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 % |
|---|---|
Provide system design and integration recommendations.13-1199 | 0.120518.9 |
Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.13-1199 | 0.06279.8 |
Implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls.13-1199 | 0.04416.9 |
Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.13-1199 | 0.03435.4 |
Recommend improvements in security systems or procedures.13-1199 | 0.03355.3 |
Compose images of products, using video or still cameras, lighting equipment, props, or photo or video editing software.13-1199 | 0.03295.2 |
Design security policies, programs, or practices to ensure adequate security relating to issues such as protection of assets, alarm response, and access card use.13-1199 | 0.02524.0 |
Perform risk analyses so that appropriate countermeasures can be developed.13-1199 | 0.02243.5 |
Provide advice on transportation options, types of carriers, or shipping routes.13-1199 | 0.02163.4 |
Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.13-1199 | 0.01993.1 |
| Not observed on any surface — 88 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. | |
Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters. | —0 |
Perform tests such as blower-door tests to locate air leaks. | —0 |
Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system. | —0 |
Prepare audit reports containing energy analysis results or recommendations for energy cost savings. | —0 |
Analyze technical feasibility of energy saving measures using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems. | —0 |
Calculate potential for energy savings. | —0 |
Collect and analyze field data related to energy usage. | —0 |
Compare existing energy consumption levels to normative data. | —0 |
Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs. | —0 |
Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy efficient appliances. | —0 |
Identify and prioritize energy saving measures. | —0 |
Quantify energy consumption to establish baselines for energy use or need. | —0 |
Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low flow showerheads to improve energy efficiency. | —0 |
Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades. | —0 |
Recommend energy efficient technologies or alternate energy sources. | —0 |
Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods. | —0 |
Identify any health or safety issues related to planned weatherization projects. | —0 |
Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications. | —0 |
Verify income eligibility of participants in publicly financed weatherization programs. | —0 |
Review design drawings or technical documents for completeness, correctness, or appropriateness. | —0 |
Budget and schedule security design work. | —0 |
Respond to emergency situations on an on-call basis. | —0 |
Train personnel in security procedures or use of security equipment. | —0 |
Monitor the work of contractors in the design, construction, and startup phases of security systems. | —0 |
Inspect security design features, installations, or programs to ensure compliance with applicable standards or regulations. | —0 |
Inspect fire, intruder detection, or other security systems. | —0 |
Conduct security audits to identify potential vulnerabilities related to physical security, staff safety, or asset protection. | —0 |
Design or implement or establish requirements for security systems, video surveillance, motion detection, or closed-circuit television systems to ensure proper installation and operation. | —0 |
Outline system security criteria for pre-bid meetings with clients and companies to ensure comprehensiveness and appropriateness for implementation. | —0 |
Test security measures for final acceptance and implement or provide procedures for ongoing monitoring and evaluation of the measures. | —0 |
Monitor tapes or digital recordings to identify the source of losses. | —0 |
Interview witnesses or suspects to identify persons responsible for security breaches, establish losses, pursue prosecutions, or obtain restitution. | —0 |
Sign documents on behalf of clients, using powers of attorney. | —0 |
Post bonds for the products being imported or assist clients in obtaining bonds. | —0 |
Insure cargo against loss, damage, or pilferage. | —0 |
Obtain line releases for frequent shippers of low-risk commodities, high-volume entries, or multiple-container loads. | —0 |
Contract with freight forwarders for destination services. | —0 |
Arrange for transportation, warehousing, or product distribution of imported or exported products. | —0 |
Request or compile necessary import documentation, such as customs invoices, certificates of origin, and cargo-control documents. | —0 |
Quote duty and tax rates on goods to be imported, based on federal tariffs and excise taxes. | —0 |
Prepare papers for shippers to appeal duty charges. | —0 |
Pay, or arrange for payment of, taxes and duties on shipments. | —0 |
Maintain relationships with customs brokers in other ports to expedite clearing of cargo. | —0 |
Inform importers and exporters of steps to reduce duties and taxes. | —0 |
Confer with officials in various agencies to facilitate clearance of goods through customs and quarantine. | —0 |
Classify goods according to tariff coding system. | —0 |
Calculate duty and tariff payments owed on shipments. | —0 |
Apply for tariff concessions or for duty drawbacks and other refunds. | —0 |
Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters. | —0 |
Clear goods through customs and to their destinations for clients. | —0 |
Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations. | —0 |
Maintain and update organization information technology applications and network systems blueprints. | —0 |
Establish, maintain, or test call trees to ensure appropriate communication during disaster. | —0 |
Create business continuity and disaster recovery budgets. | —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 |
Test documented disaster recovery strategies and plans. | —0 |
Review existing disaster recovery, crisis management, or business continuity plans. | —0 |
Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions. | —0 |
Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements. | —0 |
Develop disaster recovery plans for physical locations with critical assets such as data centers. | —0 |
Create scenarios to re-establish operations from various types of business disruptions. | —0 |
Conduct or oversee contingency plan integration and operation. | —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 |
Identify or create new sustainability indicators. | —0 |
Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects. | —0 |
Provide technical or administrative support for sustainability programs or issues. | —0 |
Identify or procure needed resources to implement sustainability programs or projects. | —0 |
Collect information about waste stream management or green building practices to inform decision-makers. | —0 |
Assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance. | —0 |
Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling. | —0 |
Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies. | —0 |
Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites. | —0 |
Order or purchase merchandise to maintain optimal inventory levels. | —0 |
Maintain inventory of shipping supplies, such as boxes, labels, tape, bubble wrap, loose packing materials, or tape guns. | —0 |
Determine and set product prices. | —0 |
Deliver e-mail confirmation of completed transactions and shipment. | —0 |
Create, manage, or automate orders or invoices, using order management or invoicing software. | —0 |
Create or maintain database of customer accounts. | —0 |
Cancel orders based on customer requests or inventory or delivery problems. | —0 |
Fill customer orders by packaging sold items and documentation for direct shipping or by transferring orders to manufacturers or third-party distributors. | —0 |
Calculate purchase subtotals, taxes, and shipping costs for submission to customers. | —0 |
Receive and process payments from customers, using electronic transaction services. | —0 |
Participate in online forums or conferences to stay abreast of online retailing trends, techniques, or security threats. | —0 |
Transfer digital media, such as music, video, or software, to customers via the Internet. | —0 |
Select and purchase technical web services, such as web hosting services, online merchant accounts, shopping cart software, payment gateway software, or spyware. | —0 |
Investigate sources, such as auctions, estate sales, liquidators, wholesalers, or trade shows for new items, used items, or collectibles. | —0 |
Initiate online auctions through auction hosting sites or auction management software. | —0 |
Devise, select, or purchase domain name and web address. | —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