#intermediate
Every post tagged "intermediate".
223 posts · showing 91–100
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Evaluation Engineer: The Job Description Writing Itself
The furthest-formed of the emerging roles: well-defined, consistently needed, consistently unstaffed. It's everyone's dependency and nobody's job, which is exactly why.
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Agent Operations: The Role Without a Title Yet
Someone in every agent-running organization does this job without being hired for it. It has no name, no allocation, and no incident that forces it — until whoever was doing it informally leaves.
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The Jobs That Get Created Are Hard to Name in Advance
"New jobs will be created" sounds like faith because the examples are missing. There's a structural reason for that — and one observable signal that's better than any forecast.
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Which Jobs Go First: A Framework Rather Than a List
Lists of at-risk occupations age badly because exposure operates on tasks, not titles. Four properties score any task — and two people with the same job can land on opposite sides.
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The Career Risk of Being Excellent at the Thing Being Automated
The most exposed engineers are often the best ones — not despite the skill but because of what the skill is. And the feedback stays good right up until the market for it changes.
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If There's a Bubble, What Survives the Pop?
Whether it's a bubble is unknowable from here. More useful: assuming a correction, which parts survive — and previous cycles have a consistent answer about what separates the two.
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Why Systems Thinking Is Appreciating in Value
"Systems thinking" is vague enough to dismiss until you name the mechanism: agents work locally, and cross-cutting consequences are structurally outside their context. That gap is a person's job.
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Becoming the Person Who Decides What Gets Built
The most common career advice in this shift, with the instructions attached. The conversation isn't gated by title — it's under-resourced, and one specific move changes outcomes immediately.
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Model, Loop, Harness: Three Layers and Who Owns Each
Three layers, three change rates, three skill requirements. Conflating the loop and the harness is why loop bugs get fixed with prompt edits — and why domain experts can't fix domain problems.
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Context Engineering Is the Job Now
Not prompt writing — that's the visible part and the small one. The work is deciding what reaches the model, in what form, at what moment, and it's where most agent failures start.