Nate Sooter ⛳️

@natesooter.bsky.social

Ops and data nerd, husband, dad of 2 littles and avid golfer

It’s been a bit since I posted but I have a career update! I am now the Senior Manager of the RevOps Insights (Analytics) team at 1Password. I think I’ve found my niche. I’ve worked on GTM/RevOps teams for most of my career and am excited to step into a leadership role in GTM data 🤓

A tale as old as time… Me: “hey data eng team i need some fields added to our Salesforce tables in the warehouse for some GTM analysis” Them: …no Me: what’s the process to submit for approval? Them: (laughs)

When a GTM leader asks for a churn prediction model, they often don’t actually want a churn prediction model. They want to understand levers available to reduce churn…and prediction models don’t tell them that. So much wasted time rebuilding models that never say what the leader actually wants.

Something I've consistently observed in analytics across multiple companies: The central data team doesn't 'get' sales analytics The GTM Ops team doesn't 'get' how to scale analytics Which means the CCO / SVP of GTM Ops / SVP of CS consistently express frustration about data

🚨New Blog Post🚨 It's a near-guarantee that your CRM company data like Industry is messy. What if you could leverage the knowledge and synthesis of an LLM to clean it up? And do it directly in SQL in your data warehouse? I recently tried exactly that: www.dataduel.co/llms-in-sql-...

LLMs in SQL? A real-world application to clean up your CRM data – DataDuel.co

Executive Summary Firmographic data, like industry classification, employee count, and location, is notoriously messy and challenging to analyze. Modern databases offer a unique opportunity to clean a...

dataduel.co

Poll line images like this are madness. We should be making voting as easy as humanly possible for registered voters. A line is a failure. A line means we aren’t gather all the votes we can. It’s like giving a user a 20 field form to fill out before getting into your app.

Stephen Wolf@stephenwolf.bsky.social · 2y ago

It's great that turnout here seems high, but a long line is also a sign of voter suppression because Ohio's GOP limited early voting to just 1 site per county regardless of population. Franklin County's 1.3 million people (heavily Dem) & Vinton County's 12,000 people (heavily GOP) each get 1 site

Tweet from Ohio reporter Karen Kasler with a short video embedded of voters waiting in line to vote early. The text says, "Last day of early voting in Ohio and the line at the Franklin County Board of Elections is insane - it’s backed around itself multiple times. I have been covering early voting since Ohio started it in 2005 and I’ve never seen anything close to this"

Metric design question: We have a small team formed to deal with renewals that are flat or downgrades to take time off sales/cs plates. We want to measure team efficacy, but all their metrics look horrible since they deal with the hand selected worst/riskiest renewals. How would you handle this?