कॉर्पोरेट कोषाध्यक्ष
व्यापार और वित्तAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
बहुत उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्चव्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
- डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.391
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.37
0.09यहाँ दिए गए मानों की सीमा0.70व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 53% इस मान के बराबर या उससे अधिक हैं।
यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है
BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।
Task-level exposure
केवल एक्सपोज़र वाले कार्य| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Develop or direct development of offering documents or marketing materials.11-3031 | 0.090027.3 | 0.01003.6 |
Evaluate data pertaining to costs to plan budgets.11-3031 | 0.060018.2 | 0.01003.6 |
Advise management on short-term and long-term financial objectives, policies, and actions.11-3031 | 0.040012.1 | 0.00000.0 |
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.11-3031 | 0.03009.1 | 0.100035.7 |
Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.11-3031 | 0.02006.1 | 0.01003.6 |
Review reports of securities transactions or price lists to analyze market conditions.11-3031 | 0.01003.0 | 0.050017.9 |
Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.11-3031 | 0.01003.0 | 0.040014.3 |
Prepare operational or risk reports for management analysis.11-3031 | 0.01003.0 | 0.030010.7 |
Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.11-3031 | 0.01003.0 | 0.00000.0 |
Provide direction and assistance to other organizational units regarding accounting and budgeting policies and procedures and efficient control and utilization of financial resources.11-3031 | 0.01003.0 | 0.00000.0 |
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.11-3031 | 0.00000.0 | 0.00000.0 |
Prepare financial or regulatory reports required by laws, regulations, or boards of directors.11-3031 | 0.00000.0 | 0.00000.0 |
Develop or analyze information to assess the current or future financial status of firms.11-3031 | 0.00000.0 | 0.00000.0 |
Develop internal control policies, guidelines, and procedures for activities, such as budget administration, cash and credit management, and accounting.11-3031 | 0.00000.0 | —0 |
Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.11-3031 | 0.00000.0 | —0 |
Compute, withhold, and account for all payroll deductions.11-3031 | 0.00000.0 | —0 |
Review offering documents or marketing materials to ensure regulatory compliance. | —0 | 0.00000.0 |
Analyze acquisitions to ensure conformance with strategic goals or regulatory requirements. | —0 | 0.00000.0 |
Examine, evaluate, or process loan applications. | —0 | 0.00000.0 |
Network within communities to find and attract new business. | —0 | 0.00000.0 |
| Not observed on any surface — 32 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. | ||
Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments. | —0 | —0 |
Oversee training programs. | —0 | —0 |
Oversee the flow of cash or financial instruments. | —0 | —0 |
Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans. | —0 | —0 |
Communicate with stockholders or other investors to provide information or to raise capital. | —0 | —0 |
Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping. | —0 | —0 |
Delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments. | —0 | —0 |
Maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards. | —0 | —0 |
Conduct or coordinate audits of company accounts and financial transactions to ensure compliance with state and federal requirements and statutes. | —0 | —0 |
Receive, record, and authorize requests for disbursements in accordance with company policies and procedures. | —0 | —0 |
Monitor and evaluate the performance of accounting and other financial staff, recommending and implementing personnel actions, such as promotions and dismissals. | —0 | —0 |
Develop and maintain relationships with banking, insurance, and external accounting personnel to facilitate financial activities. | —0 | —0 |
Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization. | —0 | —0 |
Lead staff training and development in budgeting and financial management areas. | —0 | —0 |
Receive cash and checks and make deposits. | —0 | —0 |
Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met. | —0 | —0 |
Supervise employees performing financial reporting, accounting, billing, collections, payroll, and budgeting duties. | —0 | —0 |
Determine depreciation rates to apply to capitalized items and advise management on actions regarding the purchase, lease, or disposal of such items. | —0 | —0 |
Handle all aspects of employee insurance, benefits, and casualty programs, including monitoring changes in health insurance regulations and creating budgets for benefits and worker's compensation. | —0 | —0 |
Prepare for and respond to regulatory inquiries. | —0 | —0 |
Hire or evaluate staff. | —0 | —0 |
Develop, implement, or monitor security valuation policies. | —0 | —0 |
Attend investment briefings or consult financial media to stay abreast of relevant investment markets. | —0 | —0 |
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals. | —0 | —0 |
Monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities. | —0 | —0 |
Meet with investors to determine investment goals or to discuss investment strategies. | —0 | —0 |
Develop or implement fund investment policies or strategies. | —0 | —0 |
Select or direct the execution of trades. | —0 | —0 |
Manage investment funds to maximize return on client investments. | —0 | —0 |
Select specific investments or investment mixes for purchase by an investment fund. | —0 | —0 |
Direct activities of accounting or operations departments. | —0 | —0 |
Identify group or individual target investors for a specific fund. | —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 |
|---|---|
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.O*NET Task ID 8855 | 0.5 |
Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.O*NET Task ID 8856 | 0.5 |
Supervise employees performing financial reporting, accounting, billing, collections, payroll, and budgeting duties.O*NET Task ID 8857 | 0.5 |
Delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments.O*NET Task ID 8858 | 0.5 |
Maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.O*NET Task ID 8859 | 0.5 |
Conduct or coordinate audits of company accounts and financial transactions to ensure compliance with state and federal requirements and statutes.O*NET Task ID 8860 | 0.5 |
Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.O*NET Task ID 8861 | 0.5 |
Monitor and evaluate the performance of accounting and other financial staff, recommending and implementing personnel actions, such as promotions and dismissals.O*NET Task ID 8863 | 0.5 |
Develop and maintain relationships with banking, insurance, and external accounting personnel to facilitate financial activities.O*NET Task ID 8864 | 0.5 |
Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.O*NET Task ID 8865 | 0.5 |
Receive cash and checks and make deposits.O*NET Task ID 8872 | 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