How Companies Decide Who Gets Cut (From Someone Who Watched 23 Rounds)

Here is how companies decide layoffs: on spreadsheets, not performance reviews. The real inputs are cost per head, department budgets, and legal-risk screens, and by the time your manager is told, the list has usually existed for weeks. What gets announced as a “data-driven performance decision” was, in most rounds I saw, a budget decision wearing a performance costume.

One caveat before we start: this is what I watched happen across 23 rounds from a single seat, not a rule for every company. Take it as pattern recognition, not gospel.

The Official Story vs. What I Watched

It started with a file saved to the wrong shared drive.

I was a second-year analyst, and I opened it assuming it was the next dataset someone had handed me. It was a spreadsheet of employee records, which was nothing unusual, except for two things. There were no names, only employee IDs and salary figures. And there was one extra column, labeled Retain, with a Y or an N in every row.

I had stumbled onto the cut list weeks before anyone was meant to see it. Fully anonymized. Just an ID, a salary, and a yes or a no.

At the all-hands a few weeks later, we were told it had been a difficult, data-driven decision based on performance and fit. But I had already seen the file. The names were set long before anyone wrote a single word about performance.

On my own three-person team, the senior analyst was let go and the two of us junior analysts stayed. His salary was close to both of ours combined. It had nothing to do with the work. He had fifteen years of experience and ran circles around us. It was a cost-cutting exercise wearing the costume of a strategic realignment, and I only knew that because I had seen the math underneath it.

How Companies Decide Layoffs, Step By Step

Watch enough rounds and the sequence stops looking random. It runs, almost every time, in this order.

It starts as a dollar figure, not a list of names

The first version of a layoff is a number, not people. Leadership hands finance a target: take X million out of operating cost, or Y percent out of headcount. Nobody has been named yet. The whole thing begins as a budget hole that needs filling, and everything after is just deciding which bodies fill it.

Departments get cut before people do

Next, that target gets assigned to org boxes, not individuals. Whole teams and functions get weighed by what they cost against what leadership believes they produce. This is where cost centers lose to revenue centers. If your team is seen as overhead, support, admin, internal tooling, anything that spends rather than visibly earns, you are on more dangerous ground than an equally paid peer who sits closer to the money.

The best advice I got that whole round came from a sales rep across the floor. He sat me down and said, “Jack, every business has two functions: revenue generators and cost centers. One gets paid more and is the last to be let go. Decide which one you want to be.” The next year I moved into sales and never looked back. Figure out which one you are, and be honest about the answer.

The salary-to-visibility screen

Now it gets down to individuals, filtered first by an uncomfortable ratio: what you cost against how much value the decision-makers can actually see. Expensive and quiet is the most dangerous square on the board.

In hindsight, that is exactly why our senior analyst was the one cut. He did his job flawlessly and never made noise about it. He believed his work would speak for itself. The problem was that no one up the chain knew it was his work. A high salary is fine when your impact is obvious two levels up. A high salary attached to work nobody upstairs can see is a line item begging to be crossed off. It is rarely personal. It is a number sitting next to a blank space where your visible value should be.

Recency and visibility beat tenure

Loyalty and years in the seat matter far less than people expect. You really are only as good as your last quarter. What counts is recent, visible contribution, the thing a leader who barely knows you can point to from memory. Twenty years of quiet reliability can lose to eighteen months of loud, legible wins. It’s the same math that cost Dan fifty years of loyalty in five minutes. Fair? No. Real? Every time.

Then legal review reshapes the list

Before the list is final, it goes through legal and HR review, and it comes back changed. This is the protected-class analysis: the company checks whether the proposed cuts fall too heavily on any protected group, what the law calls disparate impact, because that is real legal exposure. It is why names quietly come on and off the list late in the process, and why the final cut sometimes looks a little different from the pure budget math. (This is a general description of a common process, not legal advice.)

Only then does the performance narrative get written

Here is the part that reframes everything. The performance story is written last, to fit names that were already chosen, not first, to choose them. Once the list survives budget and legal, someone assembles the language that makes it defensible: the reviews, the “fit,” the “realignment.” Often it is built backwards. That is how a strong performer still ends up with the “underperformance” framing. The narrative is not the reason. It is the paperwork.

The Spreadsheet Doesn’t Know You

Here is the hard center of all of it. The spreadsheet doesn’t know you. Your relationship with your boss is not a column in the file. Your loyalty, your late nights, the weekend you saved the launch, the fact that you are a good person having a hard year, none of it is in the cells the decision gets made from. The file knows your cost, your box, your visibility, and your risk category. That is not cruelty. It is arithmetic at a distance, and it is exactly why “just work hard and be liked” is not a plan. You cannot earn your way out of a math problem you are not even a variable in.

So Where Do You Actually Stand?

You cannot see the spreadsheet, but you can estimate your own square on the board. Answer these honestly.

• Am I a cost center or a revenue center? How close is my work to money coming in? The further away, the more exposed.
• Am I expensive relative to my visibility? Not just “am I paid well,” but “does my pay make sense to someone who cannot see what I do?”
• Is my output legible two levels up? Could a leader who has never met me name something I did in the last six months? If not, I am quiet in a dangerous way.
• Recent and visible, or tenured and assumed? When did I last do something upward-visible, versus coasting on reputation?

Add up your honest answers. This is not about panic. It is about knowing your exposure before someone else scores it for you.

You Cannot Control The Spreadsheet, Only Your Blast Radius

You will never control the budget target or the legal screen. What you control is your blast radius: how much a cut would actually hurt, and how visible your value is before the list gets built. So two moves.

Tonight, run your runway check, because the number that decides whether a layoff is a crisis or an inconvenience is your escape fund, not your performance review.

This week, make one piece of your work legible upward: a short results note to a skip-level, a metric attached to your name in a place leaders actually read. You are not brown-nosing. You are refusing to be an expensive blank space. And learn to read the external warning signs too, so the inside view here and the outside view there give you both halves of the picture.

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You Have More Room Than The Announcement Admits

The people who come through layoffs intact are not the ones who worked hardest. They are the ones who understood how the decision actually gets made and built their leverage before their name could land on a list. And if your name is already on the list, remember the packet they hand you is still negotiable. I send a short weekly playbook on exactly that. Join the list below.