Vivian Guo | November 16, 2021

Engineering Efficiency

An in-depth look at engineering spend, headcount, productivity, and organizational health metrics

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We know that R&D is increasingly becoming a bigger line item in operational spend and a key differentiator for companies, and thus an area of increased focus across multiple dimensions. We are excited to share this new study which dives into key benchmarks around engineering spend, developer productivity, team structure, and organization health. All data included in this study is based on anonymized portfolio data as well as insights from the ICONIQ Technical Advisory Board.

You can also access an interactive version of this study here.