Exploring ways to use AI in engineering work and transforming data analytics and productivity insights

In this episode, Abi chats with Grant Jenks, Senior Staff SWE, Engineering Insights @ LinkedIn. They dive into LinkedIn's developer insights platform, iHub, and its backstory. The conversation covers qualitative versus quantitative metrics, sharing concerns about these terms and exploring their correlation. The episode wraps up with technical topics like winsorized means, thoughts on composite scores, and ways AI can benefit developer productivity teams.

(1:10) Insights in the productivity space
(7:13) LinkedIn's metrics platform, iHub
(12:52) Making metrics actionable
(15:35) Choosing the right and wrong metrics
(19:39) The difficulty of answering simple questions
(26:23) Top-down vs. bottom-up approach to metrics
(32:12) Winsorized mean and selecting measurements
(39:25) Using composite metrics
(46:57) Using AI in developer productivity