Reading the Next Industry Shift Two Years Early
The Chinese internet has flipped several times in thirty years: PC → mobile → O2O → short video → large models. Every flip broadcast signals about two years ahead of itself, and most people in the industry didn't notice until the coverage was everywhere.
One of the core skills of a veteran is reading those signals two years before everyone else. Two years early and you have time to move. Two years late and you take whatever comes — the pay cut, the layoff, the career change you didn't choose.
Four Signals That Actually Hold Up
Signal 1: the money moves first
Money always moves first. Where to look:
- Where VCs are raising: which sector just got an oversized dedicated fund at a top firm
- Corp dev at big tech: what they're buying and what they've stopped buying. Slower than VC, but more accurate
- Where senior people at leading companies go next: staff-plus engineers and senior engineering managers have information you don't. Their feet move about a year ahead of the news
Example: before large models took off at the end of 2022, top China VCs were already all over model teams in the second half of 2021. Through 2022 a steady stream of senior big tech engineers left in groups to start AI companies. The actual takeoff was early 2023 — money and people ran at least a year ahead of the media.
Signal 2: your company starts defensive layoffs
Reorgs come in two flavors:
- Offensive: new lines, hiring, expansion
- Defensive: cutting lines, merging teams, "efficiency," "org optimization"
Two or more defensive moves inside twelve months and your company is playing defense in its market. Companies on defense stop investing in your growth, your work gets more conservative every quarter, and your résumé quietly loses value.
Signal 3: your work hasn't meaningfully changed in two years
When a market is moving, what you do upgrades on its own.
If you've spent two years on the same problems, with the same stack, solving the same shape of thing, that's usually not stability — it's your sector stalling. In a growing business you can't go two years unchanged. The work forces you to change.
Signal 4: transition success stories are suddenly everywhere
When your feeds fill up with "year one after moving from X to Y," Y is no longer an early opportunity.
In the real early window, the people who made the move aren't writing about it — they're busy taking the opportunity. By the time transition stories are good content, Y's window is more than half gone, and if you go me-too now you're drinking whatever's left in the pot.
Three Responses Once You've Read a Signal
Response 1: stay in the sector, move teams before you have to
If you think your company has three to five years left but your specific role is getting sidelined — you're on a line that's going to be cut — ask for an internal transfer. Cheapest possible move, and your résumé stays continuous.
Response 2: take a non-core role at a leader in the new sector
You usually can't walk into a core role in a new sector; they'll hire younger and more specialized. But the leaders in a new sector still need veterans in the supporting roles: architecture, engineering management, infra, security, HR.
Get in, then give yourself a year or two to work your way toward the core. This is the most common veteran-crosses-sectors path there is.
Response 3: don't move — go deeper where you are
If what you do transfers anyway — you're a database person, a security person, someone who knows overseas markets — don't job-hop to chase heat. Wait a year or two for the noise to settle. Mature infrastructure people are exactly what the new sector ends up short of.
Three Traps People Fall Into
Trap 1: comforting yourself with "my calls have all been right so far"
Your calls were right partly because the macro environment carried them. The environment changed; your method may not survive it.
Trap 2: waiting for the picture to get clear
By the time it's clear to everybody, you've burned the best two years of the transition window.
Trap 3: assuming veteran experience is automatically worth money in a new sector
Early on, a new sector doesn't want your experience. It wants your energy and your adaptability. Experience takes roughly a 50% haircut when it crosses sectors. Accept that honestly.
Closing
Reading the industry matters more than reading technology. Get the tech wrong and one project drags you down for a year. Get the industry wrong and your résumé loses value for five. Once a year, take a week and work through it properly: where is money flowing, is my company on offense or defense, has my own work stopped changing.