Machine Learning Engineers
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Description
ML model development, deployment, and maintenance-the specific technical roles building the AI systems everyone’s talking about. Hiring challenges (demand far exceeds supply), project scoping, and the honest timeline for ML projects (6–18 months for meaningful results, not the 6 weeks your VP promised the board). Data quality determines outcome more than algorithm sophistication.
