Consulting Company Statistics - As of December, 2016
These statistics are based solely on all user submissions to the WSO Company Database for employment through December, 2016. Each company is given an adjusted score using Bayesian estimates, which takes into account the number of reviews for a particular company. For more details, please see the Methodology FAQ below.
Hardest Interviews (1)
What fund has the hardest interview?
Firm
YoY Δ
Percentile
McKinsey and Co
98.6%
Boston Consulting Group
97.2%
Bain & Company
95.8%
A.T. Kearney
94.4%
Oliver Wyman
93.1%
OCC Strategy Consultants
91.7%
ZS Associates
90.3%
LEK Consulting
88.9%
ClearView Healthcare Partners
87.5%
Cornerstone Research
86.1%
Strategy&
84.7%
Arthur D. Little
83.3%
Parthenon Group-EY
81.9%
Kurt Salmon Associates Capital Advisors
80.6%
Deloitte
79.2%
Analysis Group
77.8%
Huron Consulting Group
76.4%
Simon Kucher Partners
75.0%
Roland Berger Strategy Consultants
73.6%
Capgemini
72.2%
Kaiser Associates
70.8%
NERA Economic Consulting
69.4%
AlixPartners
68.1%
Alvarez & Marsal
66.7%
Jones Lang LaSalle
65.3%
Accenture
63.9%
Gallup Consulting
62.5%
Sapient Global Markets
61.1%
Mizuho
59.7%
Compass Lexecon
58.3%
Includes funds that have at least two interview submissions (72 consulting firms)
Best Interview Experience (1)
What fund has the best interview experience?
Firm
YoY Δ
Percentile
Oliver Wyman
98.6%
Mercer
97.2%
Boston Consulting Group
95.8%
Alvarez & Marsal
94.4%
McKinsey and Co
93.1%
PwC
91.7%
IBM
90.3%
Bain & Company
88.9%
Deloitte
87.5%
Accenture
86.1%
Booz Allen Hamilton
84.7%
Cornerstone Research
83.3%
Sapient Global Markets
81.9%
ZS Associates
80.6%
AlixPartners
79.2%
LEK Consulting
77.8%
Kurt Salmon Associates Capital Advisors
76.4%
Huron Consulting Group
75.0%
Prudential
73.6%
Analysis Group
72.2%
Roland Berger Strategy Consultants
70.8%
Parthenon Group-EY
69.4%
FTI Consulting
68.1%
Navigant Consulting
66.7%
ClearView Healthcare Partners
65.3%
Simon Kucher Partners
63.9%
Jones Lang LaSalle
62.5%
Capco
61.1%
Compass Lexecon
59.7%
Towers Watson
58.3%
Includes funds that have at least two interview submissions (72 consulting firms)
Prepare for Your Consulting Interview
Professional Growth and Career Opportunities - 104 Consulting Firms
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Overall Employee Satisfaction (1)
Overall how satisfied are you working for this company?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Boston Consulting Group
97.1%
Oliver Wyman
96.2%
Deloitte
95.2%
Alvarez & Marsal
94.2%
Strategy&
93.3%
Parthenon Group-EY
92.3%
PwC
91.3%
Booz Allen Hamilton
90.4%
ZS Associates
89.4%
LEK Consulting
88.5%
NERA Economic Consulting
87.5%
A.T. Kearney
86.5%
Analysis Group
85.6%
Cornerstone Research
84.6%
Accenture
83.7%
Towers Watson
82.7%
Jones Lang LaSalle
81.7%
IBM
80.8%
Mercer
79.8%
The Retirement Group
78.8%
Prudential
77.9%
Frost and Sullivan
76.9%
FTI Consulting
76.0%
Sapient Global Markets
75.0%
Milliman Inc
74.0%
Public Financial Management
73.1%
Simon Kucher Partners
72.1%
Protiviti
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Professional Growth Opportunities (1)
Your opportunities for professional growth?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Oliver Wyman
97.1%
Boston Consulting Group
96.2%
Alvarez & Marsal
95.2%
PwC
94.2%
Strategy&
93.3%
Deloitte
92.3%
LEK Consulting
91.3%
A.T. Kearney
90.4%
Parthenon Group-EY
89.4%
ZS Associates
88.5%
Accenture
87.5%
Booz Allen Hamilton
86.5%
Analysis Group
85.6%
Cornerstone Research
84.6%
NERA Economic Consulting
83.7%
Jones Lang LaSalle
82.7%
Mercer
81.7%
IBM
80.8%
Towers Watson
79.8%
Prudential
78.8%
Protiviti
77.9%
Frost and Sullivan
76.9%
SAP AG
76.0%
The Retirement Group
75.0%
Public Financial Management
74.0%
Sapient Global Markets
73.1%
FTI Consulting
72.1%
Simon Kucher Partners
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Career Advancement Opportunities (1)
Your opportunities for career advancement?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Boston Consulting Group
98.1%
Bain & Company
97.1%
Oliver Wyman
96.2%
Deloitte
95.2%
PwC
94.2%
Strategy&
93.3%
LEK Consulting
92.3%
ZS Associates
91.3%
Alvarez & Marsal
90.4%
Parthenon Group-EY
89.4%
Accenture
88.5%
Booz Allen Hamilton
87.5%
A.T. Kearney
86.5%
Analysis Group
85.6%
Jones Lang LaSalle
84.6%
Cornerstone Research
83.7%
Towers Watson
82.7%
NERA Economic Consulting
81.7%
Protiviti
80.8%
Mercer
79.8%
Simon Kucher Partners
78.8%
SAP AG
77.9%
IBM
76.9%
Frost and Sullivan
76.0%
Capgemini
75.0%
The Retirement Group
74.0%
Public Financial Management
73.1%
Sapient Global Markets
72.1%
Milliman Inc
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Intern Offer Rates (1)
Average percentage of interns receiving full time offers
Firm
YoY Δ
Percentile
LEK Consulting
85.0%
Cornerstone Research
83.3%
Mercer
80.0%
PwC
79.7%
Charles River Associates
75.0%
Booz Allen Hamilton
75.0%
Deloitte
73.3%
NERA Economic Consulting
73.3%
McKinsey and Co
72.0%
Crowe Horwath
70.0%
IMS Consulting Group
70.0%
Bain & Company
65.0%
Oliver Wyman
62.5%
A.T. Kearney
60.0%
Ericsson
60.0%
Chatham Financial
60.0%
Arthur D. Little
60.0%
IBM
58.6%
ZS Associates
56.7%
Boston Consulting Group
55.0%
Trinity Partners
50.0%
Ocean Tomo
50.0%
Strategy&
50.0%
Compass Lexecon
50.0%
Infosys
50.0%
Includes funds that have at least one intern offer rate submission (37 consulting firms)
Company Specific Salary and Bonus Data Available
Promotions and Fairness - 104 Consulting Firms
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Feedback (1)
Feedback you receive about your job performance?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Oliver Wyman
97.1%
LEK Consulting
96.2%
PwC
95.2%
Boston Consulting Group
94.2%
ZS Associates
93.3%
Alvarez & Marsal
92.3%
Deloitte
91.3%
Analysis Group
90.4%
Accenture
89.4%
Strategy&
88.5%
Booz Allen Hamilton
87.5%
A.T. Kearney
86.5%
IBM
85.6%
Parthenon Group-EY
84.6%
Cornerstone Research
83.7%
Protiviti
82.7%
NERA Economic Consulting
81.7%
The Retirement Group
80.8%
Jones Lang LaSalle
79.8%
Mercer
78.8%
Towers Watson
77.9%
Charles River Associates
76.9%
Argus Information and Advisory Services
76.0%
SAP AG
75.0%
FTI Consulting
74.0%
Prudential
73.1%
Navigant Consulting
72.1%
Frost and Sullivan
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Best Recognition (1)
Firm
YoY Δ
Percentile
Bain & Company
99.0%
McKinsey and Co
98.1%
Oliver Wyman
97.1%
Alvarez & Marsal
96.2%
PwC
95.2%
Deloitte
94.2%
Boston Consulting Group
93.3%
Booz Allen Hamilton
92.3%
Analysis Group
91.3%
Accenture
90.4%
LEK Consulting
89.4%
Strategy&
88.5%
Parthenon Group-EY
87.5%
A.T. Kearney
86.5%
ZS Associates
85.6%
Mercer
84.6%
Towers Watson
83.7%
IBM
82.7%
Cornerstone Research
81.7%
NERA Economic Consulting
80.8%
Protiviti
79.8%
Frost and Sullivan
78.8%
Jones Lang LaSalle
77.9%
Sapient Global Markets
76.9%
Public Financial Management
76.0%
SAP AG
75.0%
Roland Berger Strategy Consultants
74.0%
Prudential
73.1%
The Retirement Group
72.1%
FTI Consulting
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Most Fair (1)
Fairness in how promotions are given and people are treated?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Oliver Wyman
97.1%
Boston Consulting Group
96.2%
Parthenon Group-EY
95.2%
Deloitte
94.2%
PwC
93.3%
ZS Associates
92.3%
Alvarez & Marsal
91.3%
Strategy&
90.4%
Booz Allen Hamilton
89.4%
Accenture
88.5%
Towers Watson
87.5%
LEK Consulting
86.5%
Mercer
85.6%
Analysis Group
84.6%
NERA Economic Consulting
83.7%
Protiviti
82.7%
Frost and Sullivan
81.7%
Cornerstone Research
80.8%
A.T. Kearney
79.8%
Milliman Inc
78.8%
Prudential
77.9%
IBM
76.9%
Jones Lang LaSalle
76.0%
FTI Consulting
75.0%
Public Financial Management
74.0%
Simon Kucher Partners
73.1%
Sapient Global Markets
72.1%
SAP AG
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Company Specific Salary and Bonus Data Available
Compensation - 104 Consulting Firms
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Best Pay (1)
Your compensation compared with similar jobs elsewhere?
Firm
YoY Δ
Percentile
Oliver Wyman
99.0%
Boston Consulting Group
98.1%
Bain & Company
97.1%
McKinsey and Co
96.2%
Parthenon Group-EY
95.2%
Strategy&
94.2%
Deloitte
93.3%
Analysis Group
92.3%
Cornerstone Research
91.3%
A.T. Kearney
90.4%
PwC
89.4%
Booz Allen Hamilton
88.5%
Alvarez & Marsal
87.5%
Accenture
86.5%
LEK Consulting
85.6%
ZS Associates
84.6%
Towers Watson
83.7%
Huron Consulting Group
82.7%
IBM
81.7%
Mercer
80.8%
NERA Economic Consulting
79.8%
The Retirement Group
78.8%
Crowe Horwath
77.9%
Mizuho
76.9%
FTI Consulting
76.0%
Protiviti
75.0%
Frost and Sullivan
74.0%
Milliman Inc
73.1%
Argus Information and Advisory Services
72.1%
Capgemini
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Company Specific Salary and Bonus Data Available
Senior Management - 104 Consulting Firms
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Best Communication (1)
Communications from management about important issues and changes?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Oliver Wyman
97.1%
PwC
96.2%
Deloitte
95.2%
Boston Consulting Group
94.2%
ZS Associates
93.3%
Booz Allen Hamilton
92.3%
LEK Consulting
91.3%
Mercer
90.4%
Parthenon Group-EY
89.4%
Alvarez & Marsal
88.5%
A.T. Kearney
87.5%
Accenture
86.5%
Strategy&
85.6%
Towers Watson
84.6%
Analysis Group
83.7%
Jones Lang LaSalle
82.7%
IBM
81.7%
Frost and Sullivan
80.8%
Sapient Global Markets
79.8%
Cornerstone Research
78.8%
Public Financial Management
77.9%
NERA Economic Consulting
76.9%
FTI Consulting
76.0%
Milliman Inc
75.0%
Simon Kucher Partners
74.0%
Prudential
73.1%
Protiviti
72.1%
Capgemini
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Best Teamwork (1)
Information and knowledge sharing withing company?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Boston Consulting Group
97.1%
Deloitte
96.2%
Oliver Wyman
95.2%
PwC
94.2%
ZS Associates
93.3%
Cornerstone Research
92.3%
Parthenon Group-EY
91.3%
Alvarez & Marsal
90.4%
LEK Consulting
89.4%
Booz Allen Hamilton
88.5%
Accenture
87.5%
Strategy&
86.5%
Towers Watson
85.6%
IBM
84.6%
Jones Lang LaSalle
83.7%
Public Financial Management
82.7%
Mercer
81.7%
A.T. Kearney
80.8%
Analysis Group
79.8%
Sapient Global Markets
78.8%
Argus Information and Advisory Services
77.9%
Prudential
76.9%
The Retirement Group
76.0%
Huron Consulting Group
75.0%
Capgemini
74.0%
NERA Economic Consulting
73.1%
Protiviti
72.1%
BDO Consulting
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Best Leadership (1)
Leadership abilities of senior management?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Oliver Wyman
97.1%
PwC
96.2%
Boston Consulting Group
95.2%
Deloitte
94.2%
Parthenon Group-EY
93.3%
Alvarez & Marsal
92.3%
Strategy&
91.3%
Booz Allen Hamilton
90.4%
ZS Associates
89.4%
LEK Consulting
88.5%
Accenture
87.5%
Analysis Group
86.5%
Jones Lang LaSalle
85.6%
A.T. Kearney
84.6%
IBM
83.7%
Towers Watson
82.7%
Mercer
81.7%
NERA Economic Consulting
80.8%
Cornerstone Research
79.8%
Protiviti
78.8%
Frost and Sullivan
77.9%
Public Financial Management
76.9%
Sapient Global Markets
76.0%
Milliman Inc
75.0%
Ocean Tomo
74.0%
Infosys
73.1%
Prudential
72.1%
The Retirement Group
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Competence (1)
Competence of senior management?
Firm
YoY Δ
Percentile
Bain & Company
99.0%
McKinsey and Co
98.1%
Oliver Wyman
97.1%
Boston Consulting Group
96.2%
LEK Consulting
95.2%
PwC
94.2%
Deloitte
93.3%
Alvarez & Marsal
92.3%
Parthenon Group-EY
91.3%
Jones Lang LaSalle
90.4%
Cornerstone Research
89.4%
Booz Allen Hamilton
88.5%
ZS Associates
87.5%
Accenture
86.5%
A.T. Kearney
85.6%
Strategy&
84.6%
NERA Economic Consulting
83.7%
Analysis Group
82.7%
Towers Watson
81.7%
IBM
80.8%
Mercer
79.8%
The Retirement Group
78.8%
Prudential
77.9%
Public Financial Management
76.9%
Frost and Sullivan
76.0%
Sapient Global Markets
75.0%
Infosys
74.0%
Protiviti
73.1%
Crowe Horwath
72.1%
Milliman Inc
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Company Specific Salary and Bonus Data Available
Reputation - 104 Consulting Firms
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Proudest Employees (1)
Company as a place you are proud to work?
Firm
YoY Δ
Percentile
McKinsey and Co
99.0%
Bain & Company
98.1%
Boston Consulting Group
97.1%
Oliver Wyman
96.2%
Alvarez & Marsal
95.2%
Deloitte
94.2%
PwC
93.3%
Parthenon Group-EY
92.3%
LEK Consulting
91.3%
IBM
90.4%
Booz Allen Hamilton
89.4%
NERA Economic Consulting
88.5%
Strategy&
87.5%
Jones Lang LaSalle
86.5%
Cornerstone Research
85.6%
ZS Associates
84.6%
Accenture
83.7%
Prudential
82.7%
Analysis Group
81.7%
Mercer
80.8%
A.T. Kearney
79.8%
The Retirement Group
78.8%
Towers Watson
77.9%
SAP AG
76.9%
Public Financial Management
76.0%
Sapient Global Markets
75.0%
FTI Consulting
74.0%
Milliman Inc
73.1%
Roland Berger Strategy Consultants
72.1%
Simon Kucher Partners
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Recommended (1)
Company as a place you would recommend to others to work?
Firm
YoY Δ
Percentile
Bain & Company
99.0%
McKinsey and Co
98.1%
Oliver Wyman
97.1%
Boston Consulting Group
96.2%
Alvarez & Marsal
95.2%
Deloitte
94.2%
Parthenon Group-EY
93.3%
PwC
92.3%
Strategy&
91.3%
Booz Allen Hamilton
90.4%
NERA Economic Consulting
89.4%
ZS Associates
88.5%
LEK Consulting
87.5%
Cornerstone Research
86.5%
Mercer
85.6%
Analysis Group
84.6%
Towers Watson
83.7%
A.T. Kearney
82.7%
Accenture
81.7%
Jones Lang LaSalle
80.8%
Prudential
79.8%
IBM
78.8%
The Retirement Group
77.9%
FTI Consulting
76.9%
Frost and Sullivan
76.0%
Sapient Global Markets
75.0%
Charles River Associates
74.0%
Milliman Inc
73.1%
Public Financial Management
72.1%
Huron Consulting Group
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Company Specific Salary and Bonus Data Available
Life Style - 104 Consulting Firms
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Time Off (1)
Management support for needed time off?
Firm
YoY Δ
Percentile
Booz Allen Hamilton
99.0%
McKinsey and Co
98.1%
PwC
97.1%
Oliver Wyman
96.2%
Alvarez & Marsal
95.2%
Deloitte
94.2%
Accenture
93.3%
IBM
92.3%
Cornerstone Research
91.3%
Bain & Company
90.4%
Boston Consulting Group
89.4%
Parthenon Group-EY
88.5%
ZS Associates
87.5%
LEK Consulting
86.5%
Strategy&
85.6%
NERA Economic Consulting
84.6%
Compass Lexecon
83.7%
Protiviti
82.7%
Mercer
81.7%
Prudential
80.8%
Analysis Group
79.8%
Jones Lang LaSalle
78.8%
A.T. Kearney
77.9%
Towers Watson
76.9%
Public Financial Management
76.0%
Frost and Sullivan
75.0%
Sapient Global Markets
74.0%
Capgemini
73.1%
FTI Consulting
72.1%
IHS
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Best Work/Life Balance (1)
Employer support in balancing between work life and personal life?
Firm
YoY Δ
Percentile
Booz Allen Hamilton
99.0%
IBM
98.1%
Deloitte
97.1%
PwC
96.2%
ZS Associates
95.2%
Protiviti
94.2%
Alvarez & Marsal
93.3%
Mercer
92.3%
Public Financial Management
91.3%
McKinsey and Co
90.4%
Sapient Global Markets
89.4%
Oliver Wyman
88.5%
Bain & Company
87.5%
Jones Lang LaSalle
86.5%
Accenture
85.6%
Prudential
84.6%
Frost and Sullivan
83.7%
Parthenon Group-EY
82.7%
Strategy&
81.7%
Towers Watson
80.8%
Analysis Group
79.8%
NERA Economic Consulting
78.8%
Compass Lexecon
77.9%
Capgemini
76.9%
Boston Consulting Group
76.0%
Mizuho
75.0%
FTI Consulting
74.0%
IHS
73.1%
Cornerstone Research
72.1%
A.T. Kearney
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
Worst Work/Life Balance (1)
Firm
YoY Δ
Percentile
Opera Solutions
99.0%
The Townsend Group
98.1%
EVA Dimensions
97.1%
Young and Partners
96.2%
Gotham Consulting Partners
95.2%
IMS Consulting Group
94.2%
MNP LLP
93.3%
Advisory Board Company
92.3%
ABI Group
91.3%
ScottMadden
90.4%
NorthStar Management Partners
89.4%
SolomonEdwardsGroup
88.5%
New Heights Research
87.5%
Park Street Advisors
86.5%
Walmart
85.6%
Advocates Business Consultants, Inc
84.6%
Marcum Group
83.7%
Acquisition Advisors
82.7%
AMN Consulting
81.7%
Arthur D. Little
80.8%
The Retirement Group
79.8%
Carlisle and Gallagher Consulting Group
78.8%
Navigant Capital Advisors
77.9%
The Brattle Group
76.9%
Roland Berger Strategy Consultants
76.0%
Boltendahl International Partners
75.0%
Atlanta BeltLine Inc
74.0%
Argopoint
73.1%
AMEC Environment and Infrastructure
72.1%
New England Pension Consultants
71.2%
Percentile calculated based off of adjusted score only for consulting firms that received at least one vote (104 total firms). See Methodology FAQ below for more information.
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Firm
YoY Δ
Percentile
Financo
87.5
EVA Dimensions
75.0
Teneo
72.5
Galt and Company
71.7
Altman Vilandrie & Company
70.0
McKinsey and Co
68.4
Strategy&
66.3
Bain & Company
65.2
Keystone Strategy
65.0
The Hackett Group
65.0
The Parthenon Group
65.0
Campbell Alliance
65.0
AMR international
65.0
Oliver Wyman
64.8
Roland Berger Strategy Consultants
64.3
Boston Consulting Group
63.9
Mars & Co
63.0
LEK Consulting
63.0
A.T. Kearney
62.7
Arthur D. Little
62.5
Mizuho
62.5
OCC Strategy Consultants
62.5
Parthenon Group-EY
62.3
IMS Consulting Group
62.3
The Cambridge Group
61.7
Marlin and Associates
61.7
Crowe Horwath
60.0
Public Consulting Group
60.0
Public Financial Management
59.0
Simon Kucher Partners
58.6
Includes funds that have at least three or more submissions (110 consulting firms)
Company Specific Salary and Bonus Data Available
Methodology FAQ
How often is this data updated?
The rankings are constantly changing and evolving based on additional data we collect every day. The graphs and tables use the data from YTD and the prior 2 years. See tabs located above on this page to access previous year rankings.
Why do the average compensation numbers look so low?
Remember that the compensation you are accustomed to hearing for top performers in the top groups in New York is well above the average for cities around the world. The compensation average graphs are a global average which includes regional cities and groups that bring the average down. If you would like company and group specific compensation data, please visit the WSO Company Database.
Where does this data come from?
The compensation, review and interview data comes from WSO member submissions to the WSO Company Database. With over 50,000 submissions to date across thousands of companies, the database is solely a representation of what our members were paid and how they rank companies on various metrics. Please see below for a detailed breakdown of the member statistics for those that have contributed to the database.
What are the percentile rankings based on?
The percentile rankings of companies listed here are based on the current YTD and the prior two years of data for companies that received at least one vote. The simple average scores are converted into an Adjusted Score before the companies are ranked to take into account companies with a smaller sample size. This method uses Bayesian Statistics.
Why do you use Bayesian Statistics to adjust scores?
This methodology is used in order to account for standard deviation in rankings. As a company gets more rankings and data, we have more confidence that the average ranking is a true reflection of reality, so this is reflected in the adjusted scores and Percentile rankings. Learn more about Bayesian Statistics here.
Why don't I see company XYZ?
Some great smaller firms may not be represented in the rankings for the simple reason that we have not collected enough data to represent them accurately or for us to have enough data to display them at all.
What is the geographical representation of the submissions?
The WSO user base is very US-centric with approximately 70% of all submissions coming within the United States of America. Please see the detailed breakdown of the member statistics for those that have contributed to the database. For more company and city specific compensation, please visit the WSO Company Database.
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