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.
Advise clients about proper clothing and shoes.Details
39-9031
0.040080.0
0.00000.0
Observe participants and inform them of corrective measures necessary for skill improvement.Details
39-9031
0.010020.0
0.00000.0
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
Promote health clubs through membership sales, and record member information.Details
O*NET Task ID 4573
0.5
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
Fitness and Recreation Instructors and Programme Leaders
Fitness and recreation instructors and programme leaders lead, guide and instruct groups and individuals in recreational, fitness or outdoor adventure activities.
Tasks
(a) planning and carrying out recreational and fitness activities;
(b) monitoring recreational, sports or fitness activities to ensure safety and provide emergency or first aid assistance when required;
(c) evaluating and monitoring clients’ abilities and fitness and recommending activities;
(d) demonstrating and teaching body movements, concepts and skills used in fitness routines and recreational activities;
(e) instructing in the use of equipment;
(f) explaining and enforcing safety procedures, rules and regulations.
Horse riding instructors advise and guide individuals and groups on riding horses. They conduct lessons and teach the techniques of horse riding including stopping, making turns, show-riding and jumping. They motivate their clients and help improve their performance.
activity leaderESCO 3423.1
Activity leaders provide recreational services to people and children on vacation. They organise activities such as games for children, sport competitions, cycling tours, shows and museum visits. Recreational animators also advertise their activities, manage the available budget for each event and consult their colleagues.
sport therapistESCO 3423.2.4
Sport therapists program and supervise rehabilitation exercises for individuals and groups. They work with individuals that have chronic health conditions or are at high risk of developing them. They communicate with medical and healthcare professionals about participants' conditions using correct medical terminology, and with an understanding of the standard treatment options for an individual’s condition. Sport therapists take a holistic approach to the wellness of their clients that includes advising on lifestyle, food or time management. They do not have a medical background and do not require medical qualifications.
Pilates teacherESCO 3423.2.3
Pilates teachers plan, teach, and adapt exercises based on the work and principles of Joseph Pilates. They collect and analyse information for each client to ensure that programmes are safe, appropriate and effective. They apply the principles of Pilates through the planning and teaching of supportive, non-competitive lesson. They motivate and encourage clients to ensure their adherence to regular sessions.
assistant outdoor animatorESCO 3423.1.2.1
Assistant outdoor animators assist in planning outdoor activities, outdoor risk assessment and equipment monitoring. They manage the outdoor resources and groups. Assistant outdoor animators may help with office administration and maintenance hence they may work indoors.
survival instructorESCO 3423.1.2.2.1
Survival instructors guide groups into vast, natural areas, and assist them in a self-directed instruction of basic survival needs without any comfort facilities or modern gear to fall back on. They coach the participants into mastering survival skills such as fire making, producing primitive equipment, shelter construction and procurement of water and nourishment. They ensure the participants are aware of certain safety measures without diminishing the level of adventure, of environment protection and of risk management. They encourage efforts of leadership from the group and mentor the participants individually so as to push their limits responsibly and help overcome potential fears.
outdoor activities instructorESCO 3423.1.2.2
Outdoor activities instructors organise and lead recreational outdoor trips through which the participants learn skills such as hiking, climbing, skiing, snowboarding, canoeing, rafting, rope course climbing etc. They also provide team-building exercises and activity workshops for disadvantaged participants. They ensure the safety of the participants and the equipment and explain safety measures for the participants to understand themselves as well. Outdoor activities instructors should be prepared to deal with the consequences of bad weather conditions, accidents and should responsibly manage possible anxiety from participants concerning certain activities.
outdoor animatorESCO 3423.1.2
Outdoor animators are responsible for planning and organising outdoor activities. They may at times be involved in aspects of administration, front office tasks and tasks related to the activity base and maintenance of equipment. The workplace of an outdoor animator is mostly “in the field”, but can also take place indoors.
outdoor activities coordinatorESCO 3423.1.1
Outdoor activities coordinators organise and manage work programmes and resources (especially staff) to deliver the organisation’s products and services. They supervise and manage staff. They might train and develop the staff, or the planning and management of this process through others. They are highly aware of their responsibilities towards clients, technical issues, environmental issues, and safety issues. The role of an outdoor animation coordinator/supervisor is often “in the field”, but there may also be aspects of management and administration.
mountain guideESCO 3423.4
Mountain guides assist visitors, interpret natural heritage and provide information and guidance to tourists on mountain expeditions. They support visitors with activities such as hiking, climbing and skiing in addition to ensuring their safety through monitoring both weather and health conditions.
leisure attendantESCO 3423.2.1
Leisure attendants promote health and fitness participation for new and existing members. They provide a clean, safe and friendly environment that promotes regular member attendance and satisfaction. They are source of information and encouragement for all members and actively assist fitness instructors and other workers wherever possible.
specialised outdoor animatorESCO 3423.1.2.3
Specialised outdoor animators plan, organise, and safely deliver outdoor animator activities. They may also support one or more assistant outdoor animators, and be involved in aspects of administration, front office tasks and tasks related to activity base and equipment maintenance. They work with demanding clients, in terms of either their particular needs, abilities or disabilities or at the higher levels of skill and hazardous environments or conditions. The workplace of a specialised outdoor animator is mostly “in the field” and with the participants/clients, but, in some specific situations/activities, it can also be indoors.
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.
컴퓨터와 전자공학(91) · 의사소통과 미디어(79) · 통신(78) · 심리(68) · 교육 및 훈련(61)
Work environment
규칙적인 근무(100) · 치열한 경쟁(100) · 이미지/평판/재정에 미치는 영향력(100) · 의사결정 가능성(98) · 이미지/평판/재정에 미치는 강도(97)
Related occupations
직업 운동선수 · 스포츠강사 및 트레이너 · 레크리에이션전문가 · 스포츠 감독 및 코치
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: +7.3%
Median wage: $47K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
Employment: 388K
Typical entry-level education: High school diploma or equivalent
