ব্যবসায় ধারাবাহিকতা পরিকল্পনাকারী
ব্যবসা ও অর্থAI 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
0.185
0.000এখানে থাকা মানগুলোর পরিসর0.745স্কেল, ভিত্তি ও উৎস
- ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.42
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 33% 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 % |
|---|---|---|
Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.13-1199 | 0.210028.4 | 0.430051.2 |
Create or distribute offline promotional material, such as brochures, pamphlets, business cards, stationary, or signage.13-1199 | 0.130017.6 | 0.03003.6 |
Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.13-1199 | 0.090012.2 | 0.130015.5 |
Develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.13-1199 | 0.080010.8 | 0.01001.2 |
Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.13-1199 | 0.06008.1 | 0.05006.0 |
Create or administer training and awareness presentations or materials.13-1199 | 0.03004.1 | 0.01001.2 |
Provide system design and integration recommendations.13-1199 | 0.03004.1 | 0.00000.0 |
Create or maintain database of customer accounts.13-1199 | 0.02002.7 | 0.04004.8 |
Devise, select, or purchase domain name and web address.13-1199 | 0.02002.7 | 0.00000.0 |
Perform risk analyses so that appropriate countermeasures can be developed.13-1199 | 0.01001.4 | 0.06007.1 |
Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.13-1199 | 0.00000.0 | 0.00000.0 |
Determine and set product prices.13-1199 | 0.00000.0 | 0.00000.0 |
Investigate sources, such as auctions, estate sales, liquidators, wholesalers, or trade shows for new items, used items, or collectibles.13-1199 | 0.00000.0 | 0.00000.0 |
Investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.13-1199 | 0.00000.0 | 0.00000.0 |
Calculate purchase subtotals, taxes, and shipping costs for submission to customers.13-1199 | 0.00000.0 | 0.00000.0 |
Maintain and update organization information technology applications and network systems blueprints.13-1199 | 0.00000.0 | 0.00000.0 |
Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions.13-1199 | 0.00000.0 | 0.00000.0 |
Develop or review specifications for design or construction of security systems.13-1199 | 0.00000.0 | 0.00000.0 |
Prepare documentation for case reports or court proceedings.13-1199 | 0.00000.0 | 0.00000.0 |
Recommend improvements in security systems or procedures.13-1199 | 0.00000.0 | 0.00000.0 |
Review design drawings or technical documents for completeness, correctness, or appropriateness.13-1199 | 0.00000.0 | 0.00000.0 |
Determine location for product listings to maximize exposure to online traffic.13-1199 | 0.00000.0 | —0 |
Compose images of products, using video or still cameras, lighting equipment, props, or photo or video editing software.13-1199 | 0.00000.0 | —0 |
Provide technical or administrative support for sustainability programs or issues.13-1199 | 0.00000.0 | —0 |
Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.13-1199 | 0.00000.0 | —0 |
Design, implement, or establish requirements for security systems, video surveillance, motion detection, or closed-circuit television systems to ensure proper installation and operation.13-1199 | 0.00000.0 | —0 |
Develop conceptual designs of security systems.13-1199 | 0.00000.0 | —0 |
Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives. | —0 | 0.00000.0 |
Assess the nature and level of physical security threats so that the scope of the problem can be determined. | —0 | 0.00000.0 |
| Not observed on any surface — 55 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. | ||
Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations. | —0 | —0 |
Establish, maintain, or test call trees to ensure appropriate communication during disaster. | —0 | —0 |
Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods. | —0 | —0 |
Create business continuity and disaster recovery budgets. | —0 | —0 |
Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity. | —0 | —0 |
Test documented disaster recovery strategies and plans. | —0 | —0 |
Review existing disaster recovery, crisis management, or business continuity plans. | —0 | —0 |
Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements. | —0 | —0 |
Develop disaster recovery plans for physical locations with critical assets, such as data centers. | —0 | —0 |
Create scenarios to reestablish operations from various types of business disruptions. | —0 | —0 |
Conduct or oversee contingency plan integration and operation. | —0 | —0 |
Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance. | —0 | —0 |
Identify individual or transaction targets to direct intelligence collection. | —0 | —0 |
Conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber attack, terrorism, and infrastructure failure. | —0 | —0 |
Review and revise sustainability proposals or policies. | —0 | —0 |
Research or review regulatory, technical, or market issues related to sustainability. | —0 | —0 |
Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies. | —0 | —0 |
Identify or create new sustainability indicators. | —0 | —0 |
Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects. | —0 | —0 |
Identify or procure needed resources to implement sustainability programs or projects. | —0 | —0 |
Create or maintain plans or other documents related to sustainability projects. | —0 | —0 |
Develop reports or presentations to communicate the effectiveness of sustainability initiatives. | —0 | —0 |
Collect information about waste stream management or green building practices to inform decision makers. | —0 | —0 |
Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling. | —0 | —0 |
Develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals. | —0 | —0 |
Order or purchase merchandise to maintain optimal inventory levels. | —0 | —0 |
Maintain inventory of shipping supplies, such as boxes, labels, tape, bubble wrap, loose packing materials, or tape guns. | —0 | —0 |
Disclose merchant information and terms and policies of transactions in online or offline materials. | —0 | —0 |
Deliver e-mail confirmation of completed transactions and shipment. | —0 | —0 |
Create, manage, or automate orders or invoices, using order management or invoicing software. | —0 | —0 |
Collaborate with search engine shopping specialists to place marketing content in desired online locations. | —0 | —0 |
Cancel orders based on customer requests or inventory or delivery problems. | —0 | —0 |
Fill customer orders by packaging sold items and documentation for direct shipping or by transferring orders to manufacturers or third-party distributors. | —0 | —0 |
Measure and analyze Web site usage data to maximize search engine returns or refine customer interfaces. | —0 | —0 |
Receive and process payments from customers, using electronic transaction services. | —0 | —0 |
Purchase new or used items from online or physical sources for resale via retail or auction Web site. | —0 | —0 |
Participate in online forums or conferences to stay abreast of online retailing trends, techniques, or security threats. | —0 | —0 |
Transfer digital media, such as music, video, or software, to customers via the Internet. | —0 | —0 |
Select and purchase technical web services, such as web hosting services, online merchant accounts, shopping cart software, payment gateway software, or spyware. | —0 | —0 |
Initiate online auctions through auction hosting sites or auction management software. | —0 | —0 |
Implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls. | —0 | —0 |
Budget and schedule security design work. | —0 | —0 |
Conduct security audits to identify potential vulnerabilities related to physical security or staff safety. | —0 | —0 |
Design security policies, programs, or practices to ensure adequate security relating to alarm response, access card use, and other security needs. | —0 | —0 |
Inspect fire, intruder detection, or other security systems. | —0 | —0 |
Inspect physical security design features, installations, or programs to ensure compliance with applicable standards or regulations. | —0 | —0 |
Interview witnesses or suspects to identify persons responsible for security breaches or to establish losses, pursue prosecutions, or obtain restitution. | —0 | —0 |
Monitor tapes or digital recordings to identify the source of losses. | —0 | —0 |
Monitor the work of contractors in the design, construction, and startup phases of security systems. | —0 | —0 |
Outline system security criteria for pre-bid meetings with clients and companies to ensure comprehensiveness and appropriateness for implementation. | —0 | —0 |
Prepare, maintain, or update security procedures, security system drawings, or related documentation. | —0 | —0 |
Respond to emergency situations on an on-call basis. | —0 | —0 |
Test security measures for final acceptance and implement or provide procedures for ongoing monitoring and evaluation of the measures. | —0 | —0 |
Train personnel in security procedures or use of security equipment. | —0 | —0 |
Engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems. | —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 |
|---|---|
Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.O*NET Task ID 15947 | 1.0 |
Establish, maintain, or test call trees to ensure appropriate communication during disaster.O*NET Task ID 15951 | 1.0 |
Create or administer training and awareness presentations or materials.O*NET Task ID 15954 | 1.0 |
Maintain and update organization information technology applications and network systems blueprints.O*NET Task ID 15948 | 0.5 |
Interpret government regulations and applicable codes to ensure compliance.O*NET Task ID 15949 | 0.5 |
Identify individual or transaction targets to direct intelligence collection.O*NET Task ID 15950 | 0.5 |
Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.O*NET Task ID 15952 | 0.5 |
Create business continuity and disaster recovery budgets.O*NET Task ID 15953 | 0.5 |
Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity.O*NET Task ID 15955 | 0.5 |
Test documented disaster recovery strategies and plans.O*NET Task ID 15956 | 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