Financial and Investment Analysts: daily tasks & AI impact
This page breaks Financial and Investment Analysts into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 54/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Advise clients on aspects of capitalization, such as amounts, sources, or timing. n/a | — | — | — |
| Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies. n/a | — | — | — |
| Assess companies as investments for clients by examining company facilities. n/a | — | — | — |
| Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts. n/a | — | — | — |
| Collaborate with investment bankers to attract new corporate clients. n/a | — | — | — |
| Conduct financial analyses related to investments in green construction or green retrofitting projects. n/a | — | — | — |
| Confer with clients to restructure debt, refinance debt, or raise new debt. n/a | — | — | — |
| Create client presentations of plan details. n/a | — | — | — |
| Determine the prices at which securities should be syndicated and offered to the public. n/a | — | — | — |
| Develop and maintain client relationships. n/a | — | — | — |
| Draw charts and graphs, using computer spreadsheets, to illustrate technical reports. n/a | — | — | — |
| Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions. n/a | — | — | — |
| Evaluate and compare the relative quality of various securities in a given industry. n/a | — | — | — |
| Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages. n/a | — | — | — |
| Inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions. n/a | — | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Financial and Investment Analysts tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Financial and Investment Analysts tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Financial and Investment Analysts task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.