How are software and AI startups changing within today's venture capital (VC) landscape? This episode dives deep into the data and practical perspectives on shifting investment paradigms, talent hiring trends, what founders look like today, and how these changes actually affect engineers. The bottom line: the bar of "only fast-growing companies win" has gotten even higher, fewer people are expected to deliver more results, and the criteria for evaluating startup work environments and engineering careers are evolving.
1. Changing Startup Hiring Trends and VC Funding Flows
Since 2022, startup hiring has declined noticeably. According to Carta data, hiring dropped from 73,000 in January 2022 and is projected to fall to roughly 20,000 by January 2025. This is the result of both AI's impact and significantly raised VC investment standards.
"I'm not one of those people who says AI won't take jobs away. I actually think it's already having an impact."
VC investment remains active, but the number of companies receiving funding has decreased. A small number of standout companies (especially AI firms) are attracting massive capital, while the vast majority struggle to secure new investment.
"As of 2025 on Carta, seed and Series A rounds are happening at an average of 7.4 per day -- that's half the level of 2021."
Capital is still flowing, but the era when "anyone could get VC funding" is over.
2. The Key Difference Between VC-Backed and Non-VC-Backed Companies
The biggest difference between VC-backed and non-VC-backed companies is the pressure for hyper-growth. VCs deploy capital on the premise of rapid growth -- explosive future expansion.
"What venture pursues isn't just growth -- it's massive expansion. Investors always demand 'fast growth,' and founders and employees alike end up moving to that rhythm."
This leads to excessive workloads from rapid scaling, uncertainty, and sometimes irrational decisions. In contrast, revenue-focused companies that grow slowly (non-VC) offer more stability but find it harder to raise large amounts of capital or expand quickly.
3. Hiring, Team Structure, and the Impact of AI
Recent startups are shifting toward accomplishing more with fewer people. Thanks to AI tools, "small teams making big impact" has become a real possibility.
"The average headcount at Series A startups was 20-22 in 2022, but it's projected to drop to 12-13 by 2025."
A key metric gaining attention is ARR per FTE (Annual Recurring Revenue per Full-Time Employee). In other words, a culture that prioritizes financial efficiency -- how much revenue each person generates -- is solidifying.
"Simple growth alone isn't enough anymore. Investors get excited about teams with high per-capita revenue, like a company with 15 employees generating $7 million in ARR."
This pushes startups to emphasize "fewer people, greater efficiency" even more, and the hiring bar keeps rising.
4. Key Issues in Startup Investment (Valuations, Bridge Rounds, Down Rounds, etc.)
Venture investment tends to set company valuations high, but that comes with proportional risk. When growth stalls, companies increasingly face bridge rounds (additional survival funding) or down rounds (raising at a lower valuation than before).
"The success rate for startups that went through a bridge round reaching Series A was 33% in 2020, but dropped to around 8% by 2022."
Down rounds are often seen as a "stamp of failure" for a company, and engineers should be keenly attuned to this signal.
"Even if I hold 1% equity, the probability of actually cashing it out is very low -- unless you work at Google or Meta."
5. Founding in the AI Era: The Rise of Solo Founders, Though VCs Still Prefer Teams
AI-powered tools have led to a rapid increase in solo founders. As of 2024, more than one-third of startups on Carta are solo-founded.
"The cost of starting a company has dropped, and one person can do so much more -- founding a company itself has become much easier."
However, VCs still prefer to invest in team-based startups.
"If you couldn't convince a co-founder, the perception is that it'll be even harder to recruit top talent later."
In practice, execution may be solo, but at the fundraising and scaling stage, "teamwork" remains highly valued.
6. Employee Stock Options, Dilution, and the Reality of Exits
The majority of startup employees are compensated through stock options, but across multiple rounds of investment and exit processes, dilution and senior investor liquidation preferences make it difficult to earn as much as expected.
"The more money raised from venture capital, the first to get paid in an acquisition are the investors. What's left for employees is often less than you'd think."
Understanding this structure clearly is essential for setting realistic expectations.
Approaching startup work with the mindset of gaining "maximum responsibility and learning opportunities rather than maximum compensation" is a strategy more aligned with reality.
7. The Role and Compensation of Advisors, and Opportunities for Engineers
When experienced engineers or industry experts participate as startup advisors, they typically receive a small equity stake (around 0.25%).
"A world-class expert in matching algorithms can provide enormous intangible value to a founding team by advising just a few hours a month."
Advisors are most valuable when they provide tangible help such as connecting customer networks or offering high-level technical consultation. As engineers accumulate career experience, these kinds of opportunities are worth keeping in mind.
8. Longer VC Funding Round Cycles and the "Quit" Discussion
Until 2021, it was typical to go through funding rounds on an 18-24 month cycle, but now it can take 2.5-3 years to reach the next round.
"You have to accept that the time you need to survive before the next round has gotten longer than originally expected."
Also, persisting with one idea for a long time isn't necessarily a virtue. Sometimes a quick "pivot" or "proactive wind-down" can be a wise choice for the next challenge.
"Silicon Valley always has the 'never give up' narrative, but in reality, failing fast is also considered part of growth."
9. How Engineers Should Evaluate and Work at Startups
Here are the essential points engineers should check before joining a startup:
- The company's growth rate (revenue growth, user growth, etc.)
- Technical momentum or competitive edge (differentiation points)
- Founder/leadership team capabilities and reputation
- Cash on hand, burn rate, and timing of last funding/exit
"If you're joining as an engineer, I always emphasize the advice: evaluate the company from an investor's perspective."
At startups, you get hands-on experience with real work (coding + business) on small teams, and network expansion happens naturally.
"At a startup, it's not just technical skill -- a player-coach mindset and comprehensive business sense are the keys to growth."
10. Recommended VC/Startup Resources and Tools
- To stay current on VC/startup trends, follow tech newsletters, podcasts, and data reports
- For data visualization tools, Tableau remains highly recommended (panel consensus)
"Ben Thompson's Stratechery (tech + business), Pragmatic Engineer, and emerging new podcasts all help build practical instincts."
Conclusion
The startup and VC market in 2025 demands higher growth, fewer people, and more ruthless capital efficiency. Changes are accelerating across the board -- from team structures to investment structures, and from day-to-day work to evaluation criteria. You need to carefully assess your own career and a company's future based on data, and proactive networking combined with an exploratory attitude is more important than ever. "The future of startups is an era of steeper growth and higher risk. But for those who prepare properly, new opportunities will open for everyone."
If you're an engineer or aspiring founder, properly understanding the reality of VC-backed startups will determine tomorrow's competitive edge.