Category Ranking

Business and Financial Operations

Ranking for category: Business and Financial Operations.

Tax Preparers systems scene#1Low confidenceSystemsTP
Tax Preparers

Business and Financial OperationsManagement of Companies and Enterprises

Tax Preparers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 13-2082.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk66%
Exposure66%
Task avg67%
Human reliance34%
Open role profile
Customs Brokers systems scene#2High confidenceSystemsCB
Customs Brokers

Business and Financial OperationsFinance and Insurance

Customs Brokers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 13-1041.08

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk63%
Exposure63%
Task avg64%
Human reliance37%
Open role profile
Insurance Appraisers, Auto Damage systems scene#3High confidenceSystemsIA
Insurance Appraisers, Auto Damage

Business and Financial OperationsProfessional, Scientific, and Technical Services

Insurance Appraisers, Auto Damage shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 13-1032.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk61%
Exposure61%
Task avg62%
Human reliance39%
Open role profile
Tax Examiners and Collectors, and Revenue Agents tooling scene#4Medium confidenceToolingTE
Tax Examiners and Collectors, and Revenue Agents

Business and Financial OperationsFinance and Insurance

Tax Examiners and Collectors, and Revenue Agents is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 13-2081.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk57%
Exposure57%
Task avg58%
Human reliance43%
Open role profile
Accountants and Auditors productivity scene#5High confidenceProductivityAA
Accountants and Auditors

Business and Financial OperationsFinance and Insurance

Accountants and Auditors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 13-2011.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk56%
Exposure56%
Task avg57%
Human reliance44%
Open role profile
Farm Labor Contractors insight scene#6Medium confidenceInsightFL
Farm Labor Contractors

Business and Financial OperationsFinance and Insurance

Farm Labor Contractors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 13-1074.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk56%
Exposure56%
Task avg57%
Human reliance44%
Open role profile
Logistics Analysts planning scene#7High confidencePlanningLA
Logistics Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Logistics Analysts is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 13-1081.02

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk56%
Exposure56%
Task avg57%
Human reliance44%
Open role profile
Coroners analysis scene#8High confidenceAnalysisC
Coroners

Business and Financial OperationsFinance and Insurance

Coroners is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 13-1041.06

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk55%
Exposure55%
Task avg56%
Human reliance45%
Open role profile
Loan Officers coordination scene#9High confidenceCoordinationLO
Loan Officers

Business and Financial OperationsProfessional, Scientific, and Technical Services

Loan Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 13-2072.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk55%
Exposure55%
Task avg56%
Human reliance45%
Open role profile
Sustainability Specialists systems scene#10Medium confidenceSystemsSS
Sustainability Specialists

Business and Financial OperationsFinance and Insurance

Sustainability Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 13-1199.05

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk55%
Exposure55%
Task avg56%
Human reliance45%
Open role profile
Financial Specialists, All Other productivity scene#11Low confidenceProductivityFS
Financial Specialists, All Other

Business and Financial OperationsProfessional, Scientific, and Technical Services

Financial Specialists, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 54% • SOC 13-2099.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk54%
Exposure54%
Task avg55%
Human reliance46%
Open role profile
Wholesale and Retail Buyers, Except Farm Products insight scene#12High confidenceInsightWA
Wholesale and Retail Buyers, Except Farm Products

Business and Financial OperationsProfessional, Scientific, and Technical Services

Wholesale and Retail Buyers, Except Farm Products is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 54% • SOC 13-1022.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk54%
Exposure54%
Task avg55%
Human reliance46%
Open role profile
Market Research Analysts and Marketing Specialists analysis scene#13High confidenceAnalysisMR
Market Research Analysts and Marketing Specialists

Business and Financial OperationsFinance and Insurance

Market Research Analysts and Marketing Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 53% • SOC 13-1161.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk53%
Exposure53%
Task avg54%
Human reliance47%
Open role profile
Appraisers of Personal and Business Property operations scene#14High confidenceOperationsAO
Appraisers of Personal and Business Property

Business and Financial OperationsProfessional, Scientific, and Technical Services

Appraisers of Personal and Business Property is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 13-2022.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk52%
Exposure52%
Task avg53%
Human reliance48%
Open role profile
Fundraisers workflow scene#15High confidenceWorkflowF
Fundraisers

Business and Financial OperationsFinance and Insurance

Fundraisers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 13-1131.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk52%
Exposure52%
Task avg53%
Human reliance48%
Open role profile
Business Continuity Planners planning scene#16High confidencePlanningBC
Business Continuity Planners

Business and Financial OperationsFinance and Insurance

Business Continuity Planners is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 13-1199.04

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk50%
Exposure50%
Task avg51%
Human reliance50%
Open role profile
Budget Analysts coordination scene#17High confidenceCoordinationBA
Budget Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Budget Analysts is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 13-2031.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Meeting, Convention, and Event Planners coordination scene#18Medium confidenceCoordinationMC
Meeting, Convention, and Event Planners

Business and Financial OperationsFinance and Insurance

Meeting, Convention, and Event Planners is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 13-1121.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Training and Development Specialists planning scene#19High confidencePlanningTA
Training and Development Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Training and Development Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 13-1151.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Business Operations Specialists, All Other planning scene#20Low confidencePlanningBO
Business Operations Specialists, All Other

Business and Financial OperationsProfessional, Scientific, and Technical Services

Business Operations Specialists, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 48% • SOC 13-1199.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk48%
Exposure48%
Task avg49%
Human reliance52%
Open role profile
Cost Estimators insight scene#21High confidenceInsightCE
Cost Estimators

Business and Financial OperationsFinance and Insurance

Cost Estimators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 13-1051.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk46%
Exposure46%
Task avg47%
Human reliance54%
Open role profile
Government Property Inspectors and Investigators productivity scene#22Medium confidenceProductivityGP
Government Property Inspectors and Investigators

Business and Financial OperationsFinance and Insurance

Government Property Inspectors and Investigators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 13-1041.04

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk46%
Exposure46%
Task avg47%
Human reliance54%
Open role profile
Compliance Officers planning scene#23High confidencePlanningCO
Compliance Officers

Business and Financial OperationsProfessional, Scientific, and Technical Services

Compliance Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 13-1041.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Credit Counselors productivity scene#24High confidenceProductivityCC
Credit Counselors

Business and Financial OperationsFinance and Insurance

Credit Counselors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 13-2071.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk42%
Exposure42%
Task avg43%
Human reliance58%
Open role profile
Financial Risk Specialists systems scene#25High confidenceSystemsFR
Financial Risk Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Financial Risk Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 13-2054.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk42%
Exposure42%
Task avg43%
Human reliance58%
Open role profile
Compensation, Benefits, and Job Analysis Specialists tooling scene#26High confidenceToolingCB
Compensation, Benefits, and Job Analysis Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Compensation, Benefits, and Job Analysis Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1141.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Environmental Compliance Inspectors execution scene#27High confidenceExecutionEC
Environmental Compliance Inspectors

Business and Financial OperationsProfessional, Scientific, and Technical Services

Environmental Compliance Inspectors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1041.01

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Equal Opportunity Representatives and Officers workflow scene#28High confidenceWorkflowEO
Equal Opportunity Representatives and Officers

Business and Financial OperationsProfessional, Scientific, and Technical Services

Equal Opportunity Representatives and Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1041.03

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Financial Examiners planning scene#29High confidencePlanningFE
Financial Examiners

Business and Financial OperationsProfessional, Scientific, and Technical Services

Financial Examiners is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-2061.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Labor Relations Specialists insight scene#30High confidenceInsightLR
Labor Relations Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Labor Relations Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1075.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Online Merchants systems scene#31High confidenceSystemsOM
Online Merchants

Business and Financial OperationsProfessional, Scientific, and Technical Services

Online Merchants is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1199.06

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Search Marketing Strategists planning scene#32High confidencePlanningSM
Search Marketing Strategists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Search Marketing Strategists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 13-1161.01

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk41%
Exposure41%
Task avg42%
Human reliance59%
Open role profile
Human Resources Specialists planning scene#33Medium confidencePlanningHR
Human Resources Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Human Resources Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 40% • SOC 13-1071.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk40%
Exposure40%
Task avg41%
Human reliance60%
Open role profile
Buyers and Purchasing Agents, Farm Products operations scene#34High confidenceOperationsBA
Buyers and Purchasing Agents, Farm Products

Business and Financial OperationsProfessional, Scientific, and Technical Services

Buyers and Purchasing Agents, Farm Products remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 13-1021.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk39%
Exposure39%
Task avg40%
Human reliance61%
Open role profile
Claims Adjusters, Examiners, and Investigators insight scene#35High confidenceInsightCA
Claims Adjusters, Examiners, and Investigators

Business and Financial OperationsProfessional, Scientific, and Technical Services

Claims Adjusters, Examiners, and Investigators remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 13-1031.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk39%
Exposure39%
Task avg40%
Human reliance61%
Open role profile
Agents and Business Managers of Artists, Performers, and Athletes analysis scene#36High confidenceAnalysisAA
Agents and Business Managers of Artists, Performers, and Athletes

Business and Financial OperationsProfessional, Scientific, and Technical Services

Agents and Business Managers of Artists, Performers, and Athletes remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 13-1011.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk38%
Exposure38%
Task avg39%
Human reliance62%
Open role profile
Financial Quantitative Analysts operations scene#37High confidenceOperationsFQ
Financial Quantitative Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Financial Quantitative Analysts remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 13-2099.01

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk38%
Exposure38%
Task avg39%
Human reliance62%
Open role profile
Credit Analysts workflow scene#38High confidenceWorkflowCA
Credit Analysts

Business and Financial OperationsFinance and Insurance

Credit Analysts remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 35% • SOC 13-2041.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk35%
Exposure35%
Task avg36%
Human reliance65%
Open role profile
Financial and Investment Analysts systems scene#39High confidenceSystemsFA
Financial and Investment Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Financial and Investment Analysts remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 35% • SOC 13-2051.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk35%
Exposure35%
Task avg36%
Human reliance65%
Open role profile
Insurance Underwriters systems scene#40Medium confidenceSystemsIU
Insurance Underwriters

Business and Financial OperationsProfessional, Scientific, and Technical Services

Insurance Underwriters remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 35% • SOC 13-2053.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk35%
Exposure35%
Task avg36%
Human reliance65%
Open role profile
Appraisers and Assessors of Real Estate execution scene#41Medium confidenceExecutionAA
Appraisers and Assessors of Real Estate

Business and Financial OperationsFinance and Insurance

Appraisers and Assessors of Real Estate remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 34% • SOC 13-2023.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk34%
Exposure34%
Task avg35%
Human reliance66%
Open role profile
Logisticians productivity scene#42High confidenceProductivityL
Logisticians

Business and Financial OperationsProfessional, Scientific, and Technical Services

Logisticians remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 33% • SOC 13-1081.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk33%
Exposure33%
Task avg34%
Human reliance67%
Open role profile
Logistics Engineers coordination scene#43High confidenceCoordinationLE
Logistics Engineers

Business and Financial OperationsProfessional, Scientific, and Technical Services

Logistics Engineers remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 33% • SOC 13-1081.01

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk33%
Exposure33%
Task avg34%
Human reliance67%
Open role profile
Personal Financial Advisors coordination scene#44High confidenceCoordinationPF
Personal Financial Advisors

Business and Financial OperationsProfessional, Scientific, and Technical Services

Personal Financial Advisors remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 33% • SOC 13-2052.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk33%
Exposure33%
Task avg34%
Human reliance67%
Open role profile
Purchasing Agents, Except Wholesale, Retail, and Farm Products operations scene#45High confidenceOperationsPA
Purchasing Agents, Except Wholesale, Retail, and Farm Products

Business and Financial OperationsProfessional, Scientific, and Technical Services

Purchasing Agents, Except Wholesale, Retail, and Farm Products remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 33% • SOC 13-1023.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk33%
Exposure33%
Task avg34%
Human reliance67%
Open role profile
Fraud Examiners, Investigators and Analysts tooling scene#46High confidenceToolingFE
Fraud Examiners, Investigators and Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Fraud Examiners, Investigators and Analysts remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 32% • SOC 13-2099.04

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk32%
Exposure32%
Task avg33%
Human reliance68%
Open role profile
Management Analysts planning scene#47High confidencePlanningMA
Management Analysts

Business and Financial OperationsProfessional, Scientific, and Technical Services

Management Analysts remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 32% • SOC 13-1111.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk32%
Exposure32%
Task avg33%
Human reliance68%
Open role profile
Project Management Specialists analysis scene#48High confidenceAnalysisPM
Project Management Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Project Management Specialists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 32% • SOC 13-1082.00

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk32%
Exposure32%
Task avg33%
Human reliance68%
Open role profile
Regulatory Affairs Specialists systems scene#49High confidenceSystemsRA
Regulatory Affairs Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Regulatory Affairs Specialists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 32% • SOC 13-1041.07

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk32%
Exposure32%
Task avg33%
Human reliance68%
Open role profile
Security Management Specialists tooling scene#50High confidenceToolingSM
Security Management Specialists

Business and Financial OperationsProfessional, Scientific, and Technical Services

Security Management Specialists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 32% • SOC 13-1199.07

Spreadsheet AIResearch assistantWorkflow automation
Overall Risk32%
Exposure32%
Task avg33%
Human reliance68%
Open role profile