The postings set a high bar. Of 621 live AI engineer roles, 270 mention a degree, and across the catalog 53,958 postings are tagged senior against 8,630 junior. The tools named most are Python, Aws, and Excel, out of 13,131 tracked. Measured October 2026.
Is it hard to be an AI engineer?
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