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ব্যবসা ও অর্থ

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

    0.265

    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

    0.44

    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 28% 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
TaskClaude.aiRaw / share %
Interpret results of financial analysis procedures.

13-2099

0.101012.9
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.

13-2051

0.07739.9
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.

13-2099

0.06498.3
Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.

13-2099

0.05346.8
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.

13-2099

0.04996.4
Present oral or written reports on general economic trends, individual corporations, and entire industries.

13-2051

0.04185.3
Produce written summary reports of financial research results.

13-2099

0.03854.9
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions.

13-2099

0.02953.8
Develop or implement risk-assessment models or methodologies.

13-2099

0.02793.6
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.

13-2051

0.02433.1
Not observed on any surface — 63 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.
Monitor developments in the fields of industrial technology, business, finance, and economic theory.
—0
Determine the prices at which securities should be syndicated and offered to the public.
—0
Contact brokers and purchase investments for companies, according to company policy.
—0
Collaborate with investment bankers to attract new corporate clients to securities firms.
—0
Conduct financial analyses related to investments in green construction or green retrofitting projects.
—0
Determine the financial viability of alternative energy generation or fuel production systems, based on power source or feedstock quality, financing costs, potential revenue, and total project costs.
—0
Evaluate financial viability and potential environmental benefits of cleantech innovations to secure capital investments from sources such as venture capital firms and government green fund grants.
—0
Forecast or analyze financial costs associated with climate change or other environmental factors, such as clean water supply and demand.
—0
Identify potential financial investments that are environmentally sound, considering issues such as carbon emissions and biodiversity.
—0
Research and recommend environmentally-related financial products, such as energy futures, water rights, carbon credits, government environmental funds, and cleantech industry funds and company stocks.
—0
Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope.
—0
Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
—0
Consult traders or other financial industry personnel to determine the need for new or improved analytical applications.
—0
Confer with other financial engineers or analysts on trading strategies, market dynamics, or trading system performance to inform development of quantitative techniques.
—0
Collaborate with product development teams to research, model, validate, or implement quantitative structured solutions for new or expanded markets.
—0
Devise or apply independent models or tools to help verify results of analytical systems.
—0
Analyze pricing or risks of carbon trading products.
—0
Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.
—0
Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.
—0
Develop solutions to help clients hedge carbon exposure or risk.
—0
Develop tools to assess green technologies or green financial products, such as green hedge funds or social responsibility investment funds.
—0
Develop contingency plans to deal with emergencies.
—0
Devise scenario analyses reflecting possible severe market events.
—0
Analyze new legislation to determine impact on risk exposure.
—0
Recommend ways to control or reduce risk.
—0
Plan, and contribute to development of, risk management systems.
—0
Gather risk-related data from internal or external resources.
—0
Document, and ensure communication of, key risks.
—0
Devise systems and processes to monitor validity of risk modeling outputs.
—0
Confer with traders to identify and communicate risks associated with specific trading strategies or positions.
—0
Review or draft risk disclosures for offer documents.
—0
Consult financial literature to ensure use of the latest models or statistical techniques.
—0
Determine potential environmental impacts of new products or processes on long-term growth and profitability.
—0
Determine potential liability related to the use of more sustainable methods of product packaging, such as biodegradable food containers.
—0
Evaluate the risks and benefits involved in implementing green building technologies.
—0
Evaluate the risks related to green investments, such as renewable energy company stocks.
—0
Structure marketing campaigns to find buyers for new securities.
—0
Supervise, train, or mentor junior team members.
—0
Assess companies as investments for clients by examining company facilities.
—0
Develop and maintain client relationships.
—0
Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages.
—0
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.
—0
Confer with clients to restructure debt, refinance debt, or raise new debt.
—0
Advise clients on aspects of capitalization, such as amounts, sources, or timing.
—0
Direct communications between corporate issuers of new securities and the general public.
—0
Arrange deals involving green investments in areas such as alternative energy product development, green technologies, or sustainable agriculture.
—0
Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies.
—0
Train others in fraud detection and prevention techniques.
—0
Research or evaluate new technologies for use in fraud detection systems.
—0
Prepare evidence for presentation in court.
—0
Negotiate with responsible parties to arrange for recovery of losses due to fraud.
—0
Conduct field surveillance to gather case-related information.
—0
Testify in court regarding investigation findings.
—0
Advise businesses or agencies on ways to improve fraud detection.
—0
Lead, or participate in, fraud investigation teams.
—0
Interview witnesses or suspects and take statements.
—0
Design, implement, or maintain fraud detection tools or procedures.
—0
Evaluate business operations to identify risk areas for fraud.
—0
Document all investigative activities.
—0
Create and maintain logs, records, or databases of information about fraudulent activity.
—0
Coordinate investigative efforts with law enforcement officers and attorneys.
—0
Obtain and serve subpoenas.
—0
Arrest individuals to be charged with fraud.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

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