Southeast Asia's developers self-teach AI faster than companies can train them

Learning faster than organizations can teach
Developers across Southeast Asia are advancing on their own terms, outpacing formal corporate training programs.
Mark

So the headline is that developers are teaching themselves AI faster than companies can train them. But what does that actually mean for someone working in tech right now?

Mimi

It means if you're a developer in Southeast Asia, you're probably learning AI on nights and weekends through online communities and open-source projects, not in a structured program your employer designed. Seventy-two percent of developers are doing this on their own.

Luke

But we should be careful here—the report doesn't say whether that self-teaching is working well or if it's creating gaps. It just says it's happening faster than formal training.

Mimi

That's fair. The report does show that eighty-seven percent of developers have changed their priorities because of AI, and most believe it creates opportunities. So the self-teaching seems to be working for them, at least in terms of motivation.

Mark

What about the regional differences? The report mentions Singapore developers are twice as likely as Vietnam developers to have formal training access.

Mimi

That's a real inequality. If you're in Singapore, you have better institutional support. If you're in Vietnam, you're more likely to be figuring it out through peer learning and online communities.

Luke

But we don't know from this report what the actual outcomes are. Are Vietnamese developers falling behind? Are they learning just as well through peer networks? The report doesn't tell us that.

Mark

And what about the anxiety? The report says forty-four percent worry about falling behind.

Mimi

That's significant. AI is moving so fast that developers feel pressure to keep up constantly. Fifty-eight percent now see AI proficiency as a baseline hiring requirement, not optional.

Luke

Again, though—is that anxiety justified? Is AI proficiency actually becoming a baseline requirement, or is that just what developers perceive? The report is capturing perception, not necessarily market reality.

Mark

So what would actually help here?

Mimi

According to Agoda's CTO, companies need to build systems of trust and accountability around their engineers. Agoda itself is running hackathons, tech talks, and programs like Tech Camp Day to support learning.

Luke

Which is good, but it's one company's response. We don't know how many other companies in the region are doing this, or whether these initiatives are actually closing the gaps the report identifies.

  • A striking 87% of regional developers have already redirected their careers around AI, signaling not gradual adaptation but a collective pivot happening in real time.
  • Employers are losing the race to their own workforce — 72% of developers are self-taught in AI, exposing a structural gap between individual urgency and institutional response.
  • Peer communities and open-source projects have become the region's de facto training infrastructure, filling the void left by formal programs that reach fewer than one in three developers.
  • Access is fracturing along familiar fault lines: Singapore developers are twice as likely as those in Vietnam to receive formal AI training, and junior engineers trail seniors by 25 confidence points.
  • The finish line keeps moving — 44% of developers fear falling behind, and 58% now treat AI proficiency as a hiring baseline, turning self-improvement from ambition into survival.

Across Southeast Asia and India, a generation of software developers is rewriting its own future without waiting for permission. Agoda's 2025 report captures a workforce that has outpaced its institutions — teaching itself artificial intelligence through peer networks and open-source communities while formal training programs lag behind. The momentum is real and remarkable, but it is not equally shared: geography, seniority, and access quietly determine who races ahead and who is left to close the distance alone.

A new Agoda report paints a striking portrait of a workforce that has decided not to wait. Across Southeast Asia and India, developers are acquiring artificial intelligence skills faster than their employers can organize training programs — seventy-two percent self-taught, only twenty-eight percent supported by structured employer programs. The gap is not a minor administrative lag. It signals a region's technical talent advancing on individual initiative, reshaping careers without institutional guidance.

The engine driving this shift is peer learning. More than half of developers rely on online communities and open-source projects — collaborative, fast-moving spaces where engineers teach each other in real time. It is an impressive cultural response to a rapidly changing landscape, but it is also uneven by nature, dependent on who is present, experienced, and willing to share.

That unevenness runs through the report's most sobering findings. Developers in Singapore are nearly twice as likely as those in Vietnam to access formal AI training. A twenty-five-point confidence gap separates senior engineers from junior ones — a reminder that mentorship and structure still matter, even in a self-directed world. Junior developers in lower-access markets face a steeper climb against the same technological clock.

The pressure is compounding. Forty-four percent of developers worry about falling behind as AI evolves, and fifty-eight percent now consider AI proficiency a baseline hiring requirement rather than a differentiator. Agoda's CTO Idan Zalzberg acknowledged the tension directly, noting that self-driven momentum is powerful but requires companies to build trust and accountability structures around it. Agoda has responded with internal hackathons, peer knowledge sessions, and a Tech Camp Day program reaching thousands of students across Thailand.

The report, drawing on voices from developers and companies across the region, leaves its central question open: can institutions build support structures fast enough to match the learning that is already happening on its own?

A new report from Agoda reveals a workforce racing ahead of itself. Across Southeast Asia and India, developers are teaching themselves artificial intelligence faster than their employers can organize formal training programs—a dynamic that is reshaping how technical talent grows, but also exposing deep fractures in who gets access to what.

The numbers tell the story plainly. Eighty-seven percent of developers in the region have already shifted their learning priorities or career direction because of AI. Sixty-two percent believe the technology will create more jobs than it eliminates. Yet when it comes to how they're actually acquiring these skills, the picture is lopsided: seventy-two percent are self-taught, while only twenty-eight percent receive structured training from their employers. The gap is not a minor inefficiency—it suggests that the region's tech workforce is advancing on its own terms, driven by individual initiative rather than institutional planning.

Peer learning has become the backbone of this self-directed education. More than half of developers—fifty-two percent—rely primarily on online communities and open-source projects to learn. These are not formal classrooms or corporate curricula. They are spaces where engineers collaborate, experiment, share code, and teach each other in real time. The culture is fast-moving and collaborative, but it is also unstructured and dependent on whoever happens to be present and willing to help.

This momentum, however, is not evenly distributed across the region. Developers in Singapore are nearly twice as likely as their counterparts in Vietnam to have access to formal AI training. The gap between senior and junior engineers is even starker—a twenty-five-point confidence gap separates the two groups, suggesting that mentorship and structured support can meaningfully accelerate skill development. Those with experience can move faster; those without it are left to catch up on their own.

The pressure is mounting. Forty-four percent of developers worry about falling behind as AI technology evolves. Fifty-eight percent now view AI proficiency as a baseline requirement for hiring, not a nice-to-have skill. The result is a workforce that is ambitious and adaptable, learning faster than organizations can respond, but also strained and uneven. Junior engineers in Vietnam face different odds than senior engineers in Singapore, even though both are racing against the same technological clock.

Agoda's Chief Technology Officer, Idan Zalzberg, framed the challenge directly: developers across the region see AI as a tool to accelerate their work, not as a replacement for human judgment, and they are upskilling themselves faster than many organizations can respond. The self-driven momentum is powerful, he said, but sustaining it requires companies to build systems of trust and accountability around their engineers. Agoda itself has invested in several initiatives—internal AI hackathons where engineers experiment with emerging technologies, regular tech talks and knowledge-sharing sessions to accelerate peer learning, and Tech Camp Day, a program that has reached thousands of university and high school students across Thailand with foundational technical skills.

The report draws on input from developers across Southeast Asia and India, along with insights from regional companies including Carousell, MoMo, Omise, and SCB 10x. It offers a snapshot of how AI is being adopted and experienced across the region's developer ecosystem at a moment when the technology is reshaping what it means to be a software engineer. The question now is whether companies and institutions can build structures fast enough to support the learning that is already happening on its own.

Developers across the region view AI as a tool to accelerate their work, not a replacement for judgment, and they're upskilling themselves faster than many organizations can respond.
— Idan Zalzberg, Chief Technology Officer at Agoda
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