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Dan's HR (People Ops) Resources
Compensation, Equity and Leveling Frameworks
Equity Resources
💸
Compensation Resources
Equity Resources
Salary Surveys / Planning
I’ve written an
extensive guide on picking and implementing salary surveys here
. Check it out!
On Free(mium sources): many of these data sources are based on user reported data or are public surveys that don’t give a lot of granular information.
This comment on LinkedIn
captured it perfectly: “free comp data always comes with a "shadow" price. which most of the time is accuracy.”
My recommendation is to defer to subscription/account based services but to refer to these for general grounding.
Compensation Resources
Compensation Resources
Resource
Link
Cost
Notes
Resource
Link
Cost
Notes
1
Radford
Paid
Open
2
Pave
Paid
Open
3
Advanced-HR
/ Option Impact
Paid
Open
4
Carta Total Comp
Paid
Open
5
Payfactors Market Data Reporting
Paid
Open
6
Kamsa
Paid
Open
7
ERI Salary Assessor
Paid
Open
8
Culpepper
Paid
Open
9
HiringPlan
Paid
Open
10
Carta’s State of Startup Compensation (Q4 2023)
Free(mium)
Open
11
Payscale’s Best Practices Compensation Report (2023)
Free(mium)
Open
12
Gitlab’s Compensation Calculator
Free(mium)
Open
13
Comp.fyi
Free(mium)
Open
14
Robert Half Salary Reports
Free(mium)
Open
15
Perl Meyer’s Intern Compensation Repor
t
Free(mium)
Open
16
Stack Overflow’s Annual Developer Survey
Free(mium)
Open
17
NerdWallet’s Cost of Living Calculator
Free(mium)
Open
18
LinkedIn’s Salary Tool
Free(mium)
Open
19
Sequoia’s 2020 Benefits Benchmarking Report
Free(mium)
Open
20
Dice Tech Salary Report
Free(mium)
Open
21
Buffers Salary Calculator
Free(mium)
Open
22
Betts Recruiting Salary Survey
Free(mium)
Open
23
Betts Recruiting Equity Benchmarking
Free(mium)
Open
24
Hired’s State of Salary Surveys
Free(mium)
Open
25
Hired’s (high level) Salary Calculator
Free(mium)
Open
26
BuiltIn Market Reports (see notes)
Free(mium)
Open
27
Barley (platform for managing comp cycles)
Paid
Open
28
Lattice Comp
Paid
Open
29
Compete
Paid
Open
30
Pavillion: B2B Sales Benchmarks (2024)
Free(mium)
Open
31
Gapsquare: Pay Transparency by State
Free(mium)
Open
32
ICONIQ Reports (sales)
Free(mium)
Open
33
Libre: Benchmarking for Fractional
Free(mium)
Open
There are no rows in this table
For context on surveys,
this was a really good post
about bias within different HR circles on given comp surveys. It’s good to get to know what surveys are commonly used by your peer group of companies.
Educational
Kamsa: Compensation Roadmap
CompTool: A Guide to Developing a Compensation Philosophy
CompTool has a lot of great content across
their blog
.
Payscale: EU Directive on Compensation Transparency
Shelby Wolpa’s Guide on Pay Transparency
Compaas: Understanding Salary Bands and Job Grades
ERI: How to initiate Pay Transparency in your Compensation Program
Comp and Coffee
(Podcast)
Holloway Guide to Equity Compensation
Joshua Levy’s Guide to Equity Compensation
Coursera’s Managing Employee Compensation Course
Payscale’s Compensation Today resource center
Pay Up for Progress Toolkit
WorldatWork Pay Equity Resources
Good article:
The Impact of Pay Compression on Pay Equity
Creating an Effective Compensation Strategy
WorldAtWork:
Labor versus Living
Prosper Consulting - Cost of Living, Cost of Labor, and Inflation
ERI’s Common Compensation Terms Guide
ERI’s Internal and External Equity Primer
OpenComp’s Guide to Remote Compensation
CompensationForce
Recently, enjoyed this post
on maxing out compensation bands
Compensation Cafe
Why Salary Increases Do Not Keep Pace With Inflation
Layoffs.fyi Benefits Tracker
People Managing People: Why Pay Transparency Is A Good Business Practice And How To Approach It
World at Work: Why Pay Equity is more than a once-a-year statistical analysis
(really great primer material)!
The Definitive Guide to Pay and Benefits (Infographic Overview, Bersin)
Complete’s Compensation Philosophy Builder
(has a lot of great questions to think about as you’re designing a philosophy)
Assemble: Ebook Collection
Barley.io: A Step by Step Guide to Creating Pay Bands
Head-of-Total-Rewards-Report-2022-COEC.
pdf
7.2 MB
American Alliance of Museums: Museums and the Living Wage: How Filoli Developed a Bold Pay Equity Initiative
This is a great article about how nonprofits can improve their compensation programs. (Filoli is a nonprofit which I have been a member at).
Lattice: Explaining Pay-for-Performance: Scripts for Managers to Use
PostHog - Compensation Calculator
(similar to other open source ones that existed previously)
Carta - overall compensation guide
and
deeper dive on compensation philosophy
Plus,State of Startup Compensation
1H23
and
1H24
(report updated twice a year)
Pay Transparency
Guide by Konstantin Tskhay
Lattice:
Pay Transparency: How to Implement It and Get Executive Buy-In
Lattice:
How Inflation Affects Employee Compensation
Fledge:
Total Rewards Survey
Example
Compete:
Founders Guide to Compensation
Career Paths / Leveling
General Frameworks
Progression.fyi
(career ladders from various orgs)
Notable examples
Monzo’s Progression Framework
CircleCi’s Engineering Competency Matrix
Envoy’s Bands and Principles
Radford’s Guide to Global Job Leveling
Greenhouse: How to Understand the ROI of Investing in People
Lattice: Career Path Ratios
CharlieHR: Building a Career Progression Framework
Figures: Job Leveling: How does it work and free leveling frameworks
Buffer: Level and Step Placement Guide
Juro: Career framework
Sales Compensation
Pssst! I have a pretty in depth guide to incentive comp on
my labs site
.
Sales Hacker’s Compensation Blueprint
Xactly’s Blog
(lots of other posts, but this is a good one)
The Sales Development Playbook
by Trish Bertuzzi
Anaplan’s Guide to Incentive Compensation for Sales
SaaStr:
A Framework for your First SaaS Sales Compensation Plan
HRSoft’s Compensation Strategy Development Guide
Pave: Getting to 50 / 50 - the data behind sales compensation
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