Risk Distribution
Critical (75-100): 1
High (50-74): 8
Moderate (25-49): 11
Low (0-24): 0
Highest Risk
Most Resilient
All Roles
Finance AI Risk Scores
- BookkeeperBookkeepers face significant AI displacement risk as core tasks like data entry, transaction categorization, and basic reconciliation become increasingly automated. However, opportunities exist for those who embrace AI tools and develop advisory capabilities.75/100Critical
- AccountantAccountants face significant AI displacement risk as automated systems increasingly handle transaction processing, reconciliations, and basic financial reporting. However, roles requiring complex judgment, regulatory compliance interpretation, and strategic financial advisory remain defensible through 2026.72/100High
- Claims AdjusterClaims adjusters face significant AI disruption as machine learning algorithms increasingly handle routine damage assessments, fraud detection, and settlement calculations. While complex investigations and customer negotiations remain human-centric, the core analytical work of claims processing is rapidly becoming automated.72/100High
- Financial AnalystFinancial Analysts face significant AI displacement risk as machine learning models increasingly automate data analysis, forecasting, and report generation. While strategic interpretation and stakeholder communication remain human-centered, core analytical tasks are rapidly becoming AI-assisted or fully automated.72/100High
- Loan OfficerLoan Officers face significant AI displacement risk as automated underwriting systems and digital lending platforms increasingly handle loan application processing, credit analysis, and approval decisions. While relationship management and complex commercial lending retain human value, the majority of routine consumer loan tasks are becoming automated.72/100High
- Quantitative AnalystQuantitative Analysts face significant AI disruption as machine learning models increasingly automate statistical modeling, backtesting, and data preprocessing tasks that form their core work. While complex strategy development and client interaction remain human-dependent, the technical foundation of quant work is rapidly becoming AI-augmented.72/100High
- Treasury AnalystTreasury Analysts face significant AI displacement risk as core functions like cash flow forecasting, liquidity analysis, and investment valuation become increasingly automated. While strategic decision-making and stakeholder management remain human-centric, the analytical backbone of the role is highly susceptible to AI augmentation and eventual replacement.72/100High
- Credit AnalystCredit Analysts face significant AI disruption as machine learning models increasingly automate financial statement analysis, ratio calculations, and risk scoring. However, complex deal structuring, relationship management, and nuanced credit judgment remain human-dominated.68/100High
- Insurance UnderwriterInsurance underwriters face moderate AI displacement risk as machine learning excels at data analysis and risk pattern recognition, core components of underwriting decisions. However, complex commercial risks, regulatory compliance, and client relationship management remain human-dependent.68/100High
- AuditorAuditors face moderate AI displacement risk as automation handles routine data analysis and testing, but professional judgment, client relationships, and regulatory accountability remain firmly human domains. The role is evolving toward higher-value advisory work rather than disappearing entirely.45/100Moderate
- Investment BankerInvestment bankers face moderate AI displacement risk as algorithmic tools automate financial modeling and market analysis, but relationship management and complex deal structuring remain human-centric. The role is evolving toward higher-value advisory work while routine analytical tasks become increasingly automated.45/100Moderate
- Portfolio ManagerPortfolio Managers face moderate AI displacement risk as automation handles routine analysis and reporting, but human judgment in client relationships, strategic decision-making, and risk assessment remains critical. The role will evolve toward higher-value advisory functions rather than disappear entirely.45/100Moderate
- Tax AdvisorTax Advisors face moderate AI displacement risk as routine tax preparation becomes automated, but complex advisory work requiring regulatory expertise and client relationships remains defensible. The profession is splitting between commodity preparation services and high-value strategic consulting.45/100Moderate
- ActuaryActuaries face moderate AI displacement risk as machine learning automates routine calculations and predictive modeling, but complex risk assessment, regulatory compliance, and strategic decision-making remain human-dominated. The profession's mathematical foundation actually positions actuaries well to leverage AI tools effectively.35/100Moderate
- Compliance OfficerCompliance Officers face moderate AI displacement risk as regulatory monitoring and reporting tasks become increasingly automated. However, the role's emphasis on regulatory interpretation, stakeholder communication, and accountability decisions provides strong defensive positioning against full automation.35/100Moderate
- Financial AdvisorFinancial Advisors face moderate AI displacement risk as robo-advisors and AI-powered portfolio management tools automate routine investment tasks. However, the role's emphasis on relationship building, complex financial planning, and regulatory accountability creates strong defensive barriers against full automation.35/100Moderate
- Financial ControllerFinancial Controllers face moderate AI displacement risk as routine reporting and reconciliation tasks become increasingly automated. However, their strategic oversight, regulatory compliance expertise, and cross-functional leadership responsibilities provide strong protection against full automation.35/100Moderate
- Financial PlannerFinancial Planners face moderate AI displacement risk as automation handles routine calculations and basic portfolio analysis, but complex client relationships and personalized strategic planning remain highly defensible. The role is evolving toward higher-value advisory services requiring emotional intelligence and regulatory expertise.35/100Moderate
- Risk AnalystRisk Analysts face moderate AI displacement risk as automated tools increasingly handle routine data analysis and model validation. However, regulatory expertise, stakeholder communication, and strategic risk interpretation remain strongly human-dependent, creating opportunities for AI-augmented analysts to enhance their value proposition.35/100Moderate
- Wealth ManagerWealth Managers face moderate AI displacement risk as routine portfolio analysis and basic financial planning become automated. However, the role's emphasis on relationship management, complex family dynamics, and high-stakes financial decision-making provides strong defensive moats against full automation.35/100Moderate
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