Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.Details
17-2161
0.0100100.0
0.0400100.0
Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.Details
17-2161
0.00000.0
—0
Not observed on any surface — 18 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.
Examine accidents to obtain data for use in design of preventive measures.Details
—0
—0
Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.Details
—0
—0
Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.Details
—0
—0
Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.Details
—0
—0
Design or oversee construction or operation of nuclear reactors, power plants, or nuclear fuels reprocessing and reclamation systems.Details
—0
—0
Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.Details
—0
—0
Initiate corrective actions or order plant shutdowns in emergency situations.Details
—0
—0
Recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results.Details
—0
—0
Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.Details
—0
—0
Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.Details
—0
—0
Direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards.Details
—0
—0
Conduct environmental studies on topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.Details
—0
—0
Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.Details
—0
—0
Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.Details
—0
—0
Direct environmental compliance activities associated with nuclear plant operations or maintenance.Details
—0
—0
Design or direct nuclear research projects to develop, test, modify, or discover new uses for theoretical models.Details
—0
—0
Consult with other scientists to determine parameters of experimentation or suitability of analytical models.Details
—0
—0
Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.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
Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.Details
O*NET Task ID 5384
1.0
Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.Details
O*NET Task ID 5387
1.0
Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.Details
O*NET Task ID 19640
1.0
Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.Details
O*NET Task ID 20956
1.0
Design or direct nuclear research projects to develop, test, modify, or discover new uses for theoretical models.Details
O*NET Task ID 20957
1.0
Examine accidents to obtain data for use in design of preventive measures.Details
O*NET Task ID 5379
0.5
Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.Details
O*NET Task ID 5380
0.5
Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.Details
O*NET Task ID 5381
0.5
Design or oversee construction or operation of nuclear reactors, power plants, or nuclear fuels reprocessing and reclamation systems.Details
O*NET Task ID 5383
0.5
Recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results.Details
O*NET Task ID 5386
0.5
Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.Details
O*NET Task ID 5388
0.5
Conduct environmental studies on topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.Details
O*NET Task ID 19639
0.5
Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.Details
O*NET Task ID 19641
0.5
Direct environmental compliance activities associated with nuclear plant operations or maintenance.Details
O*NET Task ID 19642
0.5
Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.Details
O*NET Task ID 19643
0.5
Consult with other scientists to determine parameters of experimentation or suitability of analytical models.Details
O*NET Task ID 20958
0.5
Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.Details
O*NET Task ID 20959
0.5
Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.Details
O*NET Task ID 5382
0.0
Initiate corrective actions or order plant shutdowns in emergency situations.Details
O*NET Task ID 5385
0.0
Direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards.Details
O*NET Task ID 5389
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
Occupation information
ILO occupational description
Engineering Professionals Not Elsewhere Classified
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.
Tasks
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.
Source: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: +0.4%
Median wage: $134K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
