The Inconvenient Truth About How Investment Bankers Are Made
Investment banking has long operated on a convenient fiction: that the skills required to be a good analyst have much to do with the skills required to be a good managing director.
They don’t, really. Never have.
Junior bankers are technicians—executors who build models, create presentations, manage data rooms, and transform strategic concepts into concrete deliverables. Senior bankers are originators—relationship managers who win clients, navigate internal bank politics, sense what deals are possible, and translate business problems into banking opportunities. These are fundamentally different capabilities, requiring different aptitudes, different personalities, even different cognitive styles.
The industry has always understood this, even if it rarely acknowledges it explicitly. The analyst-to-associate-to-VP-to-MD progression isn’t really a skill development path—it’s a filtering mechanism disguised as a meritocracy. You hire technical talent, subject them to brutal hours doing execution work, and see who emerges with both the resilience and the relationship instincts to evolve into client-facing roles. Most don’t make it. That’s the design.
For decades, this system worked because banks needed armies of technicians to do the work, and the apprenticeship served as both training ground and sorting mechanism. The brutal years building models weren’t just hazing—they developed pattern recognition, deal judgment, and technical credibility that mattered when you eventually sat across from CFOs.
But as JPMorgan discusses eliminating two-thirds of its junior positions in premium markets and Goldman demonstrates that AI can draft 95% of an IPO prospectus, that system is breaking in ways the industry may not have fully considered. Banks face not one but two interconnected talent challenges—and neither has an obvious solution.
The Immediate Problem: Who Reviews the Work?
The first challenge is more operational but no less thorny: Someone still needs to review all this AI-generated and offshore work.
Not just glance at it, but review it the way an associate reviews an analyst’s model—understanding it deeply enough to catch flawed assumptions, spot inconsistencies, ask probing questions, and take responsibility for its accuracy before it reaches clients.
This reviewing skill is different from building skill. Traditionally, this capability developed over years through various paths—2-3 years as an analyst, or MBA associates who’d built it through consulting or corporate finance work. Either way, by the time you were reviewing work, you had accumulated substantial experience that created the pattern recognition and business judgment necessary to validate complex analysis quickly.
But with fewer layers in the organization, who does this reviewing work? VPs and directors don’t have time to review every model in detail—they need to focus on clients and deal strategy. If there are far fewer junior bankers, those who remain might need to perform associate-level review much earlier in their careers than the traditional model ever required.
Banks are betting they can develop or find people with reviewing capabilities faster than their traditional pathways produced them—through better training, hiring people with prior experience, or other methods. Whether that works remains uncertain.
The Longer-Term Question: Where Do Future Originators Come From?
The second, more strategic challenge is what happens to the talent pipeline over time.
If you’re no longer developing junior bankers primarily as technical executors, what are you developing them to become? The traditional answer—relationship bankers, eventually—happened slowly through the apprenticeship. The technical grind served as training ground and sorting mechanism.
But if that apprenticeship shrinks or disappears, how do you identify and develop future originators? Can you do it faster? Do you need to start selecting for different qualities much earlier?
This is where things get speculative. Banks haven’t announced any wholesale shift in recruiting strategy. But if the technical work continues to be automated and offshored, one logical response might be to start hiring for originator qualities—relationship intelligence, business judgment, strategic thinking—far earlier than they traditionally did.
This isn’t happening yet. But it’s worth exploring what it would mean if it did.
One Possible Future: The Shift Toward “Client-Ready” Candidates
If banks eventually decide they need to develop originators more directly, we might see growing interest in candidates who already demonstrate client-facing capabilities:
Corporate management development programs: People from GE, J&J, or P&G rotational programs who’ve presented to division presidents, sat in strategic meetings, and seen how real businesses make decisions. They understand what CFOs care about beyond spreadsheets.
Management consulting: Already valued, but potentially more so. Consultants have managed client relationships, navigated senior stakeholder dynamics, and developed business judgment through case work.
Sales and business development roles: Anyone who’s built client relationships, managed complex sales processes, or dealt regularly with external stakeholders.
Corporate strategy positions: People who’ve presented to boards, worked on M&A from the company side, or advised senior executives on strategic decisions.
The appeal would be clear: these candidates already speak the language of business leaders. They’ve navigated organizational politics. They understand what “strategic” means in practice, not theory. They’ve managed up and built relationships with senior people.
But this remains speculative. Most banks are still recruiting much as they always have.
What This Future Would Actually Require: Different Evaluation Criteria
If banks did shift toward valuing client-facing capabilities earlier, they’d need to evaluate qualities that are harder to assess than technical skills:
Relationship Intelligence
Not charisma or extroversion, but interpersonal sophistication:
- Reading people and adapting communication style
- Building trust quickly with different personalities
- Navigating organizational dynamics
- Understanding what people mean versus what they say
- Managing relationships up, down, and sideways
Can you have lunch with a nervous CEO and leave them feeling confident? Can you handle a CFO testing your knowledge without getting defensive? Can you turn a skeptical board member into an advocate?
These capabilities matter enormously for senior bankers. The question is whether banks could identify them in candidates with limited professional experience—and whether they’d be willing to prioritize them over pure cognitive ability.
Strategic Thinking Over Computation
When AI handles calculations, human judgment becomes the differentiator. Banks would want people who can:
- Think like clients think about their business problems
- Identify what’s important versus what’s merely measurable
- Understand industry dynamics intuitively, not just from textbooks
- Make sound recommendations with incomplete information
- Connect financial analysis to business reality
This has always mattered at senior levels, but evaluating it in 22-year-olds is a different challenge.
Business Judgment and Context
The ability to look at assumptions and sense “that seems aggressive for this industry” or “that doesn’t fit this company’s situation.” This requires accumulated exposure to how businesses actually work—harder to develop through coursework alone.
How Interviews Might Change (If This Happens)
If banks genuinely shifted toward identifying originator potential early, interview processes would need to evolve significantly:
Behavioral Interviews Become Central, Not Peripheral
Instead of a 30-minute “culture fit” conversation, candidates might face multiple rounds of sophisticated behavioral assessment:
Complex stakeholder scenarios: “You’re working on a deal. The CEO loves it. The CFO thinks you’re wrong and is openly hostile. A board member who’s a former PE investor is asking detailed questions about your assumptions. How do you handle the next 30 minutes?”
Organizational navigation challenges: “Your analysis suggests the deal doesn’t make sense at the current price. Your MD wants to proceed anyway because this client relationship is critical to the bank. What do you do?”
Client management situations: “A client asks why your valuation is 30% higher than their internal team’s analysis. The room is tense. They think you’re inflating numbers. How do you respond?”
These scenarios don’t have memorizable answers. They reveal how you think about relationships, judgment calls, and interpersonal dynamics.
Assessment of Executive Presence and Communication
Banks might evaluate more explicitly whether you can hold your own in senior settings:
Multi-audience communication tests: Explain the same analysis to a technical expert, a skeptical CFO, and a board member with no finance background. Can you adjust effectively?
Presence and confidence: How do you carry yourself? Can you project confidence without arrogance? Do you get defensive when challenged or stay composed?
Natural conversation versus scripted answers: Can you have an authentic business discussion, or do you sound like you’re reciting prepared responses?
Industry and Business Judgment Discussions
Rather than testing memorized facts, conversations exploring how you think about real business situations:
- Recent deals and why they made (or didn’t make) strategic sense
- Industry dynamics and competitive positioning
- How macroeconomic trends affect different sectors
- What matters to executives in specific situations
The goal wouldn’t be right answers but revealing whether you think strategically about business.
Less Emphasis on Technical Building Speed
If the job is reviewing work rather than building it, the traditional “build this model in 45 minutes” exercise becomes less relevant. Assessments might shift toward:
Error detection: Here’s a completed model with subtle mistakes—how quickly can you find them?
Assumption evaluation: Does this analysis make sense for this specific company and situation?
Review simulation: Here’s work from an “offshore team”—what questions would you ask to validate it?
Digital Assessment Evolution
Video assessment platforms might evolve to evaluate different capabilities:
Communication style analysis: Not just what you say but how you say it—presence, warmth, adaptability
Simulated client interactions: Responding to difficult questions or objections in real-time
Emotional intelligence screening: More sophisticated than current personality tests
Case studies emphasizing judgment over calculation: Strategic recommendations with incomplete information, where the thinking process matters more than the technical answer
The MBA Recruiting Shift Would Be Most Visible
If this change happens, it would be clearest in MBA recruiting, where candidates already have professional experience to evaluate:
What becomes more valuable:
- Deep client-facing experience (consulting, sales, business development)
- Operating roles with strategic exposure and senior interaction
- Industry expertise combined with analytical capability
- Demonstrated stakeholder management in complex situations
What becomes less differentiating:
- Pure technical excellence without client exposure
- Back-office analytical roles (FP&A, treasury, research)
- Individual contributor positions, however analytical
The most attractive profile would be: industry knowledge + client-facing skills + analytical capability + strategic thinking. Someone who can credibly advise executives because they’ve been in those seats.
That’s a narrow and expensive talent pool. These candidates have options beyond banking.
The Campus Recruiting Challenge
For undergraduate recruiting, this shift would create genuine challenges. How do you evaluate relationship intelligence and strategic thinking in 22-year-olds?
Banks might look for:
Leadership requiring real stakeholder management: Not just club president roles but experiences navigating organizational complexity, building consensus, managing difficult relationships
Any client-facing experience: Internships involving external stakeholders, even outside finance
Communication-intensive activities: Debate, teaching roles, anything developing ability to read audiences and adjust approach
Demonstrated business curiosity: Do you follow companies and industries? Think about competitive dynamics? Show strategic interest beyond finance mechanics?
The risk: these experiences are unevenly distributed. This could narrow talent pipelines in problematic ways.
Why This Might Not Happen (Or Happen Slowly)
Several factors could prevent or delay this shift:
The reviewing problem still requires technical depth. You can’t validate complex work without understanding it. Banks still need technical sophistication, even if the role is oversight rather than building.
Client credibility may still require technical apprenticeship. Clients might trust advisors more knowing they’ve personally built hundreds of models, not just reviewed AI output.
These capabilities are hard to assess at scale. Technical skills are more objectively testable than relationship intelligence or strategic judgment.
Banks haven’t figured out the training piece. If you’re not developing these skills through traditional apprenticeship, how do you develop them? Better training programs? Hiring more experienced people? Extended onboarding?
The talent pool might be too narrow. If you need technical sophistication AND client-facing capability AND strategic thinking, you’re looking for rare profiles that are expensive and competitive.
Internal resistance to change. Many senior bankers came up through the traditional path. They may believe it’s the only way to develop properly.
Most likely: banks muddle through with incremental changes rather than wholesale transformation. Some better training, some hiring of more experienced candidates, teams that end up larger than initial projections, better tools to help with review work.
The transformation happens, but more slowly and messily than press releases suggest.
What Candidates Should Consider
Given this uncertainty, what’s the prudent approach for anyone recruiting into banking?
Maintain technical competence as baseline: Whatever changes come, you’ll still need strong technical fundamentals. You can’t review work you don’t understand. Don’t abandon technical preparation.
But develop broader capabilities too: If there’s any shift toward valuing relationship skills, business judgment, and strategic thinking, you want to have developed those capabilities.
Prior experience becomes more valuable: Roles that build client interaction, stakeholder management, or business context—corporate rotational programs, consulting, operating roles—might position you better than purely technical positions.
Seek experiences with interpersonal complexity: Any opportunity to navigate organizational dynamics, manage senior relationships, or deal with external stakeholders. These build capabilities that might matter more.
Develop genuine business curiosity: Read about industries, companies, and deals. Think about strategic rationale, competitive dynamics, why businesses make certain decisions. This builds judgment that may be increasingly valued.
Don’t neglect communication skills: Practice explaining complex concepts simply, adjusting for different audiences, projecting confidence without arrogance.
The challenge is that if banks do shift toward evaluating these qualities, preparation becomes less formulaic. You can cram for technical questions in weeks. You can’t easily cram for strategic thinking or relationship intelligence—they develop over time.
The Honest Uncertainty
What makes this entire transformation genuinely uncertain is that banks might be pursuing incompatible goals.
They want fewer people with more sophisticated capabilities. They want to eliminate the traditional apprenticeship while preserving both the technical judgment and relationship skills it developed. They want to hire for senior-level qualities in junior candidates, which might narrow their talent pipeline.
We won’t know how this resolves for several years. The first cohorts of bankers developed under this new model are just entering the industry. Whether they achieve the same capabilities as previous generations—and whether those capabilities even matter in the same ways—remains unclear.
The industry is running a live experiment with high stakes. The results will shape banking careers for decades.
And nobody—not the banks, not the recruiters, not the candidates—knows quite how it will turn out.