
—0
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.Details
—0
—0
Consult with chemists or biologists to develop or evaluate novel technologies.Details
—0
—0
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.Details
—0
—0
Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.Details
—0
—0
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.Details
—0
—0
Maintain databases of experiment characteristics or results.Details
—0
—0
Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.Details
—0
—0
Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.Details
—0
—0
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.Details
—0
—0
Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.Details
—0
—0
Analyze new medical procedures to forecast likely outcomes.Details
—0
—0
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.Details
—0
—0
Design and deliver technology, such as prosthetic devices, to assist people with disabilities.Details
—0
—0
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.Details
—0
—0
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.Details
—0
—0
Lead studies to examine or recommend changes in process sequences or operation protocols.Details
—0
—0
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.Details
—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
Adapt or design computer hardware or software for medical science uses.Details
O*NET Task ID 8979
1.0
Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.Details
O*NET Task ID 18604
1.0
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.Details
O*NET Task ID 21840
1.0
Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.Details
O*NET Task ID 21847
1.0
Develop statistical models or simulations, using statistical or modeling software.Details
O*NET Task ID 21851
1.0
Maintain databases of experiment characteristics or results.Details
O*NET Task ID 21853
1.0
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.Details
O*NET Task ID 21856
1.0
Evaluate the safety, efficiency, and effectiveness of biomedical equipment.Details
O*NET Task ID 8968
0.5
Advise hospital administrators on the planning, acquisition, and use of medical equipment.Details
O*NET Task ID 8970
0.5
Research new materials to be used for products, such as implanted artificial organs.Details
O*NET Task ID 8972
0.5
Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.Details
O*NET Task ID 8973
0.5
Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.Details
O*NET Task ID 8975
0.5
Analyze new medical procedures to forecast likely outcomes.Details
O*NET Task ID 8980
0.5
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.Details
O*NET Task ID 21839
0.5
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.Details
O*NET Task ID 21841
0.5
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.Details
O*NET Task ID 21842
0.5
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.Details
O*NET Task ID 21843
0.5
Consult with chemists or biologists to develop or evaluate novel technologies.Details
O*NET Task ID 21844
0.5
Design and deliver technology, such as prosthetic devices, to assist people with disabilities.Details
O*NET Task ID 21845
0.5
Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.Details
O*NET Task ID 21846
0.5
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.Details
O*NET Task ID 21848
0.5
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.Details
O*NET Task ID 21849
0.5
Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.Details
O*NET Task ID 21850
0.5
Lead studies to examine or recommend changes in process sequences or operation protocols.Details
O*NET Task ID 21852
0.5
Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.Details
O*NET Task ID 21854
0.5
Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.Details
O*NET Task ID 21855
0.5
Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.Details
O*NET Task ID 21857
0.5
Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.Details
O*NET Task ID 21858
0.5
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.Details
O*NET Task ID 21859
0.5
Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.Details
O*NET Task ID 18603
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
आईएलओ व्यावसायिक विवरण
Engineering Professionals Not Elsewhere Classified
अभियांत्रिकी व्यावसायिक विशेषज्ञ, अन्यत्र वर्गीकृत नहीं
स्वयं अनूदित
स्वयं अनूदित — यह आधिकारिक ISCO शब्दावली नहीं है (ILO द्वारा समीक्षित नहीं)।
This unit group covers engineering professionals not classified elsewhere in Minor Group 214: Engineering Professionals (excluding Electrotechnology) or in Minor Group 215: Electrotechnology Engineers. For instance, the group includes those who conduct research and advise on or develop engineering procedures and solutions concerning workplace safety, biomedical engineering, optics, materials, nuclear power generation and explosives.
कार्य
In such cases tasks would include -
(a) applying knowledge of engineering to the design, development and evaluation of biological and health systems and products such as artificial organs, prostheses and instrumentation;
(b) designing devices used in various medical procedures and imaging systems such as magnetic resonance imaging, and devices for automating insulin injections or controlling body functions;
(c) designing components of optical instruments such as lenses, microscopes, telescopes, lasers, optical disc systems and other equipment that utilize the properties of light;
(d) designing, testing, and coordinating the development of explosive ordnance material to meet military procurement specifications;
(e) designing and overseeing construction and operation of nuclear reactors and power plants and nuclear fuels reprocessing and reclamation systems;
(f) designing and developing nuclear equipment such as reactor cores, radiation shielding and associated instrumentation and control mechanisms;
(g) assessing damage and providing calculations for marine salvage operations;
(h) studying and advising on engineering aspects of particular manufacturing processes, such as those related to glass, ceramics, textiles, leather products, wood and printing;
(i) identifying potential hazards and introducing safety procedures and devices.
Dismantling engineers research and plan the optimal way to dismantle industrial equipment, machinery and buildings that reached the end-of-life phase. They analyse the required work and schedule the various operations. They give team leaders instructions and supervise their work.
biomedical engineerESCO 2149.4.1
Biomedical engineers combine knowledge of engineering principles and biological findings for the development of medical treatments, medicaments, and general healthcare purposes. They can develop solutions ranging from the improvement of the components in conventional medicaments up to implants developments, and tissue treatment.
quantity surveyorESCO 2149.12
Quantity surveyors have under their helm complete management of the cost involved in building and construction projects from the inception of the project until the delivery. They strive for an efficient use of the resources whilst keeping an eye on quality, quality standards, and client's requirements.
renewable energy engineerESCO 2149.7.3
Renewable energy engineers research alternative sources of energy in order to design systems for renewable energy production. They strive to optimise energy production from renewable sources, and reduce production expenses and environmental strain. They design systems which focus on energy sustainability and efficiency.
component engineerESCO 2149.2.2
Component engineers design and envision the engineering development of different small parts composing a bigger project, machine, or process. They ensure that parts are not conflicting from an engineering perspective.
energy systems engineerESCO 2149.7.1
Energy systems engineers supervise the energy conversion and distribution processes. They analyse the energy supply and consumption efficiency developing new ways to improve the existing processes, taking into account both the technical and the financial aspects. They also study the environmental impact of energy usage and combine the production of renewable energy in the current power systems.
quality engineerESCO 2149.2.7
Quality engineers define quality standards for the creation of products or services. They check to make sure the products and services are in compliance with the quality standards and they coordinate quality improvements.
wood technology engineerESCO 2149.9.2
Wood technology engineers develop materials and components made of wood, construct production facilities and control and monitor the production. They also examine products and materials and advise customers.
research engineerESCO 2149.2.8
Research engineers combine research skills and knowledge of engineering principles aiming to improve through research, processes, techniques, products, and systems at large. They perform experiments, for instance of natural structures such as honeycombs or tear-resistant spiderwebs, before determining the viability of alternative methods on a larger scale.
solar energy engineerESCO 2149.7.4
Solar energy engineers design systems which generate electrical energy from sunlight, such as photovoltaic systems. They design and construct systems which optimise the energy output from solar power, and the sustainability of the production process of solar systems.
materials engineerESCO 2149.9
Materials engineers research and design new or improved materials for a diverse number of applications. They analyse the composition of materials, conduct experiments, and develop new materials for industry-specific use that can range from rubber, to textiles, glass, metals, and chemicals. They advise companies in damage assessments, quality assurance of materials, and recycling of materials.
fire prevention and protection engineerESCO 2149.8.1
Fire prevention and protection engineers study, design, and developed innovative solutions aimed to the prevention of fire and the protection of people, natural sites, and urban areas. They propose suitable materials for construction, clothing, or other applications and they design detection systems aiming to prevent fire or the propagation of it.
स्रोत:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
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.
-선박의 기본적인 특성, 구조 등을 개발, 연구, 설치하기 위하여 설계계획안, 설계서 등의 관련자료를 검토?분석한다.
-선박의 플랜트와 장비를 설계하고, 시공도와 설계도를 작성한다.
-선박의 성능을 평가하고, 설계변경 여부를 결정한다.
-이상적인 선체제작, 부력 및 안정성 유지를 위해 선체의 각 부분을 검사하고, 수선여부를 판단한다.
-차세대 선박인 초고속선, 초전도선 등을 비롯해 심해잠수정, 경항공모함 등에 관하여 연구, 개발한다.
[해양공학기술자]
-항만개발?임해공업단지조성?연안해양의 물리현상 등의 조사?관측을 목적으로 조석관측(해수면의 높이관측), 연속조류관측, 층별조류관측(해수층의 표?중?저별 유향유속관측), 수온?염분관측, 해수중의 부유사의 농도 및 입경조사, 해저질조사, 부표추적조사, 소류사의 양 및 방향 관측, 기타 수질관측과 기상관측을 통하여 환경영향평가 및 위치적 타당성을 검토한다.
-흙의 일반적인 성질과 압밀, 침하, 활동현상을 분석하고, 토압의 산정과 구조물의 하중에 대한 지지력을 추적하여 해안보전 시설물, 방파제, 방사제, 호안시설 등 해양구조물의 안정을 위한 합리적인 설계 및 도면작성, 재료선택, 시공 및 시공에 따른 오염물의 확산, 해안건설공사로 인한 생태계의 영향 등을 분석하여 관련 설계기술자(연구?개발)에게 자문해 준다.
고지대 작업(100) · 위험한 상태 노출(93) · 비좁은 업무 공간(90) · 몸을 구부리거나 비틀기(88) · 위험한 장비 노출(86)
Related occupations
산업안전원 및 위험관리원 · 소방공학 기술자 및 연구원
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.
Projected change: +7.6%
Median wage: $109K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
