How to Separate Signal from Noise in Developer Skill Assessments

The article outlines key competencies that predict real-world engineering performance, such as problem-solving and code structure, while warning against overemphasizing syntax or speed. It recommends rubric-based evaluations, realistic coding challenges, and collaboration metrics to measure true skill. The goal is to identify developers who produce consistent, maintainable value.