John Lee on Scaling Sales Comp for 5,000+ Reps at LinkedIn | Uncappd Insider series I Everstage I

What does it take to design and run one of the world’s largest sales compensation organizations, paying out nearly half a billion dollars in commissions?

In this episode of Uncappd Insider, we sit down with John Lee, Senior Director of Sales Compensation at LinkedIn, who leads a team that manages compensation for 5,000+ sales reps.

Presented by: Everstage • Uncappd Insider Podcast
Guest: John Lee, Senior.Director of Sales Compensation, LinkedIn (   / johnlee49ers    )
Host: Shiva, CEO & Co-founder, Everstage  (  / sivasrajamani    )

If you’re in RevOps, Sales Ops, or SaaS leadership, this is your masterclass on how sales comp becomes a growth engine. John Lee shares 25 years of lessons from spreadsheets to AI agents on scaling compensation systems, driving growth, and turning governance from red tape into trust.

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YouTube Chapters
00:00 – Intro: The hardest part of building a modern revenue engine 
02:20 – From analyst to architect: John’s journey into sales comp 
05:10 – From spreadsheets to systems: the rise of cloud-based comp 
08:55 – Designing plans that drive the right behavior 
10:30 – How LinkedIn scaled comp for 5,000+ reps   
14:45 – The art of agility: how priorities shift during the year   
22:00 – Building one of the largest global comp teams 
27:20 – Inside LinkedIn’s comp org structure 
32:00 – Building resilient systems and processes   
37:40 – AI in sales comp: the first inning 
38:30 – How John’s team uses AI agents to flag and automate 
40:20 – Why AI won’t replace judgment—it’ll scale it 
44:30 – What future leaders in sales comp need to master 
48:10 – Storytelling and stakeholder influence as core skills 
50:30 – The biggest lesson learned in 25 years 
52:00 – Why execution beats perfect strategy 
56:40 – Lightning round: metrics that matter 
1:00:20 – The most underrated enablement artifact   
1:04:00 – Closing analogy: run comp like a Michelin-star restaurant

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John Lee on Scaling Sales Comp for 5,000+ Reps at LinkedIn | Uncappd Insider series I Everstage I
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