Teaching basic lab skills
for research computing

Programmer Competency Matrix

There's no scientific research behind this tabulation of what programmers ought to know, and some of the categorizations are unactionably vague, but it's still a useful guide. Most of Software Carpentry is Level 1, with some Level 0 and Level 2 stuff blended in.

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