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Venture Capital vs Investment Banking: A complete Guide

Compare venture capital and investment banking: explore the functional differences, compensation structures, career paths, and when to work with each.

Compare venture capital and investment banking: explore the functional differences, compensation structures, career paths, and when to work with each.

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17 min read

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niclas schlopsna

Niclas Schlopsna

Managing Partner

Spectup

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Table of Content

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Summary

Different capital sources, different business models

VC invests equity in early-stage companies and builds long-term positions. IB advises mature companies on transactions and earns fees.

[01]

Compensation structures vary dramatically

IB offers high salary plus annual bonuses. VC offers lower base with carry (profit share) on exits, which is illiquid and contingent.

[02]

Career transition IB-to-VC is possible, not trivial

Bankers learn deal structure and investor management, but must prove investment judgment to advance beyond analyst roles in VC.

[03]

When founders need each depends on company stage

Early-stage founders typically work with VCs. Growth/scale founders considering M&A or exit need investment bankers or boutique advisors.

[04]

2026 market forces are reshaping both careers

VC fund compression and AI in M&A are shifting career attractiveness. Remote work and specialization are fragmenting traditional partner tracks.

[05]

SUMMARIZE THIS STORY WITH AI

SUMMARIZE THIS STORY WITH AI

Last quarter a medtech founder sat across from me after a pitch meeting, holding a $40M growth-equity term sheet in one hand and a cold email from a Morgan Stanley banker pitching her on a strategic review in the other. "Which one of these am I actually supposed to want?" she asked.

That question, the one most founders never ask out loud, is the confusion I've watched repeat for a decade: when do you need a venture capitalist, and when do you need an investment banker?

The week before, I'd been on the phone with a consumer-tech founder coming out of his 87th VC meeting in a single fundraise; he did not need a banker. The medtech founder with $40M on the table did, the same archetype on paper, a completely different advisor.

The right answer is mechanical, not philosophical. It turns almost entirely on what your next twelve months look like: are you raising capital, or executing a transaction?

Here is the functional split in three lines:

  • Venture capital sells equity to build. Used by early- and growth-stage founders who need runway.

  • Investment banking executes transactions for fees. Used by mature companies doing M&A, strategic exits, or IPOs.

  • The career question (banker vs. VC) is separate and runs on different compensation mechanics and risk profiles, covered later in this guide.

Conflating the two costs founders the same way every time: wrong advisor, wrong process, six months burnt. This guide walks through the mechanics that actually decide which one you need, with specific examples from real founders' and career paths. If you're early-stage and raising, spectup offers fundraising consulting services focused specifically on the VC side of that split.

What is the difference between venture capital and investment banking?

The short answer is venture capital vs investment banking comes down to ownership versus fees.

  • Venture capital backs early-stage companies with equity investment

  • Investment banking advises mature companies on transactions for fees.

Different capital, different career paths, different risk profiles.

Let me start with the simplest definition, then expand.

Venture capital is equity investment in early-to-mid-stage companies.

VCs write cheques, take ownership, and hold those positions for 7-10 years, making money when you exit (acquisition or IPO) at a multiple of their original investment; they are long-term partners.

Investment banking is advisory and transaction execution for mature companies.

Bankers structure deals, mergers, acquisitions, IPOs, and debt raises, and earn fees based on transaction size, typically 0.5 percent to 2 percent depending on deal type and banker influence. They are transactional advisors, not partners.

Founders assume venture capitalists and investment bankers do similar work with a different label. In reality:

  • A VC writes you a cheque for 15-25% of your company

  • An investment banker charges you a fee to negotiate your exit or next financing round.

That distinction matters: one is equity-based and patient, and the other is fee-based and immediate.

One bets on founders and markets, while the other bets on deal mechanics and execution. Both make money, both are lucrative; they just operate completely differently.

Key differences: understanding venture capital vs investment banking and private equity

Founders often ask a broader question:

  • What is the difference between venture capital, investment banking, and private equity?

The comparison of private equity vs venture capital vs investment banking confuses most professionals because all three involve capital, institutional money, and large financial transactions. Understanding the separation is critical.

This distinction matters especially when thinking about your capital strategy long-term.

  • A founder at Series A needs VC equity capital and board support

  • A founder at Series D considering acquisition needs an investment banker who can run a competitive process and negotiate multiples

  • A founder planning an IPO needs bankers who understand public markets.

None of these advisors are interchangeable, even though they all work with capital.

Here is a comparison table that covers the functional difference between all three:

Founders assume: bankers and VCs can be interchangeable advisors. In reality: their incentives are opposite. Bankers earn fees at close; VCs only win if your valuation compounds over 7-10 years.

Factor

Venture Capital

Investment Banking

Private Equity

Deal type

Equity in early/growth companies

M&A, IPO, debt advisory

Control purchases of mature companies

Company stage

Seed through Series C-D

Mature, profitable, $50M+ revenue

Mature, profitable, $20M+ EBITDA

Hold period

7-10 years (exit event)

N/A (transaction-based)

5-7 years (buyout, sale, IPO)

How they make money

Equity appreciation on exits

Transaction fees (0.5-2 percent of deal size)

Equity appreciation plus management fees

Client relationship

Board seat, long-term partnership

Transactional advisor, hired for specific deal

Owner, full operating control

Risk profile

High (binary: exit or fail)

Low (fee-based, deal closes or not)

Medium (leveraged bets on cash flow)

The biggest insight:

  • VCs and PEs both take equity bets and hold for years

  • Bankers take fee bets and harvest annually

That structural difference shapes everything downstream: how they evaluate opportunity, how they structure deals, how they exit, and how they calibrate risk.

Venture capital: How do founders get growth capital and strategic support?

Venture capitalists bet on founders and market growth. They invest $1 million to $50 million or more in exchange for 15 percent to 25 percent ownership (diluted across the cap table over future rounds).

But they're not just writing cheques; they get a board seat, weekly or monthly involvement, and responsibility for your outcome. That is the fundamental trade of venture capital.

VCs ask four core questions about every opportunity:

Founders assume a banker joining a VC firm already knows the job. In reality, the banker-to-VC transitions I've watched take 18-24 months before pattern recognition kicks in, because the skills that close a deal aren't the skills that pick a winner.

  • Is the founder capable of building a company worth $1 billion or more?

  • Is the market large enough to justify the risk?

  • Can we achieve 10x or more on our investment before exit?

  • What could go wrong, and do we have conviction anyway?

If the answer to any of these is no, they pass. That is why VCs reject 98 percent of pitches. They need to believe in that multiple times, and they need conviction in the founder.

What venture capitals bring beyond capital?

Diverse venture capital paths: journalism, operations, and banking

The best venture capitalists often come from non-traditional paths; Mike Moritz is perhaps the most illustrative. In the 1980s, Moritz was a journalist for Time magazine covering Silicon Valley and technology companies, with no banking background, no venture capital training, and no formal finance education.

He watched the personal computer revolution unfold, understood strategic shifts, and recognised founders with transcendent vision.

Don Valentine, Sequoia Capital's founder, recruited Moritz to join Sequoia in 1986 as a partner. At Sequoia, Moritz backed Yahoo (Series B at $1 million pre-money, exited for $1 billion in 1996), Google (Series A led by Sequoia at $25 million pre-money, exited for $1.7 trillion market cap), and PayPal.

Over three decades, Moritz's investments returned tens of billions to Sequoia's LPs. His background was journalism, not banking; his edge was founder intuition and market pattern recognition.

Moritz is the sharpest version of the pattern, but he is not the only archetype.

Two other paths into top-tier VC are worth holding in your head:

  • Operator-to-VC (Vinod Khosla). Co-founded Sun Microsystems, joined Kleiner Perkins in the early 1990s, and spun out Khosla Ventures in 2004. His edge is having run a company; he knows what founders actually need at each stage.

  • Banker-to-VC (Bill Gurley). Equity research analyst at Credit Suisse First Boston covering Amazon's 1997 IPO, then to Hummer Winblad, and then Benchmark, where he backed Uber, OpenTable, and GrubHub. His edge is deal sophistication and investor credibility carried over from banking.

The common thread is not pedigree; it is pattern recognition, compiled from whatever domain you spent a decade inside. Moritz's came from covering Silicon Valley, Khosla's from building a company, Gurley's from reading a thousand tech filings.

Nicole DeTommaso
Niclas Schlopsna
@NiclasSchlop·

Venture Capital is like dating. You have to: - Know what you're looking for - Be attractive - Have an interesting story - Show t... See more

Nicole DeTommaso
Niclas Schlopsna
@NiclasSchlop·

Venture Capital is like dating. You have to: - Know what you're looking for - Be attractive - Have an interesting story - Show t... See more

In venture capital vs investment banking, VC is where you get ownership, and IB is where you get fees. Bankers who move to VC usually do it for one reason: they want agency over outcomes, not a cut of someone else's.

The banker mindset is transactional. The VC mindset is relational. Most people who try to do both end up mediocre at each.

Investment banking: advisory, M&A, and capital markets for mature companies

Investment bankers are experts in transaction mechanics. They are hired to structure and close deals for companies that are already established. The distinction between investment banking vs venture capital is simple: IB handles exits and mature growth.

VC handles founding and scaling.

Bankers earn their money by closing deals. A $500 million acquisition might carry a 1 percent advisory fee of $5 million. An IPO might be 3 percent to 5 percent of the total raise.

That is how bankers scale revenue: bigger deals, bigger fees. It isn't creative. It is predictable.

And it's lucrative if you're on a major transaction desk at Goldman, Morgan Stanley, or JPMorgan.

Investment banking compensation and deal types

Investment bankers specialize in four main deal types:

  1. M&A (mergers and acquisitions). Advising on the sale or purchase of a company. Fee is typically 0.75 percent to 1.5 percent of deal size. Advisors on both sides means the bank makes fees on both directions.

  2. Capital markets. IPOs, secondary offerings, debt issuance. IPO fees are highest: 3 percent to 5 percent of proceeds. Debt advisory is 0.25 percent to 0.5 percent.

  3. Financial advisory. Restructuring, bankruptcy, going-private transactions. Highly specialized, smaller deal volumes, higher fee rates of 1 percent to 3 percent.

  4. Leveraged finance. Arranging debt for private equity buyouts. Relationship-based, recurring, steady fee stream.

Notice the pattern: bankers only make money when deals close. No deal, no revenue. That creates urgency and alignment in the short term.

But it's fundamentally different from VC, where the goal is patient capital compounding over years.

niclas schlopsna substack
Niclas Schlopsna
May 9·Niclas SchlopsnaSubscribe
If you are a founder and hate investment bankers, I can totally feel you. That soft mandate is like vibe debt when everyone talks about the "signed mandate". It’s like the true unwritten exclusivity. This is when a bank does free work for a founder or a CEO for 12 months, building models, intro-ing them to talent, or reviewing their strategy, without a single contract in place. And you start feeling like you owe them the deal because they’ve been "so helpful." This prevents you from shopping around for a bank that might actually have better connections in a specific sector, like Fintech or SaaS.
May 9
niclas schlopsna substack
Niclas Schlopsna
May 9·Niclas SchlopsnaSubscribe
If you are a founder and hate investment bankers, I can totally feel you. That soft mandate is like vibe debt when everyone talks about the "signed mandate". It’s like the true unwritten exclusivity. This is when a bank does free work for a founder or a CEO for 12 months, building models, intro-ing them to talent, or reviewing their strategy, without a single contract in place. And you start feeling like you owe them the deal because they’ve been "so helpful." This prevents you from shopping around for a bank that might actually have better connections in a specific sector, like Fintech or SaaS.
May 9

Compensation and career progression: VC versus investment banking

This is where founders and professionals get confused most often. Venture capital vs investment banking salary structures are dramatically different. Understanding the mechanics is critical if you're choosing a career path.

Investment banking compensation breakdown

IB pays you every year. Here is a typical progression at major firms:

Level

Base Salary

Bonus (good years)

Total Comp

Analyst (post-college)

$90K-$120K

$80K-$200K

$170K-$320K

Senior Analyst (3 years)

$120K-$150K

$120K-$300K

$240K-$450K

Associate (post-MBA)

$150K-$200K

$150K-$400K

$300K-$600K

VP (8+ years)

$200K-$350K

$300K-$1M+

$500K-$1.5M+

The money hits your account every year, bonuses scale with deal volume, the base is sticky, and there is no waiting for liquidity events. Tier-one megabanks sit at the top of the range; boutiques pay 10-20 percent less. For deeper benchmarks by level, see Wall Street Oasis and Mergers & Inquisitions.

Venture capital compensation breakdown

VC base salaries are lower, but carry (profit share on fund exits) is the real game:

Level

Base Salary

Carry (percent of fund profits)

Realized over 10 years

Analyst

$80K-$120K

0 percent (rarely)

$0-$50K

Associate

$100K-$150K

0.1-0.5 percent

$100K-$500K+

Principal/Partner

$150K-$250K

0.5-2 percent

$500K-$5M+

Partner (founder/senior)

$200K-$400K

2-5 percent+

$1M-$50M+

The gap between analyst and partner compensation is enormous, but it reflects a critical insight: early-stage VCs are paid as investment scouts with upside optionality. Mid-stage VCs are paid as investment managers with increasing carry. Senior partners are paid as capital allocators and portfolio shepherds.

The longer you stay and the more successful you're, the more carry you accumulate.

This creates strong incentives for retention and long-term thinking, unlike banking where compensation resets annually.

The catch: carry is illiquid and contingent. You don't see the money until your fund exits. That might be 10 years away.

And if the fund underperforms, you see nothing.

Carry vesting typically spans 5-10 years as the fund realizes exits.

  • A junior associate making 0.1 percent carry on a $200 million fund that achieves 2.5x return over 10 years sees approximately $50,000 in carry

  • A principal at 1 percent carry on the same fund sees $500,000.

  • A senior partner at 2 percent might see $2 million.

But this is contingent: if the fund underperforms and returns only 1.2x, all carry shrinks proportionally. Additionally, carry is typically paid out only after the fund returns its invested capital to LPs first, a threshold called the hurdle rate (usually 8 percent IRR ).

This makes the timing unpredictable.

A top-decile VC at a mega-fund ( a16z , Sequoia, Benchmark) making 1 percent to 2 percent carry on a $1 billion fund that exits for 5x return could see $50 million or more. A median VC making 0.5 percent carry on a $200 million fund that returns 2x sees $2 million. The range is enormous, and luck matters as much as skill.

Career choice: Pursuing venture capital vs investment banking

Career choice comes down to personal preferences and risk tolerance. Here is how I think about it with professionals who ask me directly:

Choose investment banking if:

  • You want to earn high salary plus bonus every year with no waiting

  • You prefer transaction execution over long-term judgment calls

  • You enjoy client relationships and deal closure

  • You are comfortable with 60 to 80 hour weeks during deal cycles

  • You want to test your interest in finance before committing to illiquid carry

Choose venture capital if:

  • You want to bet on founders and markets long-term

  • You are comfortable with illiquid compensation (carry on exits)

  • You prefer pattern recognition and judgment over transaction mechanics

  • You want agency over founder outcomes, not just an advisory role

  • You are willing to invest 5 to 10 years to build outsized returns

Most people choose banking first because it pays immediately. Some never leave. Others pay down debt and move to VC in their late 20s or early 30s with a financial cushion.

Both paths are valid.

Transitioning from investment banking to venture capital: what you need to know

How to transition from investment banking to venture capital is a question I get asked regularly. The IB-to-VC transition is one of the most common moves in finance because bankers understand capital structures, can model company economics, and already know institutional investors.

They have operating use on day one. But the transition requires more than domain knowledge. It requires a mental shift from transaction execution to investment judgment.

Frank Quattrone 's career illustrates this arc. In the 1990s, Quattrone was Morgan Stanley's most famous technology banker. He advised Netscape before its IPO, covered Cisco and Amazon, and became a star.

Banking paid him generously, but it has a ceiling: you're an intermediary taking fees. You aren't making the bets yourself.

In the late 1990s, Quattrone founded Deutsche Morgan Grenfell's technology advisory group, which became CSFB's technology banking operation. He was essentially running a semi-independent boutique within the megabank. But even that wasn't enough.

In 2000, he founded Qatalyst Partners, a pure advisory boutique for technology M&A and corporate strategy. Qatalyst succeeded by focusing on advisory rather than transaction banking, letting Quattrone maintain intellectual independence.

Quattrone's path shows the transition gradient: banker, then banker-advisor hybrid, then advisory specialist. He did not move directly to VC, but he moved away from transaction banking toward judgment-based advisory. Many bankers make a more direct IB-to-VC move, and it works because the skills transfer are obvious.

But as Quattrone found, the culture shift is real.

What skills transfer from investment banking to venture capital

Banking gives you three things that VC values highly:

  • Model literacy. You can read a financial model and spot BS instantly. VCs need this skill for diligence.

  • Investor management. You have presented to boards, managed institutional relationships, and negotiated with PE firms. VC needs the same skills for limited partners and follow-on investors.

  • Operational awareness. You have seen thousands of company financials. You understand gross margins, CAC payback, cash burn rates. That pattern recognition is portable.

What doesn't transfer: investment judgment. Bankers are trained to close deals. VCs are trained to pass on 98 percent of deals.

Your first three to five years in VC, you're learning to say no with conviction. That is harder than it sounds. You are overriding the part of your brain that closes deals.

This gap explains why many talented bankers struggle early in VC. In banking, you're trained to win every deal. You build relationships, negotiate terms, close transactions.

The culture rewards persistence and deal closure. In VC, you must develop the opposite muscle: ruthless pattern matching and the discipline to pass on great opportunities because they don't meet your thesis. A banker who backed 30 companies expecting 10 percent to succeed (typical banking win rate on pitches) would be marked as a poor investor.

A VC who backed 100 companies expecting 2-3 percent to be breakthrough successes (typical VC bar) would be unremarkable. Different games entirely.

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The investment banking-to-venture capital roadmap

Here is the typical career progression:

  1. Banking analyst or associate (2-4 years). Build financial literacy and investor relationships. Prove you can analyze companies and model complex transactions.

  2. Junior VC analyst or associate (3-5 years). Learn to source deals and evaluate companies. Make investment recommendations. Get 0 percent to 0.5 percent carry typically.

  3. Senior VC principal or partner (5+ years). Lead investment thesis and strategy. Make final investment decisions. Carry jumps to 0.5 percent to 2 percent plus. Board seats are expected.

Research from PitchBook and Crunchbase indicates that roughly 15-20 percent of junior VC analysts and associates come directly from investment banking backgrounds. The median age of banker-to-VC transition is 28-32 years old, typically 3-5 years post-MBA. First-year VPs joining a fund often receive 0.3-0.7 percent carry, which vests over the fund's lifetime (typically 5-10 years) and is contingent on the fund closing successfully and the investor remaining with the fund.

Why the banker-to-VC jump is the expensive one

The jump from step one to step two is the hardest piece of this path, and it is not mostly about finance skills. In banking you win by executing faster and more thoroughly than the next desk; in VC you win by identifying patterns others miss and holding conviction against consensus. Those are different muscles.

The practical consequence: for the first three to five years in VC, you aren't judged on diligence quality, you're judged on whether your picks outperform. Writing a strong memo arguing to pass on a deal is harder than closing one.

Most bankers who transition spend 4–6 years as analyst or associate building an investing track record before they can credibly pursue partner roles, and the ones who stall have one of three problems:

  • They can close deals but can't evaluate founders

  • They get emotionally attached to their own theses

  • They can't hold positions for seven-plus years waiting for exits.

Emerging trends: how AI, remote work, and market compression are reshaping both careers?

The landscape for both careers is shifting in 2026. Three forces matter:

The career landscape is shifting. McKinsey research on financial services highlights how AI, remote work, and market compression are accelerating talent mobility between banking and venture capital.

AI is automating M&A diligence

Bankers and VCs both use AI to build financial models, analyse cap tables, and review contracts. This compresses time-to-close on deals. But it also erodes the analyst-level work that used to train junior bankers.

Automation cuts junior banking roles and speeds VC deal evaluation. The banker career path, which used to take 10 years to partner, is tightening.

Venture capital fund compression

The big fund era is tightening.

  • Mid-stage funds of $200 million to $500 million struggle to raise

  • Small funds of $50 million to $150 million

  • Mega-funds of $500 million plus are winning.

That changes career dynamics: fewer up-or-out partner-track opportunities in the middle, but more growth in emerging fund models like microfunds, SPVs, and secondaries.

According to National Venture Capital Association data and Bain & Company VC reports , mid-stage fund formation has declined 30 percent since 2021, while mega-funds and microfunds have both grown. This structural shift reshapes incentives for junior VCs and creates new paths in emerging fund models.

Fee compression in investment banking

Advisory margins have compressed post-2024. Mega-deals are rarer. Boutique advisory is outselling megabank M&A on nimbleness and focus.

That is shifting banker compensation: base salaries are sticky, but bonuses are tighter than they were five years ago. For professionals in banking, the exit to VC or advisory is more appealing than it used to be.

The practical takeaway: Both careers are becoming more specialized. Generalist bankers and generalist VCs are less valuable. The career path is increasingly niche: climate tech VC, healthcare M&A, deep tech advisory.

Not broad.

What does this mean for professionals in 2026?

If you're early in your banking career, now is the time to test whether you prefer the transactional or equity mindset . If you enjoy modeling, deal mechanics, and transaction closure, banking is a viable long-term career.

You can reach partner in your late 40s and earn substantial carry on major transactions. If you enjoy pattern matching, founder intuition, and long-term bets, VC is your path, but you must be prepared to take a salary cut, move to a lower cost-of-living area, and accept illiquid compensation for 7-10 years. Neither choice is wrong.

They just require different psychology.

My direct assessment of venture capital versus investment banking

After five years running spectup as a capital advisory firm and watching founders cycle through both advisor types, here's my honest assessment: choosing between venture capital and investment banking isn't a skill question. It is a personality and risk-tolerance question on the career side and a transaction question on the founder side.

Bankers are transaction architects. They thrive on closing deals, hitting milestones, earning annual bonuses. VCs are pattern matchers.

They thrive on identifying patterns, making long-term bets, and watching capital compound. Both require intelligence and discipline. They just require different kinds.

For founders, understanding the difference between venture capital vs investment banking is critical. Work with VCs if you're raising capital and building from zero. Work with bankers or advisory boutiques if you're scaling and thinking about exit or M&A.

Do not confuse the two advisor types.

One final note: the best founders understand both advisors deeply and know when to activate each. Many successful founders work with VCs from seed through Series C, then bring in bankers for growth-stage M&A advisory or IPO planning. Some founders work with bankers on strategic partnerships or secondary sales while keeping their VC board intact.

The two advisor types aren't mutually exclusive; they serve different functions at different moments in the company lifecycle. Knowing which function you need at each stage is the key skill.

For a detailed comparison of different investor types and how they operate at different stages, see our comprehensive guide to startup investors .

How spectup helps founders pick the right advisor

The pattern I see in client work: founders hire whichever advisor type happens to be in their network first, then spend six months discovering they needed the other one. A Series A founder brings in a banker friend to "explore options" when what she actually needs is a fundraising partner; an EBITDA-positive SaaS company courts VCs when a growth-equity bank would have run a cleaner process and gotten a better price.

At spectup we stay advisor-agnostic. Our investor outreach service is used by founders who already know they need venture capital; for founders unsure whether their next move is a raise, a strategic review, or a secondary, we walk through the decision before any outreach starts.

A broader view on which investor type fits which stage lives in our guide to startup funding stages and in our walkthrough on how to raise venture capital. If you want to talk through where you actually stand, book a call.

Concise Recap: Key Insights

Two fundamentally different capital ecosystems.

Venture capital bets on founders and growth; investment banking executes transactions for fees. They serve different company stages and require different skill sets.

Compensation structures are inverted.

Banking pays high salary and annual bonus. VC pays lower base with illiquid carry on exits, potentially much larger over time but dependent on fund performance.

Timing determines which you need

Early-stage founders work with VCs. Growth-stage and mature founders considering M&A work with bankers or advisory boutiques. Do not confuse the advisor with the capital stage.

Frequently Asked Questions

What is the main difference between venture capital and investment banking?

Venture capital invests equity in early-to-mid-stage companies in exchange for ownership, betting on growth and exit multiples. Investment banking advises mature companies on M&A, capital markets, and transactions, earning fees. VC is long-term and illiquid; IB is transactional and cash-generating.

Is venture capital riskier than investment banking?

What do venture capitalists versus investment bankers do?

Can you transition from investment banking to venture capital?

What is the salary difference between VC and investment banking?

How do venture capitalists and investment bankers evaluate opportunities differently?

niclas schlopsna

Niclas Schlopsna

Managing Partner

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Ex-banker, drove scale at N26, launched new ventures at Deloitte, and built from scratch across three startup ecosystems.

niclas schlopsna

Niclas Schlopsna

Managing Partner

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Ex-banker, drove scale at N26, launched new ventures at Deloitte, and built from scratch across three startup ecosystems.

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