কপিরাইটার

Name: কপিরাইটার — published AI exposure indices
Creator: AI Changing Work

শিল্প, ডিজাইন, বিনোদন ও মিডিয়া

AI এক্সপোজার

ডেটার উৎস: BLSপ্রকাশকাল: 2026-08
অত্যন্ত উচ্চ· আপেক্ষিক
কমচারটি আপেক্ষিক স্তরঅত্যন্ত উচ্চ
পেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
চারটি আপেক্ষিক স্তর (কম / মাঝারি / উচ্চ / অত্যন্ত উচ্চ)
BLS কর্মসংস্থান পূর্বাভাস সারণির 831টি বিস্তারিত পেশার ভিত্তিতে। মান NEM (ন্যাশনাল এমপ্লয়মেন্ট ম্যাট্রিক্স) কোড অনুযায়ী দেওয়া হয়, তাই একই NEM কোডের পেশাগুলি একই ব্যান্ড পায়
উৎস ডেটাসেট (XLSX ফাইল ডাউনলোড)
ডেটার উৎস: Anthropicপ্রকাশকাল: 2026-03
0.246
0.000এখানে থাকা মানগুলোর পরিসর0.745
স্কেল, ভিত্তি ও উৎস
পর্যবেক্ষিত এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
O*NET টাস্কে ম্যাপ করা
উৎস ডেটাসেট
ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.55
0.09এখানে থাকা মানগুলোর পরিসর0.70
পেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
জেনারেটিভ AI এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
ISCO-08 ইউনিট গ্রুপ — একই কোডের সব পেশা এই মানই পায়
এটি এই সাইটের হিসাব, ILO-এর প্রকাশিত সংখ্যা নয়: এই সাইট ILO ডেটাসেটের সঙ্গে যুক্ত করা ১,০১২টি পেশার মধ্যে 12% এই মানের সমান বা তার বেশি।
উৎস ডেটাসেট

এই উৎস কী ধরনের মান প্রকাশ করে

BLS-এর শ্রেণিবিভাগ একটি আপেক্ষিক র্যাঙ্ক, পরম মাত্রা নয়, এবং এটি সরাসরি পরিমাপও নয়: এটি কয়েকটি প্রকাশিত গবেষণায় পাওয়া পেশার পার্সেন্টাইল র্যাঙ্কগুলিকে চারটি স্তরে ভাগ করে। এটি কর্মসংস্থান বা মজুরির পূর্বাভাস নয়, গ্রহণের সম্ভাবনাও নয়, এবং এটি স্বয়ংক্রিয়তা ও সম্প্রসারণের মধ্যে পার্থক্য করে না।

Task-level exposure

শুধু এক্সপোজার থাকা কাজ

Task	Claude.aiRaw / share %
Edit or rewrite existing copy as necessary, and submit copy for approval by supervisor. 27-3043	0.756031.6
Write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services. 27-3043	0.488320.4
Develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material. 27-3043	0.370815.5
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material. 27-3043	0.17037.1
Write narrative, dramatic, lyric, or other types of poetry for publication. 27-3043	0.14316.0
Write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows. 27-3043	0.10184.3
Vary language and tone of messages based on product and medium. 27-3043	0.09884.1
Write words to fit musical compositions, including lyrics for operas, musical plays, and choral works. 27-3043	0.04952.1
Write to customers in their terms and on their level so that the advertiser's sales message is more readily received. 27-3043	0.03501.5
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material. 27-3043	0.03451.4
Revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers. 27-3043	0.03311.4
Choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events. 27-3043	0.02961.2
Adapt text to accommodate musical requirements of composers and singers. 27-3043	0.02200.9
Plan project arrangements or outlines, and organize material accordingly. 27-3043	0.02160.9
Write fiction or nonfiction prose such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays. 27-3043	0.00810.3
Present drafts and ideas to clients. 27-3043	0.00700.3
Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy. 27-3043	0.00650.3
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products. 27-3043	0.00630.3
Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information. 27-3043	0.00510.2
Collaborate with other writers on specific projects. 27-3043	0.00470.2
Teach writing classes. 27-3043	0.00210.1
আরও 11টি কাজ দেখুন ▾কম দেখুন ▴
Not observed on any surface — 7 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.
Consult with sales, media and marketing representatives to obtain information on product or service and discuss style and length of advertising copy.	—0
Conduct research and interviews to determine which of a product's selling features should be promoted.	—0
Prepare works in appropriate format for publication, and send them to publishers or producers.	—0
Follow appropriate procedures to get copyrights for completed work.	—0
Confer with clients, editors, publishers, or producers to discuss changes or revisions to written material.	—0
Conduct research to obtain factual information and authentic detail, using sources such as newspaper accounts, diaries, and interviews.	—0
Attend book launches and publicity events, or conduct public readings.	—0

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

পেশাগত তথ্য

ILO

আইএলও পেশাগত বিবরণ

Advertising and Marketing Professionals

বিজ্ঞাপন ও বিপণন পেশাজীবী

উৎস: বাংলা পেশার নামসমূহ বাংলাদেশ পরিসংখ্যান ব্যুরো (বিবিএস) প্রকাশিত 'বাংলাদেশ পেশাগত শ্রেণিবিন্যাস (বিএসসিও)-২০২০, ভলিউম-২' থেকে অপরিবর্তিতভাবে উদ্ধৃত। উৎস: https://bbs.gov.bd/pages/static-pages/6922dce2933eb65569e128ee । বিএসসিও-২০২০ আইএলও-এর আইএসসিও-০৮ এর ভিত্তিতে প্রণীত। এই উপস্থাপনা বিবিএস বা আইএলও কর্তৃক প্রস্তুত, পর্যালোচিত বা অনুমোদিত নয়।

মূল উৎস দেখুন অপসারণের অনুরোধ

Advertising and marketing professionals develop and coordinate advertising strategies and campaigns, determine the market for new goods and services, and identify and develop market opportunities for new and existing goods and services.

কার্য

(a) planning, developing and organizing advertising policies and campaigns to support sales objectives;
(b) advising managers and clients on strategies and campaigns to reach target markets, creating consumer awareness and effectively promoting the attributes of goods and services;
(c) writing advertising copy and media scripts, and arranging television and film production and media placement;
(d) collecting and analysing data regarding consumer patterns and preferences;
(e) interpreting and predicting current and future consumer trends;
(f) researching potential demand and market characteristics for new goods and services;
(g) supporting business growth and development through the preparation and execution of marketing objectives, policies and programmes;
(h) commissioning and undertaking market research to identify market opportunities for new and existing goods and services;
(i) advising on all elements of marketing such as product mix, pricing, advertising and sales promotion, selling and distribution channels.

উদাহরণ পেশা

Advertising specialist · Marketing specialist · Market research analyst

পরোক্ষ ম্যাপিং — এই পেশাটি নিয়ম-ভিত্তিক ফলব্যাকের মাধ্যমে ISCO ইউনিট গ্রুপের সঙ্গে যুক্ত।

ISCO-08 2431

Sources: ILO ISCO-08 — details: Credits

ESCO পেশাগত শব্দভাণ্ডার

hospitality revenue managerESCO 2431.9
Hospitality revenue managers maximise revenue generated from facilities such as hotels, holiday resorts and camping grounds by analysing trends and competition. They assist establishment managers in strategic decisions. Hospitality revenue managers analyse and optimise the financial potential of facilities and manage the corresponding staff.
promotion assistantESCO 2431.16
Promotion assistants provide support in the implementation of programs and promotional efforts in points-of-sale. They research and administer all the information required by managers to decide whether promotional programs are required. If so, they support in getting of materials and resources for the promotional action.
online marketerESCO 2431.10.4
Online marketers use e-mail, internet and social media in order to market goods and brands.
network marketerESCO 2431.13
Network marketers apply various marketing strategies, including network marketing strategies to sell products and convince new people to also join in and start selling these products. They use personal relations to attract customers and sell various types of products.
marketeerESCO 2431.10
Marketing consultants advise companies in the development of marketing strategies for specific purposes. They can advise and develop strategies for the entry of a brand in the market, for the re-launch of a product, for the introduction of a new product, or for the positioning of a commercial image. They perform previous studies of the position of the company and perception of customers in order to define the marketing approach.
advertising media buyerESCO 2431.2
Advertising media buyers purchase, on behalf of their clients, advertising space in the print, broadcast and online media. They analyse the effectiveness and appropriateness of the different channels depending on the good or service providing advice for the decision-making. They try to negotiate the best price, without compromising the quality of the advertisements. They support the development and implementation of marketing and advertising plans in the communications part through the most suited media outlet.
marketing assistantESCO 2431.10.3
Marketing assistants support all the efforts and operations carried out by marketing managers and officers. They prepare reports in relation to the marketing operations needed by other departments, especially account and financial divisions. They ensure that resources needed by the managers to perform their job are in place.
membership managerESCO 2431.12
Membership managers oversee and coordinate the membership plan, support existing members and engage with possible new members. They analyse the market trend reports and develop marketing plans accordingly. Membership managers monitor and ensure the efficiency of processes, systems and strategies.
eBusiness managerESCO 2431.10.2
eBusiness managers create and execute a company's electronic strategy plan for selling products and services online. They also improve data integrity, placement of online tools and brand exposure and monitor sales for companies that market products to customers using the internet. They collaborate with the marketing and sales management team using ICT tools to reach sales goals and provide accurate information and offerings to business partners.
market research analystESCO 2431.11
Market research analysts collect the information gathered in the market research and study it to draw conclusions. They define the potential customers of a product, the target group and the way they can be reached. Market research analysts analyse the position of products in the market from different perspectives such as features, prices and competitors. They analyse cross selling and interdependencies between different products and their placement. Market research analysts prepare information helpful for the development of marketing strategies.
client relations managerESCO 2431.6
Client relations managers act as the middle person between a company and its customers. They ensure that the customers are satisfied by providing them with guidance and explanation on their accounts and services received by the company. They also have possible other tasks such as developing plans or delivering proposals.
customer experience managerESCO 2431.8
Customer experience managers monitor customer experiences by creating, evaluating and improving the customer's interaction organisations in the hospitality, recreation or entertainment industry. They develop plans of action to optimise all aspects of the customer's experience. Customer experience managers strive to ensure customer satisfaction and boost company profits.

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

লাইসেন্স: CC BY 4.0 (EU Reuse Notice)

মূল উৎস দেখুন

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.

광고 및 홍보 전문가KNOW K000000872
Job outlook: 증가(18%) 현상유지(9%) 감소(73%)
Wages (10,000 KRW): lower(25%) 4.9K average(50%) 5.7K upper(25%) 9.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 63.8
minacross 461 KNOW occupationsmax
Details
Duties
- - 사업체의 마케팅, 광고, 홍보 전략에 대해 자문한다.
- - 인쇄나 전자매체에 적절한 마케팅, 광고캠페인을 개발하고 실행한다.
- - 특정기업 또는 사업체에 대한 대중의 인식과 이해를 개선하려는 PR프로그램을 연구, 조언한다.
- - 광고주에게 대행사를 효과적으로 알려 광고대행계약을 하고, 광고할 상품이나 용역에 관한 자료를 조사하여 분석하고, 광고주와 협의하여 광고기획서를 작성한다.
- - 광고제작팀과 협의하여 광고기획서를 수정·보완하고 광고주의 의사결정자와 협의하여 광고의 제작방향을 결정한다.
- - 광고제작에 소요되는 예산을 수립·조정한다.
- - 광고대상 상품의 경쟁상황, 시장상황, 판매기간 등에 대한 자료를 조사·분석하고 광고매체에 대한 효과를 분석한다.
- - 광고의 목표를 설정하고, 광고 표현계획과 제작계획을 수립하며, 광고의 제작상황을 감독한다.
- - 제작된 광고를 검토·평가한 후 광고를 실시하며, 시행광고의 효과를 조사·분석한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
행동조정(99) · 설득(99) · 협상(98) · 판단과 의사결정(97) · 모니터링(Monitoring)(97)
Knowledge
영업과 마케팅(91) · 의사소통과 미디어(87) · 사무(86) · 국어(84) · 경영 및 행정(77)
Work environment
재택근무(96) · 다른 사람과의 상호작용(91) · 다른 사람들을 조율하거나 이끌기(91) · 이메일 이용하기(90) · 앉아서 근무(89)
Related occupations
행사·전시 및 회의 기획자 · 상품 기획 전문가 · 조사전문가
상품 기획 전문가KNOW K000000997
Job outlook: 증가(12%) 현상유지(29%) 감소(58%)
Wages (10,000 KRW): lower(25%) 5.4K average(50%) 6.12K upper(25%) 8.625K
minacross 461 KNOW occupationsmax
Job satisfaction: 63.2
minacross 461 KNOW occupationsmax
Details
Duties
- -소비자의 구매 패턴과 소비 유형을 파악한다.
- -소비자의 현재 또는 장래 취향을 조사·분석하여 판매 가능한 상품을 기획·개발한다.
- -시장성 있는 상품을 개발하고, 개발한 상품을 생산하는 제조업체와 매매 조건, 수수료 등을 협의하고 계약을 체결한다.
- -특정상품 및 서비스에 관한 현재의 판매수준, 소비자의 평가 등에 관한 정보를 체계적으로 수집·분석한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
협상(97) · 설득(96) · 창의력(94) · 사람 파악(93) · 글쓰기(93)
Knowledge
영업과 마케팅(91) · 상품 제조 및 공정(86) · 디자인(84) · 경제와 회계(83) · 경영 및 행정(83)
Work environment
재택근무(92) · 다른 사람들을 조율하거나 이끌기(91) · 이메일 이용하기(90) · 다른 사람과의 접촉(90) · 갈등 상황(89)
Related occupations
광고 및 홍보 전문가 · 행사·전시 및 회의 기획자 · 조사전문가
여행상품 개발자KNOW K000001093
Job outlook: 증가(23%) 현상유지(5%) 감소(70%)
Wages (10,000 KRW): lower(25%) 3.5K average(50%) 4.0K upper(25%) 5.908K
minacross 461 KNOW occupationsmax
Job satisfaction: 64.3
minacross 461 KNOW occupationsmax
Details
Duties
- -국내외의 항공, 육로 및 해상 교통편, 요금, 관광명소의 위치, 숙박시설 등에 관한 제반 자료를 토대로 관광 코스와 일정을 기획하고 경비를 산출한다.
- -기획된 코스를 답사하고 문제점을 보완하여 관광 코스를 확정짓는다.
- -고객과의 전화 또는 방문상담을 통하여 고객의 요구를 파악한다.
- -여행상품의 특성과 장점을 소개하고 여행을 권유한다.
- -해외여행의 경우 항공권 예약, 여권발급, 환전 등 여행에 필요한 업무를 대행하기도 한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
서비스 지향(97) · 창의력(94) · 협상(93) · 설득(91) · 사람 파악(91)
Knowledge
역사(94) · 지리(93) · 영업과 마케팅(90) · 영어(90) · 고객서비스(83)
Work environment
불쾌하거나 무례한 사람 상대(95) · 의사결정 권한(92) · 공문, 문서 주고받기(92) · 이메일 이용하기(90) · 다른 사람들을 조율하거나 이끌기(89)
Related occupations
여행 사무원 · 관광 서비스 종사원
행사·전시 및 회의 기획자KNOW K000000955
Job outlook: 증가(3%) 현상유지(38%) 감소(58%)
Wages (10,000 KRW): lower(25%) 4.225K average(50%) 5.0K upper(25%) 7.375K
minacross 461 KNOW occupationsmax
Job satisfaction: 61.5
minacross 461 KNOW occupationsmax
Details
Duties
- -협의회나 회의, 컨벤션 등의 행사 개최를 논의하기 위해 업계협회, 전문협회 및 기타 집단과 만난다.
- -행사의 범위 및 형식을 계획하고 예산을 편성하며 행사 관리 절차 및 진행사항을 수시로 모니터링한다.
- -참가자에 대한 숙박 및 운송, 콘퍼런스 및 기타 시설, 연회, 표시물, 디스플레이, 통역, 비디오ㆍ오디오 장비, 인쇄물 및 보안과 같은 행사서비스를 총괄한다.
- -참가자의 등록을 조직화하고 프로그램 및 홍보자료를 준비하고 행사를 선전한다.
- -행사에 필요한 행사 지원자를 고용하고 교육시키며 감독한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
시간 관리(99) · 재정 관리(99) · 협상(98) · 창의력(98) · 행동조정(97)
Knowledge
영업과 마케팅(91) · 사무(88) · 의사소통과 미디어(87) · 디자인(86) · 영어(85)
Work environment
다른 사람들을 조율하거나 이끌기(95) · 다른 사람과의 상호작용(94) · 외부 고객 대하기(91) · 갈등 상황(91) · 이메일 이용하기(88)
Related occupations
광고 및 홍보 전문가 · 상품 기획 전문가 · 조사전문가
조사전문가KNOW K000001139
Job outlook: 증가(7%) 현상유지(13%) 감소(80%)
Wages (10,000 KRW): lower(25%) 4.675K average(50%) 6.0K upper(25%) 8.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 66.3
minacross 461 KNOW occupationsmax
Details
Duties
- -조사방법론을 토대로 설문조사나 인터뷰, 좌담회와 같은 자료수집 방식을 설계한다.
- -조사를 수행하는 면접원이나 조사원을 교육하거나 실사관리자를 감독하기도 한다.
- -조사를 의뢰하는 기업고객의 상품이나 서비스의 마케팅 전략을 수립하기 위하여 소비자를 대상으로 설문조사나 인터뷰 등을 수행한다.
- -정치현안조사, 선거조사, 공공정책 개발 및 평가 관련 조사, 가치관, 태도 또는 의견 등 사회조사에 대한 조사업무를 수행한다.
- -결과보고서를 작성하며, 의뢰인에게 발표하기도 한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
글쓰기(99) · 듣고 이해하기(96) · 읽고 이해하기(95) · 논리적 분석(95) · 협상(95)
Knowledge
사무(82) · 영업과 마케팅(82) · 국어(78) · 사회와 인류(77) · 심리(71)
Work environment
재택근무(99) · 마감시간(92) · 이메일 이용하기(90) · 외부 고객 대하기(89) · 앉아서 근무(88)
Related occupations
광고 및 홍보 전문가 · 행사·전시 및 회의 기획자 · 상품 기획 전문가
여행 사무원KNOW K000001187
Job outlook: 증가(9%) 현상유지(16%) 감소(73%)
Wages (10,000 KRW): lower(25%) 3.075K average(50%) 3.5K upper(25%) 4.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 58.7
minacross 461 KNOW occupationsmax
Details
Duties
- -고객의 요구에 맞는 여행상품을 추천하고, 상품별 비용 등 각종 자료를 제시한다.
- -숙박시설 예약, 교통편 예약 등 여행에 따르는 대행 업무를 준비하고 여행일정을 계획한다.
- -행선지, 교통편, 여행일정, 경비, 숙박시설을 고객과 협의·결정한다.
- -단체여행을 계획하고 명시하여 판매한다.
- -여행 출발 전 여행지에 관한 자료를 고객에게 제공한다.
- -여행경비를 계산하거나 단체여행의 비용을 견적한다.
- -고객 운송수단 및 숙박시설을 예약한다.
- -수송이나 관광지 출입을 위한 티켓을 구입하고 요금을 수급한다.
- -여행상품에 관한 고객 불만사항을 해결한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
서비스 지향(97) · 사람 파악(91) · 설득(86) · 말하기(85) · 읽고 이해하기(72)
Knowledge
영업과 마케팅(86) · 상담(84) · 고객서비스(84) · 영어(83) · 사무(82)
Work environment
외부 고객 대하기(92) · 재택근무(87) · 갈등 상황(86) · 앉아서 근무(82) · 불쾌하거나 무례한 사람 상대(82)
Related occupations
여행상품 개발자 · 관광 서비스 종사원
관광 서비스 종사원KNOW K000001203
Job outlook: 증가(10%) 현상유지(47%) 감소(43%)
Wages (10,000 KRW): lower(25%) 2.8K average(50%) 3.3K upper(25%) 4.1K
minacross 461 KNOW occupationsmax
Job satisfaction: 64.9
minacross 461 KNOW occupationsmax
Details
Duties
- -관광객을 위한 교통, 숙박, 레크레이션 및 기타 일정을 계획·조정한다.
- -여행경로와 일정 및 관광에 필요한 전반적인 안내와 소개를 한다.
- -역사적 유물, 유적지 및 명소 등에 관해 설명한다.
- -방문, 견학, 사업 등 여러 가지 목적으로 해외의 여러 곳을 여행하고자 하는 여행객을 위해 경제적이고 안전하며 보람된 여행이 되도록 계획, 교육, 관리한다.
- -출발에서 귀국까지의 모든 여정을 계획, 검토, 분석하여 효율성을 높인다.
- -국가별 행사, 숙식, 관광, 여행일정 등을 현지에서 현지사정에 맞도록 관리한다.
- -사전에 예약된 외국인 관광객을 공항으로 마중 나가 관광일정을 개략적으로 설명하며 여행비를 산출하고 일정표를 작성한다.
- -관광지를 안내하며 환전, 호텔, 택시 이용 등 입국에서부터 출국에 이르기까지 외국 관광객에게 다양한 편의와 도움을 제공한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
서비스 지향(94) · 말하기(88) · 사람 파악(76) · 행동조정(72) · 시간 관리(69)
Knowledge
역사(87) · 고객서비스(82) · 영어(78) · 지리(72) · 상담(69)
Work environment
치열한 경쟁(96) · 외부 고객 대하기(95) · 주말 및 공휴일 근무(94) · 이미지/평판/재정에 미치는 영향력(89) · 다른 사람과 신체적 접촉(86)
Related occupations
여행상품 개발자 · 여행 사무원

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.

এই পেশা সংক্রান্ত সাম্প্রতিক পরিবর্তন

জুল ২০২৫: Brookings (Hui & Reshef, Jul 2025): freelancers in text-heavy services exposed to ChatGPT saw about 2% fewer new monthly contracts and a roughly 5% drop in monthly earnings, with experienced, higher-priced freelancers hit hardest.

[সূত্র: Brookings Institution (Hui & Reshef, 2025)]

These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.