77%
38%


SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY





117


is Disrupting the Job Market2017 45 5Director of Analytics and Data Scientists
38%


SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY







1
LEAD360


38%


SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY






SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY





6
6

38%


SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY








SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY







SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY






Lucia Ishikawa 2014201811


SQL TableauQualtrics







0 10 20 30 40 50 60 47.5 48.2 44.3
17.6
26.7
21.4
8.2
7.1
36.6
85%
83%
81%
78%
77%
76%
76%
75%
73%
72%
71%
71%
66%
61%
55%
48%
















6 3 1 3 HR 1 4 1 PD HR PD L 2 31 SIer) S T R 2 3 0 K N 1 1 M



Adaptalytics, LLC Dan Anderson PeopleAnalyst Mike West Creelman Research CEO David Creelman Stela Lupushor
FedEx Office 5 3 Workforce Analytics & Strategy Manager Sean Rae Marriott International 13 3 Senior Director of Talent Management Analytics and Solutions Steve Hall Microsoft Corporation 15 50 General Manager of HR Business Insights Dawn Klinghoffer Morgan Stanley 9 13 Global Head of HR Analytics Jeremy Shapiro Shell 15 50 Global Head of HR Diagnostics Sue Lam 1 7 Manager, People Analytics Luc Bourgeois TELUS 3 83 People Analytics Manager Patrick Tuason
Microsoft Corporation
EY