Layoffs and AI: stay hard to cut, bounce back if it happens

Stage 2 of 7 · 6 lessons · ~2 weeks

Read the signals and your own exposure

Layoffs rarely come from nowhere. Learn how companies decide who goes, which signs usually come first at company, team and personal level, and how exposed your own role is, so you can act early instead of reacting.

Start: How layoff lists are actually made

Lessons· one lesson for each topic, in this order

  1. 1How layoff lists are actually made
  2. 2Warning signs at company level
  3. 3Warning signs on your team and for you
  4. 4Audit your own exposure
  5. 5Cost centres, profit centres and location
  6. 6Rumours, and what to do with themOptional

Do this

  • Find out whether your team is a profit centre or a cost centre
  • List the company-level warning signs you have seen in the last six months
  • Note any team or personal signs, with dates
  • Score your exposure on work, tasks, replaceability and evidence
  • Pick the one score you will improve over the next quarter
  • Check your preparation list whenever a strong rumour appears, and change nothing else

Start with

  • GuideFree
    The Pragmatic Engineer

    Gergely Orosz

    Free posts that explain how tech companies plan cuts, reorganise and decide headcount

Keep handy

  • Anonymous posts from employees: useful signals, but check them before you act

Also worth your time

Before moving on: A written exposure audit scoring your work, tasks, replaceability and evidence, a list of the warning signs you can see at company, team and personal level, and the stage of this roadmap you will focus on first because of it.

Tauseef's advice
Look at the signals the way an engineer looks at monitoring: one odd number means little, a pattern means act. Acting early is cheap: an updated CV, a bigger cushion, a move towards work that matters. Acting late is expensive. And never resign on a rumour; let the company make that decision so you keep what you are owed.

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