Accountants, analysts, bankers, traders — honest risk scores.
Finance was the first industry to feel AI. Bookkeeping, FP&A modeling, fundamental research, options flow analysis — all increasingly automated. Here is who's at risk and who isn't.
Junior Accountant
85/100 — Very high
Repetitive ledger work + classification — already automated by Pilot, Bench, etc.
Financial Analyst (FP&A)
75/100 — High
Excel modeling + forecasting now done by Claude/GPT with structured data inputs.
Equity Research Analyst (Junior)
70/100 — High
Earnings transcripts + 10-K summarization is a model's specialty.
Options Flow Trader (Retail)
65/100 — High
Pattern detection + signal generation — see our @YourStopWasHit fleet.
Investment Banker (Junior)
60/100 — High
Pitchbook generation + comp analysis increasingly model-assisted.
CFO
25/100 — Low
Strategic judgment + stakeholder management remain durable.
Senior Trader (Discretionary)
30/100 — Low
Risk-taking + intuition still hold up; tools amplify rather than replace.