কম্পিউটার সিস্টেম বিশ্লেষক
কম্পিউটার ও গণিতAI এক্সপোজার
- ডেটার উৎস: BLSপ্রকাশকাল: 2026-08
অত্যন্ত উচ্চ· আপেক্ষিক
কমচারটি আপেক্ষিক স্তরঅত্যন্ত উচ্চপেশা-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
- ডেটার উৎস: Anthropicপ্রকাশকাল: 2026-03
0.276
0.000এখানে থাকা মানগুলোর পরিসর0.745স্কেল, ভিত্তি ও উৎস
- ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.49
0.09এখানে থাকা মানগুলোর পরিসর0.70পেশা-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 21% এই মানের সমান বা তার বেশি।
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 % |
|---|---|---|
Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.15-1121 | 0.534825.5 | 0.23369.3 |
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.15-1121 | 0.470222.5 | 0.907336.1 |
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.15-1121 | 0.441221.1 | 0.563522.4 |
Assess the usefulness of pre-developed application packages and adapt them to a user environment.15-1121 | 0.321915.4 | 0.411916.4 |
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.15-1121 | 0.10334.9 | 0.04761.9 |
Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.15-1121 | 0.05652.7 | 0.02120.8 |
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.15-1121 | 0.04592.2 | 0.18177.2 |
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.15-1121 | 0.02621.3 | 0.01380.5 |
Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.15-1121 | 0.02401.1 | 0.05962.4 |
Recommend new equipment or software packages.15-1121 | 0.01640.8 | 0.00410.2 |
| Not observed on any surface — 14 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. | ||
Coordinate and link the computer systems within an organization to increase compatibility and so information can be shared. | —0 | —0 |
Consult with management to ensure agreement on system principles. | —0 | —0 |
Expand or modify system to serve new purposes or improve work flow. | —0 | —0 |
Train staff and users to work with computer systems and programs. | —0 | —0 |
Develop, document and revise system design procedures, test procedures, and quality standards. | —0 | —0 |
Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects. | —0 | —0 |
Interview or survey workers, observe job performance or perform the job to determine what information is processed and how it is processed. | —0 | —0 |
Translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques. | —0 | —0 |
Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists. | —0 | —0 |
Design, conduct, or provide support to nursing informatics research. | —0 | —0 |
Develop strategies, policies or procedures for introducing, evaluating or modifying information technology applied to nursing practice, administration, education, or research. | —0 | —0 |
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics. | —0 | —0 |
Provide consultation to nurses regarding hardware or software configuration. | —0 | —0 |
Inform local, state, national and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development and economics. | —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 |
|---|---|
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.O*NET Task ID 3465 | 1.0 |
Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.O*NET Task ID 3466 | 1.0 |
Expand or modify system to serve new purposes or improve work flow.O*NET Task ID 3470 | 1.0 |
Determine computer software or hardware needed to set up or alter system.O*NET Task ID 3472 | 1.0 |
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.O*NET Task ID 3474 | 1.0 |
Assess the usefulness of pre-developed application packages and adapt them to a user environment.O*NET Task ID 3475 | 1.0 |
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.O*NET Task ID 3476 | 1.0 |
Develop, document, and revise system design procedures, test procedures, and quality standards.O*NET Task ID 3477 | 1.0 |
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.O*NET Task ID 3478 | 1.0 |
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.O*NET Task ID 3480 | 1.0 |
Consult with management to ensure agreement on system principles.O*NET Task ID 3469 | 0.0 |
Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.O*NET Task ID 3471 | 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