The most open door in the job market is the one most graduates never knock on.就业市场上最敞开的那扇门,恰恰是大多数毕业生从没敲过的。

Ask a hall of fresh graduates where they're applying, and you'll hear the same names: banks, telcos, the Big Four, government-linked companies, multinationals with famous logos. These are fine employers — and their graduate programmes receive thousands of applications for a handful of seats.

问一整个礼堂的应届毕业生打算投哪些公司,你听到的永远是同一批名字：银行、电信公司、四大会计师事务所、官联公司、名字响亮的跨国企业。这些当然是好雇主——但它们的毕业生计划,往往是几千人争抢寥寥几个名额。

Meanwhile, a different kind of employer is hiring with far less fanfare: AI startups, Web3 companies, crypto and fintech builders, and the broader wave of emerging tech firms setting up across the region. They rarely appear at campus career fairs. Most graduates never consider them. And that is precisely why they represent one of the least crowded paths into a real career.

与此同时,另一类雇主正在悄无声息地招人：AI 初创、Web3 公司、加密与金融科技团队,以及正在区域内快速布局的新兴科技企业。它们很少出现在校园招聘会上,大多数毕业生从未把它们列入考虑——而这,恰恰意味着它们是通往真正职业生涯的、人最少的那条路。

Why emerging tech hires differently为什么新兴科技公司的招聘逻辑不一样

Traditional graduate hiring is built around filters: university ranking, CGPA cutoffs, structured assessment centres. Young technology companies simply can't hire that way — they're small, they move fast, and every hire has to contribute within weeks. So they optimise for different signals:

传统的毕业生招聘建立在层层筛选之上：大学排名、CGPA 门槛、标准化测评中心。年轻的科技公司根本没法这样招人——团队小、节奏快,每一个新人都必须在几周内产出价值。所以它们看重的是完全不同的信号：

• Proof over pedigree. A GitHub repo, a deployed side project, a community you helped run, a hackathon entry — evidence you can build and finish things counts for more than where you studied.
• Learning speed. The stack changes every six months; they hire people who demonstrably teach themselves.
• Ownership. In a ten-person company there is no "that's not my job." Graduates who show initiative — in student clubs, projects, part-time work — stand out immediately.
• Communication. Remote-first, cross-border teams live and die by clear writing and honest updates.
• 用作品说话,而不是用出身说话。一个 GitHub 仓库、一个上线的小项目、一个你参与运营的社群、一次黑客松参赛经历——"你能做出并完成东西"的证据,比你在哪里读书重要得多。
• 学习速度。技术栈每半年就换一轮,它们要招的是能证明自己会自学的人。
• 主人翁意识。在一家十个人的公司里,不存在"这不归我管"。在社团、项目、兼职中展现过主动性的毕业生,会立刻脱颖而出。
• 沟通能力。远程优先、跨国协作的团队,靠的就是清晰的书面表达和诚实的进度沟通。

The trade-offs, honestly诚实地说说代价

This path isn't for everyone, and pretending otherwise would be bad consulting. Startups can fail; Web3 and crypto go through brutal market cycles; job scopes are fuzzy; training is "learn by doing" rather than a structured programme; and you must do your own due diligence on any company — especially in crypto, where legitimate builders and bad actors share the same industry. Part of Insightra's work is exactly this filtering: we connect students only with companies we've vetted through our sponsor network.

这条路并不适合所有人,假装它完美无缺就不是负责任的咨询了。初创公司可能失败；Web3 和加密行业有残酷的市场周期；工作职责边界模糊；培训方式是"边做边学"而不是系统化课程；而且你必须对任何一家公司做尽职调查——尤其在加密行业,认真做事的团队和浑水摸鱼的玩家共用同一个行业标签。Insightra 的工作之一正是这道筛选：我们只把学生对接给经由赞助网络审核过的企业。

What we're researching next我们接下来要研究什么

Over the coming months, we're sitting down with founders and hiring managers at AI, Web3 and emerging tech companies across Malaysia and the region, asking the questions graduates most need answered: What roles are you actually hiring fresh graduates for? What makes a candidate with no experience hireable? What salary ranges are realistic? And for international graduates — what makes a work-pass sponsorship worth it to you?

接下来的几个月,我们将与马来西亚及区域内 AI、Web3 与新兴科技公司的创始人和招聘负责人坐下来,替毕业生问出他们最需要答案的问题：你们到底会为哪些岗位招应届生？一个没有经验的候选人,怎样才算"值得招"？现实的薪资范围是多少？以及对海外毕业生——什么样的人才,值得你们为其担保工作准证？

The full interview series will be published here. If you run a company in this space and want to be part of it — or sponsor the students it serves — we'd love to talk.

完整的访谈系列将在本站发布。如果你正经营这个领域的公司,愿意参与访谈——或赞助这些服务学生的项目——欢迎联系我们。