AI এক্সপোজার

ডেটার উৎস: BLSপ্রকাশকাল: '26.08
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: '26.03
0.332
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: '25
0.57
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 7% 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 %	APIRaw / share %
Train users and answer questions. 15-1242	0.060037.5	0.00000.0
Provide technical support to junior staff or clients. 15-1242	0.040025.0	0.00000.0
Modify existing databases and database management systems or direct programmers and analysts to make changes. 15-1242	0.030018.8	0.070050.0
Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions. 15-1242	0.030018.8	0.020014.3
Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software. 15-1242	0.00000.0	0.00000.0
Test changes to database applications or systems. 15-1242	0.00000.0	0.00000.0
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records. 15-1242	0.00000.0	—0
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. 15-1242	0.00000.0	—0
Test programs or databases, correct errors, and make necessary modifications.	—0	0.040028.6
Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.	—0	0.01007.1
Not observed on any surface — 8 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.
Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.	—0	—0
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.	—0	—0
Specify users and user access levels for each segment of database.	—0	—0
Review procedures in database management system manuals to make changes to database.	—0	—0
Select and enter codes to monitor database performance and to create production databases.	—0	—0
Plan and install upgrades of database management system software to enhance database performance.	—0	—0
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.	—0	—0
Revise company definition of data as defined in data dictionary.	—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
Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information. O*NET Task ID 1298	1.0
Modify existing databases and database management systems or direct programmers and analysts to make changes. O*NET Task ID 1299	1.0
Test programs or databases, correct errors, and make necessary modifications. O*NET Task ID 1300	1.0
Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. O*NET Task ID 1301	1.0
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases. O*NET Task ID 1302	1.0
Specify users and user access levels for each segment of database. O*NET Task ID 1305	1.0
Develop data model describing data elements and how they are used, following procedures and using pen, template, or computer software. O*NET Task ID 1306	1.0
Review procedures in database management system manuals to make changes to database. O*NET Task ID 1309	1.0
Select and enter codes to monitor database performance and to create production database. O*NET Task ID 1311	1.0
Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions. O*NET Task ID 1313	1.0
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records. O*NET Task ID 1314	1.0
Revise company definition of data as defined in data dictionary. O*NET Task ID 1315	1.0
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. O*NET Task ID 21648	1.0
Plan and install upgrades of database management system software to enhance database performance. O*NET Task ID 21649	1.0
Provide technical support to junior staff or clients. O*NET Task ID 21650	1.0
Test changes to database applications or systems. O*NET Task ID 21651	1.0
Train users and answer questions. O*NET Task ID 1303	0.5
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. O*NET Task ID 1312	0.5
আরও 8টি কাজ দেখুন ▾কম দেখুন ▴

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

EU

ILO

KR

US

ILO occupational description

Database Designers and Administrators

ডাটাবেইজ ডিজাইনার ও প্রশাসক

Source: 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 (CC BY 4.0) এর ভিত্তিতে প্রণীত। এই উপস্থাপনা বিবিএস বা আইএলও কর্তৃক প্রস্তুত, পর্যালোচিত বা অনুমোদিত নয়।

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Database designers and administrators design, develop, control, maintain and support the optimal performance and security of databases.

Tasks

(a) designing and developing database architecture, data structures, tables, dictionaries and naming conventions for information systems projects;
(b) designing, constructing, modifying, integrating, implementing and testing database management systems;
(c) conducting research and providing advice on the selection, application and implementation of database management tools;
(d) developing and implementing data administration policy, documentation, standards and models;
(e) developing policies and procedures for database access and usage and for the backup and recovery of data;
(f) performing the operational establishment and preventive maintenance of backups, recovery procedures, and enforcing security and integrity controls.

Example occupations

Data administrator · Database administrator · Database analyst · Database architect

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

ISCO-08 2521

Sources: ILO ISCO-08 (CC BY 4.0) — details: Credits

KEIS'25

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.

데이터 시스템 전문가KNOW K000001134
Job outlook: 증가(27%) 현상유지(27%) 감소(46%)
Wages (10,000 KRW): lower(25%) 6.375K average(50%) 7.35K upper(25%) 10.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 74.1
minacross 461 KNOW occupationsmax
Details
Duties
- -데이터베이스의 사용자를 등록 관리하고 모니터링을 실시한다.
- -데이터베이스의 자료에 대한 백업 및 복구절차를 마련하고 백업 주기에 따른 데이터의 백업을 실시한다.
- -데이터베이스의 보안 정책을 수립하고, 이에 따른 보안 관리를 준수해 나간다.
- -데이터베이스의 성능을 모니터링하고, 성능 향상을 위한 시스템 튜닝을 실시하여 최대 성능을 유지시켜 나간다.
- -데이터베이스 시스템의 고장 및 사용상의 문제가 발생 되었을 시, 신속히 원인을 파악하여 이를 최단 복구시킨다.
- -데이터베이스 시스템의 기술적, 환경적 변화의 추세에 따른 지속적인 시스템의 업그레이드를 계획하고 이를 추진한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
전산(99) · 기술 설계(99) · 기술 분석(99) · 범주화(99) · 문제 해결(98)
Knowledge
컴퓨터와 전자공학(89) · 영어(78) · 산수와 수학(78) · 통신(78) · 공학과 기술(72)
Work environment
재택근무(97) · 자동화 정도(96) · 정확성, 정밀성 유지(95) · 실수의 심각성(86) · 앉아서 근무(86)
Related occupations
데이터분석가(빅데이터분석가)
데이터분석가(빅데이터분석가)KNOW K000001080
Job outlook: 증가(33%) 현상유지(7%) 감소(60%)
Wages (10,000 KRW): lower(25%) 5.0K average(50%) 6.1K upper(25%) 10.25K
minacross 461 KNOW occupationsmax
Job satisfaction: 70.4
minacross 461 KNOW occupationsmax
Details
Duties
- -분석 목표에 따라 데이터의 분석 방법을 기획한다.
- -분석할 데이터 자원을 수집한다.
- -대용량의 데이터를 처리하는 플랫폼을 활용하여 처리·분석한다.
- -분석 방법에 따라 마이닝, 네트워크 분석, 복잡계기법 분석, 클러스터 분석 등을 활용한다.
- -프로그램을 사용하여 분석 결과를 시각화한다.
- -데이터와 관련된 새로운 기술, 유행, 트렌드 등을 수시로 파악한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
추리력(99) · 기술 분석(99) · 전산(99) · 논리적 분석(99) · 수리력(99)
Knowledge
산수와 수학(93) · 컴퓨터와 전자공학(87) · 영어(75) · 공학과 기술(72) · 사무(63)
Work environment
재택근무(98) · 앉아서 근무(91) · 연설, 발표, 회의하기(84) · 이메일 이용하기(82) · 자동화 정도(82)
Related occupations
데이터 시스템 전문가

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 ২০২৬: ADP/Stanford linked postings-payroll study of ~7,000 IT workers (2019-2025) identifies "design databases" as one of 8 activities associated with higher wages, while "monitor operation of computer or information technologies" is among 6 associated with lower wages. Effect sizes were not published.

[সূত্র: ADP Research / Stanford Digital Economy Lab, Unbundling Jobs (July 2026)]

ডেটাবেস প্রশাসক

AI এক্সপোজার

Task-level exposure

Occupation information

ILO occupational description

ESCO occupational vocabulary

এই পেশা সংক্রান্ত সাম্প্রতিক পরিবর্তন