The Efficiency Trap
How Software Engineers Can Avoid Being Punished for Their Productivity
The fastest way to get more work without more pay is to be good at your job.
You close tickets fast. You unblock others. You take ownership when no one else will. Your reward? More tickets. More responsibility. Same salary.
This is the efficiency trap. Companies optimize for short-term output. High performers become load-bearing walls, not candidates for promotion.
Here’s how to stop it.
Make your limits visible before they’re crossed
Most engineers fall into this by saying yes too many times. Once you do, it becomes the expectation.
When a new responsibility lands on your plate, scope it before you accept it. “What does done look like, and what’s the tradeoff with my current priorities?” That one question changes the dynamic.
Track your time. Not for yourself. For the conversation when you need data to say no.
Tie your work to numbers
Good work that isn’t documented doesn’t exist in the eyes of leadership.
If your fix saved 3 hours per deploy, say that. If your refactor cut error rates by 40%, put it in the 1:1. Leadership cares about revenue, cost, and customer impact. Frame your contributions that way, every time.
Don’t wait for the performance review. Do it in real time.
Negotiate before you’re angry
The worst time to ask for a raise is when you’re already resentful.
Benchmark your role against what the market pays. If you’re running at the next level, name it. “I’ve taken on X, Y, and Z since my last review. Let’s talk about what the path forward looks like.” Specific. Evidence-based. No ultimatums.
Stop being the only person who can do it
If you’re the go-to for something, you’ve made yourself a dependency, not an asset.
Document what you know. Train whoever is closest to being ready. Automate the repeatable parts. The goal is to remove yourself from the critical path so you can move to higher-leverage work.
Know when it’s time to leave
Some companies will keep loading you up regardless of what you do. That’s information.
Strong engineers are in demand. If you’ve set boundaries, made your impact visible, and still see no change, the environment itself is the problem. A move might be worth more than another year of advocacy.
Your productivity is a finite resource. Where you spend it is a career decision.