INDEX/JOBS/INVESTMENT-BANKER
BUSINESS & FINANCEHIGH EXPOSUREREPORT ID #2993

Investment Banker.

Investment banking faces heavy exposure in analysis and deck-building, but deal origination, client relationships, and high-stakes negotiation under deadline pressure remain deeply human.

EXPOSURE
68%
↑ 2.1pp vs Q1
RESILIENCE
52
durable index
MEDIAN PAY
$184k
$96k – $420k
10Y GROWTH
+7%
Faster than avg
020406080100
// EXPOSURE
0%
Investment Bankers
THE TASK-LEVEL VERDICT
FINANCIAL-MODELING
DATA-ANALYSIS
DOCUMENT-ANALYSIS
CONTENT-CREATION
Where the score comes from

Time spent, weighted by AI capability.

Distribution by class
52%
12%
36%
AI-Substitutable
AI-Assisted
Human-Critical
Task breakdown
All 8 canonical tasks
Task Exposure ClassificationTime share
01Build financial models (DCF, LBO, comps)
88%
AI-Substitutable22%
02Draft pitch books and presentations
84%
AI-Substitutable18%
03Conduct industry and market research
82%
AI-Substitutable12%
04Prepare due diligence materials
78%
AI-Assisted12%
05Structure and negotiate deal terms
18%
Human-Critical14%
06Regulatory and board approvals
14%
Human-Critical6%
07Manage syndicate and counterparty dynamics
12%
Human-Critical4%
08Client origination and relationship management
8%
Human-Critical12%
Task profile · radar
Where the work concentrates.
COGNITIVE91CREATIVE54MANUAL2SOCIAL72PROCEDURAL88JUDGEMENT82
Procedural and Cognitive tasks dominate this role — both highly model-addressable. Social and Judgement axes are smaller but more resilient.
Capability creep · 8 years
Exposure climbed 34pp since 2018.
'18'20'22'24'26
Editorial signals

What the data is telling us.

INSIGHT · 01
EXPOSURE SIGNAL
Financial models, comps tables, and pitch book templates are essentially AI-generatable. Junior bankers' 80-hour weeks building slides are increasingly compressible.
INSIGHT · 02
AUGMENTATION SIGNAL
Due diligence and market research are AI-augmented — faster synthesis, better sourcing, but banks still need humans to catch nuance and manage information flow.
INSIGHT · 03
RESILIENCE SIGNAL
Deal origination, client trust, and the negotiation room are stubbornly human. The banker's phone book and reputation cannot be outsourced to a model.
Resilient adjacencies

Where investment bankers move next.

Private Equity Associate
High
72%
4pp vs Investment
Financial Analyst
High
76%
8pp vs Investment
Corporate Development Manager
Moderate
54%
-14pp vs Investment
Venture Capitalist
Moderate
42%
-26pp vs Investment
CFO
Low
38%
-30pp vs Investment
Community pulse
Has AI already changed your work?
12,408 investment bankers responded in the last 30 days.
← Cast your vote to see the breakdown
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Preview
Investment Banker
68%
AI-Exposed
32% remain human-critical
TASKEXPOSED.COM/JOBS/INVESTMENT-BANKERRESEARCH BRIEF · MAY 2026
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FAQ

Common questions about Investment Banker AI exposure.

What is the AI exposure score for Investment Bankers?

Investment Bankers have an overall AI exposure score of 68%, meaning approximately 68% of their time-weighted tasks can be substantially assisted or substituted by current frontier AI models. This places the role in the "High" exposure category.

Will AI replace Investment Bankers?

AI is unlikely to fully replace Investment Bankers in the near term. The 32% of tasks classified as Human-Critical — including Structure and negotiate deal terms and Client origination and relationship management — remain strongly human-dependent. AI is more likely to augment the role, raising productivity and shifting focus toward higher-judgment work.

What tasks are most exposed to AI for Investment Bankers?

The most AI-exposed tasks for Investment Bankers include: Build financial models (DCF, LBO, comps), Draft pitch books and presentations, Conduct industry and market research. These have exposure scores of 88%, 84%, 82% respectively.

What skills should Investment Bankers develop to stay resilient?

Investment Bankers should focus on developing skills in areas that AI struggles with: Structure and negotiate deal terms, Client origination and relationship management, Regulatory and board approvals. Adjacent careers with lower exposure include Private Equity Associate and Financial Analyst.