13-2099.00

Financial Specialists, All Other

All financial specialists not listed separately.

4.3OUT OF 10SAFEHIGH RISK
Moderate Risk

AI will start nibbling at this role

Safer than 38% of occupations we track

Frey & Osborne (2013) estimated 33% probability of automation for this role
paper →
38%
of jobs safer
631
jobs riskier than this
+3.1%
projected growth

Disruption Vector

Disruption Type

Software & AI

AI software systems—language models, automation tools, and intelligent algorithms—are the primary vector of disruption for this role.

Financial Specialists in catch-all roles face broad automation pressure because the category spans high-routine tasks: financial data reconciliation, fund accounting, regulatory reporting, and actuarial support work are all targets for platforms like BlackRock Aladdin, Addepar, and AI-powered RPA tools. The most vulnerable sub-roles are those involving data transformation and templated analysis. Specialists whose work involves novel structures, regulatory negotiations, or client-facing advisory functions have more resilience through 2027.

Disrupted byGitHub CopilotChatGPT / GPT-4oSalesforce Einstein

Salary & Job Outlook

Median Annual Pay
$80,190
US Bureau of Labor Statistics
10-Year Job Growth
+3.1%
As fast as average
Education Required
Bachelor's degree
Job Zone 3 / 5

AI Risk Timeline

4.3
4.6
4.9
5.5
Today
5 Years
10 Years
20 Years

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)
AI-resistant (2)
Mixed
Active Listening75%
Speaking72%
Service Orientation70%
Coordination68%
Time Management65%

Career Pivot Paths

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Financial Specialists, All Other

4.3
/ 10
Moderate Risk
43% automation risk

"Safe-ish. AI is your coworker, not your replacement. Yet."

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FINANCIAL SPECIALISTS, ALL OTHER
4.3

/ 10

MODERATE RISK

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This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →