Why winners keep winning (and how to use it in your career)
Preferential attachment, and what it means for a tech career. A reblog of Eric Jorgenson.
A reblog of Eric Jorgenson's "Why Winners Keep Winning (Preferential Attachment)," with notes on what it means for building a tech career.
The idea in one line: whoever is ahead tends to pull further ahead, because being ahead is itself an advantage.
Eric Jorgenson calls this preferential attachment. People entering a market rarely evaluate every option from scratch. They look for signals, such as reviews, rankings, or who already has a crowd, and pick the visible leader. That choice adds to the leader's lead, which makes the next person even more likely to choose them. Small early advantages compound into enormous gaps.
It is one of those ideas that keeps getting rediscovered under different names: the Matthew effect in sociology (famous scientists get outsized credit), cumulative advantage in citations (cited papers get cited more), Gibrat's law and winner-take-all markets in economics, Zipf's law in language, PageRank at Google. Same shape everywhere: a power law, where the top few take most of the reward.
His examples make it concrete. A song that gets airplay gets requested, which gets more airplay. A busy restaurant looks worth the wait, so it stays busy. And the unsettling one: Canadian youth hockey, where kids born early in the year are bigger at tryouts, get picked for better teams and better coaching, and years later dominate the pros. The initial edge was arbitrary. The compounding was not.
Eric's practical takeaways (read the full piece, it is short and worth it):
- Early momentum is worth more than it looks. It is the seed of compounding.
- First-mover timing often beats late perfection.
- Chase #1. The gap between first and second is bigger than the gap between second and tenth.
- Publicize your wins. Visibility is itself a signal.
- Concentrate on what is working instead of spreading thin.
Why this belongs in a career playbook
Preferential attachment is not just a market dynamic. It is the physics of a career.
- Your first strong signal compounds. One respected company on your resume, one shipped project people cite, one credential that clears a filter. Each makes the next opportunity easier to get. The hardest win is the first. After that, you are recruiting the market's own momentum.
- Interviews are a preferential-attachment game. A strong performance does not just win one offer. It wins an offer you can leverage into other offers, referrals, and inbound. The reps you put in before the first interview pay off across all of them.
- Visibility beats quiet excellence. Being good is table stakes. Being seen to be good is the signal that attracts the next thing. Share what you build. Write up what you learned. Work nobody sees cannot compound.
- Concentrate. Deep mastery of one track, whether PM, DS, DE, or AI product, is a stronger signal than shallow familiarity with all four.
The uncomfortable flip side: if winners keep winning, then not starting is the most expensive choice. Every week you wait to build a signal is a week the gap widens. The counter-move is boring and reliable: start early, get one win, make it visible, and let compounding do the rest.
Read Eric's original: Why Winners Keep Winning (Preferential Attachment)