
Building an Ideal Candidate Profile from Zero to Scale with Maggie Fish, Grafana Labs
Scaling fast and scaling with intention are not the same thing. Maggie Fish, Director of Recruiting at Grafana Labs, joins Shannon to explain how her team built an ideal candidate profile for every role, starting with sales and expanding it across the business. She walks through the deep dive into attrition data and interview feedback that separated what actually predicted a great Grafanista from what just looked good on paper, and why removing bias from the hiring bar mattered more once her team scaled across the US, Europe, and Australia. Maggie shares how that work led to a guiding principles engine that generates role-specific interview questions, how her team cut the interview process from six stages to five, and how the first hired cohort came through with zero non-regretted attrition. Key takeaways: Data first, opinions second: Bring interview and performance data into the room before asking hiring managers what they think, or the conversation stalls on gut feel. Test what you value: If a guiding principle actually matters, build it into an interview question, then check with AI note takers that interviewers are getting there. Async beats scripted calls: Letting hiring managers think through what they need before a recruiter call gets everyone further before the conversation even starts. Confidence earns a seat: Speaking up and challenging the status quo, done thoughtfully, builds the kind of trust that gets you pulled into decisions you were not even in the room for. Timestamps: (00:00) Introduction (00:44) Meet Maggie Fish (02:21) Scaling with intention versus scaling fast (04:49) Getting every team aligned to one north star (08:53) Digging into attrition data to define the ideal account executive (11:43) Rebuilding the interview process around critical attributes (15:36) Rolling the ideal candidate profile out beyond sales (16:24) Building the guiding principles engine (20:32) Roadblocks to watch for when you start this work (21:48) Zero non-regretted attrition and other early results (24:02) The vision for an ICP copilot (28:02) Where to connect with Maggie
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