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SAS:SAS Graph Generic Driver · Job_Title 40 Data Services Support A4-IT Database Administrator...

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1 OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year ------------------------------------------------------------- Job_Function=INFTECH year=2013 ------------------------------------------------------------- The GLM Procedure Class Level Information Class Levels Values Job_Title 40 Data Services Support A4-IT Database Administrator 2-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Network/Telecom Systems Technician A3-IT Programmer Analyst 1-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT Organization_Name 60 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0620 - Systems Technologies and Platforms - ORCL USA 0656 - ALT_CC-AB20 - GSS Network Operations - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0B52 - Global Contract Services Operations - ORCL USA 0D47 - HQ Security - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0J81 - Corporate Planning & Analysis - ORCL USA 0K22 - Platform Technology Management - ORCL USA 0K40 - Apps Product Marketing Business Development - ORCL USA 0K76 - Oracle Conference Center - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0SU2 - Oracle.com, OTN, OPN and Website Integration - ORCL USA 0TD5 - Sup - EDP & Compliance - US - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure - System Admin - ORCL USA 0Z48 - On Demand - Security - ORCL USA 25K1 - Fusion Service Development - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Oracle Hosting Ops - ORCL USA AD08 - ADIT Initiatives - BI - ORCL USA AE61 - Telco Management - ORCL USA AE63 - GBU HQ SaaS - ORCL USA AE73 - LMS - Operations & Services - ORCL USA AE77 - PGBU SaaS Delivery - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AO71 - ADIT Initiatives - Integrations - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Hosting - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Asset Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BC59 - MOS CC Implementation - ORCL USA BC87 - MOS ETL and Analytics - ORCL USA BC88 - MOS Knowledge Management - ORCL USA BF67 - MOS Product Suite - ORCL USA BG39 - ADIT Initiatives - SCM - ORCL USA BG44 - ADIT DevOps - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA HP32 - ADIT Initiatives - CRM - ORCL USA MK08 - Corp Mktg_Global Mktg Reporting & Systems - ORCL USA OD01 - Production Services - ORCL USA OD11 - Command Center - ORCL USA OD28 - Commercial IT - Business Mgmt - ORCL USA OD31 - Infrastructure Support - ORCL USA RS67 - ADIT Initiatives - ERP - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SU78 - ADIT PMO - ORCL USA WF17 - Controllers Group - GPO - ORCL USA Number of Observations Read 440 Number of Observations Used 440 Draft -- Confidential Attorney Work Product Exhibit P-441
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  • 1

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2013 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 40 Data Services Support A4-IT Database Administrator 2-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Network/Telecom Systems Technician A3-IT Programmer Analyst 1-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT

    Organization_Name 60 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0620 - Systems Technologies and Platforms - ORCL USA 0656 - ALT_CC-AB20 - GSS Network Operations - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0B52 - Global Contract Services Operations - ORCL USA 0D47 - HQ Security - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0J81 - Corporate Planning & Analysis - ORCL USA 0K22 - Platform Technology Management - ORCL USA 0K40 - Apps Product Marketing Business Development - ORCL USA 0K76 - Oracle Conference Center - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0SU2 - Oracle.com, OTN, OPN and Website Integration - ORCL USA 0TD5 - Sup - EDP & Compliance - US - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure - System Admin - ORCL USA 0Z48 - On Demand - Security - ORCL USA 25K1 - Fusion Service Development - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Oracle Hosting Ops - ORCL USA AD08 - ADIT Initiatives - BI - ORCL USA AE61 - Telco Management - ORCL USA AE63 - GBU HQ SaaS - ORCL USA AE73 - LMS - Operations & Services - ORCL USA AE77 - PGBU SaaS Delivery - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AO71 - ADIT Initiatives - Integrations - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Hosting - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Asset Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BC59 - MOS CC Implementation - ORCL USA BC87 - MOS ETL and Analytics - ORCL USA BC88 - MOS Knowledge Management - ORCL USA BF67 - MOS Product Suite - ORCL USA BG39 - ADIT Initiatives - SCM - ORCL USA BG44 - ADIT DevOps - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA HP32 - ADIT Initiatives - CRM - ORCL USA MK08 - Corp Mktg_Global Mktg Reporting & Systems - ORCL USA OD01 - Production Services - ORCL USA OD11 - Command Center - ORCL USA OD28 - Commercial IT - Business Mgmt - ORCL USA OD31 - Infrastructure Support - ORCL USA RS67 - ADIT Initiatives - ERP - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SU78 - ADIT PMO - ORCL USA WF17 - Controllers Group - GPO - ORCL USA

    Number of Observations Read 440 Number of Observations Used 440

    Draft -- Confidential Attorney Work ProductExhibit P-441

  • 2

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2013 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 107 55.50968705 0.51878212 25.06 F

    female 1 0.33065713 0.33065713 15.97

  • 3

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2013 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Network/Telecom Systems Analyst 3-IT -0.07849068 B 0.11152157 -0.70 0.4820 Job_Title Network/Telecom Systems Analyst 4-IT -0.01619024 B 0.09976389 -0.16 0.8712 Job_Title Network/Telecom Systems Analyst 5-IT 0.43111554 B 0.14186285 3.04 0.0026 Job_Title Network/Telecom Systems Technician A3-IT -0.58609251 B 0.16994756 -3.45 0.0006 Job_Title Programmer Analyst 1-IT -0.36987699 B 0.20867331 -1.77 0.0772 Job_Title Programmer Analyst 2-IT -0.35841645 B 0.12718511 -2.82 0.0051 Job_Title Programmer Analyst 3-IT -0.09066341 B 0.09269049 -0.98 0.3287 Job_Title Programmer Analyst 4-IT 0.00891409 B 0.08981755 0.10 0.9210 Job_Title Programmer Analyst 5-IT 0.31254336 B 0.10751922 2.91 0.0039 Job_Title Project Manager 3 -0.27107709 B 0.17273119 -1.57 0.1175 Job_Title Project Manager 4 0.03552745 B 0.09663255 0.37 0.7134 Job_Title Project Manager 5 0.35434972 B 0.11731510 3.02 0.0027 Job_Title Project Mgmt Snr Manager -0.05866247 B 0.18529721 -0.32 0.7518 Job_Title System Administrator 2-IT -0.54733751 B 0.10591773 -5.17

  • 4

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2013 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name OD31 - Infrastructure Support - ORCL USA -0.17087997 B 0.11457364 -1.49 0.1368 Organization_Name RS67 - ADIT Initiatives - ERP - ORCL USA -0.14204384 B 0.08084495 -1.76 0.0798 Organization_Name RS67 - OAL - ORCL USA -0.15172070 B 0.09238898 -1.64 0.1015 Organization_Name RS70 - Enterprise IT - ORCL USA -0.11588336 B 0.07789542 -1.49 0.1378 Organization_Name SU78 - ADIT PMO - ORCL USA 0.00000000 B . . . Organization_Name WF17 - Controllers Group - GPO - ORCL USA 0.00000000 B . . . Jobtenureyears 0.00650642 0.00257609 2.53 0.0120 HasPatentBonusEver 0.04974482 0.05183463 0.96 0.3379 acquisition 0.05512946 0.03236568 1.70 0.0894 lateral 0.07078095 0.02100932 3.37 0.0008 LOACurrYear -0.01376033 0.03991186 -0.34 0.7305

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Confidential Attorney Work Product

  • 5

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2014 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 41 Data Services Support A4-IT Database Administrator 2-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 3 IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Programmer Analyst 1-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Director Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT

    Organization_Name 54 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0620 - Systems Technologies and Platforms - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0781 - Global Finance Operations - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0D47 - HQ Security - ORCL USA 0D66 - Oracle Corp Recruiting - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0K22 - Platform Technology Management - ORCL USA 0K76 - Oracle Conference Center - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0SU2 - Oracle.com, OTN, OPN and Website Integration - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure - System Admin - ORCL USA 0Z48 - On Demand - Security - ORCL USA 25K1 - Fusion Service Development - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Fusion Cloud Operation - ORCL USA AE61 - GIT Communications Voice and Video - ORCL USA AE63 - GBU HQ SaaS - ORCL USA AE73 - LMS - Operations & Services - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Hosting - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Asset Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BC59 - MOS CC Implementation - ORCL USA BC87 - MOS ETL and Analytics - ORCL USA BC88 - MOS Knowledge Management - ORCL USA BF67 - MOS Product Suite - ORCL USA BH23 - Customer Service Development - ORCL USA C0H1 - Cloud New Product Offerings - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA MK08 - Corp Mktg_Global Mktg Reporting & Systems - ORCL USA OD01 - Production Services - ORCL USA OD06 - Implementations - ORCL USA OD07 - Application Mgmt - ORCL USA OD11 - Command Center - ORCL USA OD28 - Commercial IT - Business Mgmt - ORCL USA OD31 - Infrastructure Support - ORCL USA PL07 - Fusion Development Management - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA WF17 - Controllers Group - GPO - ORCL USA

    Number of Observations Read 447 Number of Observations Used 447

    Draft -- Confidential Attorney Work Product

  • 6

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2014 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 102 75.57175017 0.74089951 27.76 F

    female 1 0.58709520 0.58709520 22.00

  • 7

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2014 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Internal Customer Tech Support 4-IT -0.15357814 B 0.22279429 -0.69 0.4911 Job_Title Network/Telecom Systems Analyst 3-IT -0.12351505 B 0.13974950 -0.88 0.3774 Job_Title Network/Telecom Systems Analyst 4-IT 0.04620671 B 0.13210494 0.35 0.7267 Job_Title Network/Telecom Systems Analyst 5-IT 0.46650331 B 0.15466439 3.02 0.0027 Job_Title Programmer Analyst 1-IT -0.43217981 B 0.22547483 -1.92 0.0561 Job_Title Programmer Analyst 2-IT -0.47442270 B 0.17731794 -2.68 0.0078 Job_Title Programmer Analyst 3-IT -0.15044567 B 0.12784714 -1.18 0.2401 Job_Title Programmer Analyst 4-IT -0.02712098 B 0.12592647 -0.22 0.8296 Job_Title Programmer Analyst 5-IT 0.23340919 B 0.13149178 1.78 0.0768 Job_Title Project Manager 3 -0.17247561 B 0.18492915 -0.93 0.3517 Job_Title Project Manager 4 -0.05151554 B 0.13333892 -0.39 0.6995 Job_Title Project Manager 5 0.37712114 B 0.15092662 2.50 0.0129 Job_Title Project Mgmt Director -0.00193697 B 0.20716735 -0.01 0.9925 Job_Title Project Mgmt Snr Manager 0.21902648 B 0.22589735 0.97 0.3329 Job_Title System Administrator 2-IT -0.61971498 B 0.13856618 -4.47

  • 8

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2014 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name WF17 - Controllers Group - GPO - ORCL USA 0.00000000 B . . . Jobtenureyears 0.01007271 0.00283589 3.55 0.0004 HasPatentBonusEver -0.03739372 0.04704715 -0.79 0.4273 acquisition 0.03420313 0.03749003 0.91 0.3622 lateral 0.06724365 0.02406259 2.79 0.0055 LOACurrYear -0.04798062 0.06083532 -0.79 0.4308

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Confidential Attorney Work Product

  • 9

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2015 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 43 Data Services Support A4-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 3 IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Programmer Analyst 1-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Director Project Mgmt Snr Director Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 3-IT Systems Analyst 4-IT Systems Analyst 5-IT

    Organization_Name 68 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0620 - Systems Technologies and Platforms - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0715 - Treasury Department - ORCL USA -OLD 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0D47 - HQ Security - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0K22 - Platform Technology Management - ORCL USA 0K76 - Corp Mktg_Oracle Conference Centers - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0M17 - Application Mgmt - Shared - ORCL USA 0SU2 - Oracle.com, OTN, OPN and Website Integration - ORCL USA 0TN1 - Infrastructure - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure - ORCL USA 0UC1 - Infrastructure Services - ORCL USA 0Z48 - On Demand - Security - ORCL USA 1HK2 - Premium Cloud Services - ORCL USA 23K1 - CRM ATG Sales Cloud Operations - ORCL USA 25K1 - Fusion Service Development - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA 4EH1 - OAL Micros - ORCL USA 6PH1 - Responsys Cloud Operations - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Fusion Cloud Operation - ORCL USA AE61 - GIT Unified Communications - ORCL USA AE63 - GBU HQ SaaS - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Hosting - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Executive Mgmt - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BC59 - MOS CC Implementation - ORCL USA BF67 - MOS Product Suite - ORCL USA BG83 - GBU HQ Development - ORCL USA BH23 - Customer Service Development - ORCL USA C0H1 - Cloud New Product Offerings - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA MK08 - Corp Mktg_Global Mktg Reporting & Systems - ORCL USA OD01 - Production Services - ORCL USA OD03 - Provisioning - ORCL USA OD03 - Provisionining - ORCL USA OD06 - Implementations - ORCL USA OD07 - Application Mgmt - ORCL USA OD09 - Application Mgmt - USFED - ORCL USA OD11 - Command Center - ORCL USA OD14 - Application Mgmt - Shared - ORCL USA OD22 - Application Mgmt - ORCL USA OD23 - Technology COE - ORCL USA OD28 - Commercial IT - Business Mgmt - ORCL USA OD31 - Infrastructure - ORCL USA OD36 - Implementations - ORCL USA OD45 - Application Mgmt - Dedicated - ORCL USA OD46 - Infrastructure - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SB49 - Inquira Hosting Operations - ORCL USA SL77 - Monitoring - TCOE - ORCL USA WF17 - Controllers Group - GPO - ORCL USA Y469 - Recruiting - Shared Services - ORCL USA

    Number of Observations Read 556 Number of Observations Used 556

    Draft -- Confidential Attorney Work Product

  • 10

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2015 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 119 93.8992278 0.7890691 27.82 F

    female 1 1.54321949 1.54321949 54.42

  • 11

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2015 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Network/Telecom Systems Analyst 3-IT 0.19647094 B 0.19871548 0.99 0.3234 Job_Title Network/Telecom Systems Analyst 4-IT 0.27419639 B 0.18771122 1.46 0.1448 Job_Title Network/Telecom Systems Analyst 5-IT 0.75268635 B 0.22291730 3.38 0.0008 Job_Title Programmer Analyst 1-IT -0.29432225 B 0.27197619 -1.08 0.2798 Job_Title Programmer Analyst 2-IT -0.22361009 B 0.21728123 -1.03 0.3040 Job_Title Programmer Analyst 3-IT 0.10956799 B 0.17477989 0.63 0.5311 Job_Title Programmer Analyst 4-IT 0.24535204 B 0.17418119 1.41 0.1597 Job_Title Programmer Analyst 5-IT 0.43366403 B 0.17586178 2.47 0.0140 Job_Title Project Manager 3 0.00016251 B 0.20557257 0.00 0.9994 Job_Title Project Manager 4 0.20859797 B 0.18155482 1.15 0.2512 Job_Title Project Manager 5 0.58671612 B 0.18859882 3.11 0.0020 Job_Title Project Mgmt Director 0.55749074 B 0.38202839 1.46 0.1452 Job_Title Project Mgmt Snr Director 1.09328025 B 0.24955681 4.38

  • 12

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2015 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name OD07 - Application Mgmt - ORCL USA 0.39532344 B 0.32449040 1.22 0.2238 Organization_Name OD09 - Application Mgmt - USFED - ORCL USA 0.36747289 B 0.31966803 1.15 0.2510 Organization_Name OD11 - Command Center - ORCL USA 0.06928591 B 0.29858086 0.23 0.8166 Organization_Name OD14 - Application Mgmt - Shared - ORCL USA 0.17941198 B 0.34105136 0.53 0.5991 Organization_Name OD22 - Application Mgmt - ORCL USA 0.19141296 B 0.34306915 0.56 0.5772 Organization_Name OD23 - Technology COE - ORCL USA 0.07751343 B 0.30033852 0.26 0.7965 Organization_Name OD28 - Commercial IT - Business Mgmt - ORCL USA 0.75626027 B 0.34577056 2.19 0.0293 Organization_Name OD31 - Infrastructure - ORCL USA 0.22110113 B 0.30551194 0.72 0.4696 Organization_Name OD36 - Implementations - ORCL USA 0.11206231 B 0.31163863 0.36 0.7193 Organization_Name OD45 - Application Mgmt - Dedicated - ORCL USA 0.16274602 B 0.30095387 0.54 0.5889 Organization_Name OD46 - Infrastructure - ORCL USA 0.31281716 B 0.36213645 0.86 0.3882 Organization_Name RS67 - OAL - ORCL USA 0.16929809 B 0.29442799 0.58 0.5656 Organization_Name RS70 - Enterprise IT - ORCL USA 0.36507296 B 0.29507190 1.24 0.2167 Organization_Name SB49 - Inquira Hosting Operations - ORCL USA -0.19633787 B 0.33822074 -0.58 0.5619 Organization_Name SL77 - Monitoring - TCOE - ORCL USA 0.02952669 B 0.30182882 0.10 0.9221 Organization_Name WF17 - Controllers Group - GPO - ORCL USA 0.00000000 B . . . Organization_Name Y469 - Recruiting - Shared Services - ORCL USA 0.00000000 B . . . Jobtenureyears 0.00878200 0.00285149 3.08 0.0022 HasPatentBonusEver -0.04964896 0.04714522 -1.05 0.2929 acquisition 0.02245901 0.03591929 0.63 0.5321 lateral 0.05364203 0.02359349 2.27 0.0235 LOACurrYear -0.00688049 0.04969526 -0.14 0.8899

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Confidential Attorney Work Product

  • 13

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2016 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 44 Data Services Support A4-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 3 IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Programmer Analyst 1-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 2 Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Director Project Mgmt Snr Director Project Mgmt Snr Manager System Administrator 1-IT System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT Systems Analyst 5-IT

    Organization_Name 69 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0537 - Digital Media Technology - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0B52 - Global Contract Services Operations - ORCL USA 0D47 - HQ Security - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0K22 - Platform Technology Management - ORCL USA 0K76 - Corp Mktg_Oracle Conference Centers - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0M17 - Application Mgmt - Shared - ORCL USA 0SU2 - Oracle.com, OTN, OPN and Website Integration - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure Services - ORCL USA 0Z48 - On Demand - Security - ORCL USA 1HK2 - Premium Client Engagement Services - ORCL USA 23K1 - CRM ATG Sales Cloud Operations - ORCL USA 25K1 - Fusion Service Development - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA 2EF1 - External Compute - PaaS - ORCL USA 2GF1 - Cross Services - SaaS/PaaS - ORCL USA 4EH1 - OAL Micros - ORCL USA 6PH1 - Responsys Cloud Operations - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Fusion Cloud Operation - ORCL USA AE34 - Taleo SaaS Ops - ORCL USA AE61 - GIT Unified Communications - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Managed Compute Services - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Configuration Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BF67 - MOS Product Suite - ORCL USA BH23 - Customer Service Development - ORCL USA C0H1 - SCM Cloud Operations - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA L3K1 - Internal Compute - PaaS - ORCL USA MK08 - Corp Mktg_Global Mktg Reporting & Systems - ORCL USA OD01 - Production Services - ORCL USA OD03 - Provisioning - ORCL USA OD06 - Application Mgmt - Shared - ORCL USA OD07 - Application Mgmt - ORCL USA OD09 - Application Mgmt - USFED - ORCL USA OD11 - Command Center - ORCL USA OD14 - Application Mgmt - Shared - ORCL USA OD15 - MSC Cross Services - ORCL USA OD22 - Application Mgmt - ORCL USA OD23 - Technology COE - ORCL USA OD28 - MSC Cross Services - ORCL USA OD31 - Infrastructure Services - ORCL USA OD36 - Application Mgmt - Shared - ORCL USA OD45 - Application Mgmt - Dedicated - ORCL USA OD46 - Provisioning - ORCL USA R2K1 - Record To Report - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SB49 - Inquira Hosting Operations - ORCL USA SL77 - Monitoring - TCOE - ORCL USA X6H1 - GBU HQ OCI Development - ORCL USA Y469 - Recruiting - Shared Services - ORCL USA

    Number of Observations Read 604 Number of Observations Used 604

    Draft -- Confidential Attorney Work Product

  • 14

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2016 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 122 101.9285906 0.8354803 29.25 F

    female 1 1.88488717 1.88488717 65.98

  • 15

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2016 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Network/Telecom Systems Analyst 3-IT -0.00003786 B 0.15128499 -0.00 0.9998 Job_Title Network/Telecom Systems Analyst 4-IT 0.24319200 B 0.14156902 1.72 0.0865 Job_Title Network/Telecom Systems Analyst 5-IT 0.55793030 B 0.18192035 3.07 0.0023 Job_Title Programmer Analyst 1-IT -0.24230792 B 0.31242857 -0.78 0.4384 Job_Title Programmer Analyst 2-IT -0.32809557 B 0.16121599 -2.04 0.0424 Job_Title Programmer Analyst 3-IT -0.07299800 B 0.12740634 -0.57 0.5669 Job_Title Programmer Analyst 4-IT 0.08553459 B 0.12566933 0.68 0.4964 Job_Title Programmer Analyst 5-IT 0.26419577 B 0.12775744 2.07 0.0392 Job_Title Project Manager 2 -0.27759213 B 0.21025300 -1.32 0.1874 Job_Title Project Manager 3 -0.30073430 B 0.15582388 -1.93 0.0542 Job_Title Project Manager 4 0.05435204 B 0.13331376 0.41 0.6837 Job_Title Project Manager 5 0.45586656 B 0.14235360 3.20 0.0015 Job_Title Project Mgmt Director 0.28725666 B 0.19033394 1.51 0.1319 Job_Title Project Mgmt Snr Director 0.88135566 B 0.21729427 4.06

  • 16

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2016 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name OD07 - Application Mgmt - ORCL USA 0.52452395 B 0.31342491 1.67 0.0949 Organization_Name OD09 - Application Mgmt - USFED - ORCL USA 0.36858507 B 0.27658950 1.33 0.1833 Organization_Name OD11 - Command Center - ORCL USA 0.20426078 B 0.26493543 0.77 0.4411 Organization_Name OD14 - Application Mgmt - Shared - ORCL USA 0.10514118 B 0.30849657 0.34 0.7334 Organization_Name OD15 - MSC Cross Services - ORCL USA 0.68806894 B 0.32263015 2.13 0.0335 Organization_Name OD22 - Application Mgmt - ORCL USA 0.11850354 B 0.28571273 0.41 0.6785 Organization_Name OD23 - Technology COE - ORCL USA 0.20909016 B 0.26312347 0.79 0.4272 Organization_Name OD28 - MSC Cross Services - ORCL USA 0.29882000 B 0.31404387 0.95 0.3418 Organization_Name OD31 - Infrastructure Services - ORCL USA 0.28285337 B 0.27592382 1.03 0.3058 Organization_Name OD36 - Application Mgmt - Shared - ORCL USA 0.26431434 B 0.27234945 0.97 0.3323 Organization_Name OD45 - Application Mgmt - Dedicated - ORCL USA 0.25069619 B 0.26389955 0.95 0.3426 Organization_Name OD46 - Provisioning - ORCL USA 0.52390837 B 0.32799264 1.60 0.1109 Organization_Name R2K1 - Record To Report - ORCL USA 0.30360686 B 0.30278640 1.00 0.3165 Organization_Name RS67 - OAL - ORCL USA 0.31393739 B 0.25825598 1.22 0.2247 Organization_Name RS70 - Enterprise IT - ORCL USA 0.47857657 B 0.25892431 1.85 0.0652 Organization_Name SB49 - Inquira Hosting Operations - ORCL USA 0.00302068 B 0.30988322 0.01 0.9922 Organization_Name SL77 - Monitoring - TCOE - ORCL USA 0.15043895 B 0.26550163 0.57 0.5712 Organization_Name X6H1 - GBU HQ OCI Development - ORCL USA 0.26500211 B 0.31535778 0.84 0.4011 Organization_Name Y469 - Recruiting - Shared Services - ORCL USA 0.00000000 B . . . Jobtenureyears 0.00382656 0.00273352 1.40 0.1622 HasPatentBonusEver 0.01805410 0.04071119 0.44 0.6576 acquisition 0.03698533 0.03590688 1.03 0.3035 lateral 0.07105278 0.02407005 2.95 0.0033 LOACurrYear -0.06047857 0.03846320 -1.57 0.1165

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Confidential Attorney Work Product

  • 17

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2017 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 40 Data Services Support A4-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 2 IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 2 Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Director Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT Systems Analyst 5-IT

    Organization_Name 67 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0537 - Digital Media Technology - ORCL USA 0652 - Corporate Architecture - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0K76 - Corp Mktg_Oracle Conference Centers - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0M17 - Application Mgmt - Shared - ORCL USA 0SU2 - Corp Mktg_Oracle.com - ORCL USA 0U30 - Corp Architecture - Development - ORCL USA 0UC1 - Infrastructure Services - ORCL USA 1HK2 - Premium Client Engagement Services - ORCL USA 23K1 - Commerce Cloud Operations - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA 2GF1 - Cross Services - SaaS/ OCI-Classic - PaaS/IaaS - ORCL USA 3QP1 - Gen 1 Cloud Development - Dev Ops - ORCL USA 4QM1 - Cross Services - OCI-Classic PaaS/IaaS - ORCL USA 5769 - Cross Services - SaaS - ORCL USA 6PH1 - Responsys Cloud Operations - ORCL USA 83M1 - Managed Security Services - ORCL USA 8XM1 - G&A - OAL Team - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Fusion Cloud Operation - ORCL USA AE34 - Taleo SaaS Ops - ORCL USA AE61 - GIT Unified Communications - ORCL USA AF49 - CRM OD Infra & Hosting Ops - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Managed Compute Services - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Configuration Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BF67 - MOS Product Suite - ORCL USA BH23 - Customer Service Development - ORCL USA C0H1 - SCM Cloud Operations - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA L3K1 - Internal Compute - PaaS - ORCL USA M2K1 - Cross Services - SaaS/OCI-Classic PaaS - ORCL USA MK08 - Corp Mktg_Reporting & Systems Global - ORCL USA OD01 - Production Services - ORCL USA OD03 - Provisioning - ORCL USA OD06 - Application Mgmt - Shared - ORCL USA OD09 - Application Mgmt - USFED - ORCL USA OD11 - Command Center - ORCL USA OD15 - MSC Cross Services - ORCL USA OD22 - Application Mgmt - ORCL USA OD23 - Technology COE - ORCL USA OD31 - Infrastructure Services - ORCL USA OD36 - Application Mgmt - Shared - ORCL USA OD45 - Application Mgmt - Dedicated - ORCL USA OD46 - Provisioning - ORCL USA Q7K1 - MCS Inquira - ORCL USA R2K1 - Record To Report - ORCL USA R8M1 - Cross Services - OCI-Classic PaaS - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SL77 - Monitoring - TCOE - ORCL USA X9M1 - Risk Management and Security - ORCL USA Y469 - Recruiting - Shared Services - ORCL USA

    Number of Observations Read 545 Number of Observations Used 544

    Draft -- Confidential Attorney Work Product

  • 18

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2017 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 116 106.5111581 0.9181996 28.44 F

    female 1 1.90425659 1.90425659 58.98

  • 19

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2017 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Network/Telecom Systems Analyst 4-IT 0.164373088 B 0.20574911 0.80 0.4248 Job_Title Network/Telecom Systems Analyst 5-IT 0.598352191 B 0.27169534 2.20 0.0282 Job_Title Programmer Analyst 2-IT -0.405170539 B 0.21757592 -1.86 0.0633 Job_Title Programmer Analyst 3-IT -0.094715398 B 0.19801823 -0.48 0.6327 Job_Title Programmer Analyst 4-IT 0.086777477 B 0.19587809 0.44 0.6580 Job_Title Programmer Analyst 5-IT 0.247144960 B 0.19761403 1.25 0.2117 Job_Title Project Manager 2 -0.302411045 B 0.25614442 -1.18 0.2384 Job_Title Project Manager 3 -0.212699888 B 0.22058307 -0.96 0.3355 Job_Title Project Manager 4 0.144622208 B 0.20195371 0.72 0.4743 Job_Title Project Manager 5 0.322025542 B 0.21458331 1.50 0.1342 Job_Title Project Mgmt Director 0.461974811 B 0.24691001 1.87 0.0620 Job_Title Project Mgmt Snr Manager 0.382128759 B 0.22553857 1.69 0.0909 Job_Title System Administrator 2-IT -0.555857838 B 0.20023088 -2.78 0.0057 Job_Title System Administrator 3-IT -0.277462998 B 0.19521926 -1.42 0.1560 Job_Title System Administrator 4-IT 0.017350621 B 0.20058784 0.09 0.9311 Job_Title System Administrator 5-IT 0.270510987 B 0.22410324 1.21 0.2281 Job_Title Systems Analyst 2-IT -0.159641453 B 0.32439347 -0.49 0.6229 Job_Title Systems Analyst 4-IT 0.032798004 B 0.22743693 0.14 0.8854 Job_Title Systems Analyst 5-IT 0.000000000 B . . . totaloracleyears -0.003005723 0.00328811 -0.91 0.3612 LOAYearsCumul -0.151982481 0.06591657 -2.31 0.0216 Organization_Name 0116 - Global Information Security - ORCL USA 0.399224383 B 0.29699550 1.34 0.1796 Organization_Name 0514 - Manufacturing and Distribution - ORCL USA 0.304154021 B 0.30658144 0.99 0.3217 Organization_Name 0537 - Digital Media Technology - ORCL USA 0.283300848 B 0.30365993 0.93 0.3514 Organization_Name 0652 - Corporate Architecture - ORCL USA 0.722731157 B 0.35349799 2.04 0.0415 Organization_Name 0703 - Oracle Credit Corporation - ORCL USA 0.188154328 B 0.31481855 0.60 0.5504 Organization_Name 0735 - REF - Global Real Estate Mgmt - ORCL USA 0.310323696 B 0.29623881 1.05 0.2954 Organization_Name 0759 - General Counsel - ORCL USA 0.122454651 B 0.40549086 0.30 0.7628 Organization_Name 0A82 - HR Information Systems (HRIS) - ORCL USA 0.432554331 B 0.31462348 1.37 0.1699 Organization_Name 0B48 - Global IT Headquarters - ORCL USA -0.127425993 B 0.34780664 -0.37 0.7143 Organization_Name 0E77 - Education Center Technical Support - ORCL USA 0.256012500 B 0.34348553 0.75 0.4565 Organization_Name 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0.398822705 B 0.33768525 1.18 0.2382 Organization_Name 0K76 - Corp Mktg_Oracle Conference Centers - ORCL USA 0.237498082 B 0.28085705 0.85 0.3982 Organization_Name 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0.069513877 B 0.33803074 0.21 0.8372 Organization_Name 0M17 - Application Mgmt - Shared - ORCL USA 0.292899479 B 0.33827160 0.87 0.3870 Organization_Name 0SU2 - Corp Mktg_Oracle.com - ORCL USA 0.381296026 B 0.30478996 1.25 0.2116 Organization_Name 0U30 - Corp Architecture - Development - ORCL USA 0.460613631 B 0.30183975 1.53 0.1277 Organization_Name 0UC1 - Infrastructure Services - ORCL USA 0.549433078 B 0.34332321 1.60 0.1103 Organization_Name 1HK2 - Premium Client Engagement Services - ORCL USA 0.395522057 B 0.29893906 1.32 0.1865 Organization_Name 23K1 - Commerce Cloud Operations - ORCL USA 0.202738525 B 0.34366498 0.59 0.5555 Organization_Name 2DF1 - CIT Network Operations IT - ORCL USA 0.320453589 B 0.34476835 0.93 0.3532 Organization_Name 2GF1 - Cross Services - SaaS/ OCI-Classic - PaaS/IaaS - ORCL USA 0.555741642 B 0.29264058 1.90 0.0582 Organization_Name 3QP1 - Gen 1 Cloud Development - Dev Ops - ORCL USA 0.742440289 B 0.29055328 2.56 0.0110 Organization_Name 4QM1 - Cross Services - OCI-Classic PaaS/IaaS - ORCL USA 0.630880550 B 0.31508554 2.00 0.0459 Organization_Name 5769 - Cross Services - SaaS - ORCL USA 0.586922797 B 0.29637606 1.98 0.0483 Organization_Name 6PH1 - Responsys Cloud Operations - ORCL USA 0.652113818 B 0.36139385 1.80 0.0719 Organization_Name 83M1 - Managed Security Services - ORCL USA 0.507093135 B 0.30074079 1.69 0.0925 Organization_Name 8XM1 - G&A - OAL Team - ORCL USA 0.294890038 B 0.29985739 0.98 0.3260 Organization_Name AB20 - GIT Enterprise Network - ORCL USA 0.173446237 B 0.28983550 0.60 0.5499 Organization_Name AB22 - GIT Employee Compute - ORCL USA 0.199776557 B 0.31503063 0.63 0.5263 Organization_Name AB82 - Fusion Cloud Operation - ORCL USA 0.442181289 B 0.28827092 1.53 0.1258 Organization_Name AE34 - Taleo SaaS Ops - ORCL USA 0.290773966 B 0.34320855 0.85 0.3973 Organization_Name AE61 - GIT Unified Communications - ORCL USA 0.496783691 B 0.31652459 1.57 0.1173 Organization_Name AF49 - CRM OD Infra & Hosting Ops - ORCL USA 0.366474124 B 0.29671595 1.24 0.2175 Organization_Name AT13 - Oracle Labs - Dev IT - ORCL USA 0.327318766 B 0.33717694 0.97 0.3322 Organization_Name BA46 - GIT Risk Mgmt Ops - ORCL USA 0.200516979 B 0.30422140 0.66 0.5102 Organization_Name BA48 - GIT Managed Compute Services - ORCL USA 0.209856236 B 0.28291257 0.74 0.4586 Organization_Name BA50 - GIT Support - Employee Field Service - ORCL USA -0.009164767 B 0.25519940 -0.04 0.9714 Organization_Name BA56 - GIT Configuration Management - ORCL USA -0.086441892 B 0.40621813 -0.21 0.8316 Organization_Name BA59 - GIT Supporting Functions - ORCL USA 0.267576617 B 0.34908946 0.77 0.4438 Organization_Name BF67 - MOS Product Suite - ORCL USA 0.391994778 B 0.30053648 1.30 0.1928 Organization_Name BH23 - Customer Service Development - ORCL USA 0.304411753 B 0.33937550 0.90 0.3702 Organization_Name C0H1 - SCM Cloud Operations - ORCL USA 0.399084634 B 0.31553229 1.26 0.2066 Organization_Name CW17 - Apps Usability - ORCL USA 0.428852741 B 0.31878371 1.35 0.1792 Organization_Name DV14 - Engineering IT - ORCL USA 0.497032092 B 0.28674709 1.73 0.0838 Organization_Name L3K1 - Internal Compute - PaaS - ORCL USA 1.155923717 B 0.33867735 3.41 0.0007 Organization_Name M2K1 - Cross Services - SaaS/OCI-Classic PaaS - ORCL USA 0.602955000 B 0.29959877 2.01 0.0448 Organization_Name MK08 - Corp Mktg_Reporting & Systems Global - ORCL USA 0.253894236 B 0.29930629 0.85 0.3968 Organization_Name OD01 - Production Services - ORCL USA 0.276552952 B 0.28965618 0.95 0.3402 Organization_Name OD03 - Provisioning - ORCL USA 0.276939669 B 0.33656719 0.82 0.4111 Organization_Name OD06 - Application Mgmt - Shared - ORCL USA 0.314096865 B 0.28733096 1.09 0.2749 Organization_Name OD09 - Application Mgmt - USFED - ORCL USA 0.379681811 B 0.29993236 1.27 0.2062 Organization_Name OD11 - Command Center - ORCL USA 0.322170167 B 0.29696188 1.08 0.2786 Organization_Name OD15 - MSC Cross Services - ORCL USA 0.370731252 B 0.34164922 1.09 0.2785 Organization_Name OD22 - Application Mgmt - ORCL USA 0.230364861 B 0.31409110 0.73 0.4637

    Draft -- Confidential Attorney Work Product

  • 20

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2017 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name OD23 - Technology COE - ORCL USA 0.379414672 B 0.28964495 1.31 0.1909 Organization_Name OD31 - Infrastructure Services - ORCL USA 0.530545585 B 0.31311026 1.69 0.0909 Organization_Name OD36 - Application Mgmt - Shared - ORCL USA 0.378587296 B 0.29967371 1.26 0.2072 Organization_Name OD45 - Application Mgmt - Dedicated - ORCL USA 0.327586804 B 0.29122968 1.12 0.2613 Organization_Name OD46 - Provisioning - ORCL USA 0.547291071 B 0.36405651 1.50 0.1335 Organization_Name Q7K1 - MCS Inquira - ORCL USA 0.016024088 B 0.33763226 0.05 0.9622 Organization_Name R2K1 - Record To Report - ORCL USA 0.300835730 B 0.33542422 0.90 0.3703 Organization_Name R8M1 - Cross Services - OCI-Classic PaaS - ORCL USA 0.663337584 B 0.28739309 2.31 0.0215 Organization_Name RS67 - OAL - ORCL USA 0.380282531 B 0.28542500 1.33 0.1835 Organization_Name RS70 - Enterprise IT - ORCL USA 0.515471521 B 0.28654705 1.80 0.0727 Organization_Name SL77 - Monitoring - TCOE - ORCL USA 0.270790075 B 0.29272091 0.93 0.3554 Organization_Name X9M1 - Risk Management and Security - ORCL USA 0.250080229 B 0.31976516 0.78 0.4346 Organization_Name Y469 - Recruiting - Shared Services - ORCL USA 0.000000000 B . . . Jobtenureyears 0.006604955 0.00300559 2.20 0.0285 HasPatentBonusEver 0.042953971 0.04308897 1.00 0.3194 acquisition 0.065810939 0.03914125 1.68 0.0934 lateral 0.067584364 0.02680799 2.52 0.0121 LOACurrYear 0.041512726 0.05205344 0.80 0.4256

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Confidential Attorney Work Product

  • 21

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2018 -------------------------------------------------------------

    The GLM Procedure

    Class Level Information

    Class Levels Values

    Job_Title 42 Data Services Support A4-IT Database Administrator 3-IT Database Administrator 4-IT Database Administrator 5-IT IT Business Implementation Analyst 3 IT Business Implementation Analyst 4 IT Business Implementation Analyst 5 IT Director IT Manager IT SVP IT Security Analyst 3 IT Security Analyst 4 IT Security Analyst 5 IT Snr Director IT Snr Manager IT Supervisor IT VP Internal Customer Tech Support 2-IT Internal Customer Tech Support 3-IT Internal Customer Tech Support 4-IT Network/Telecom Systems Analyst 2-IT Network/Telecom Systems Analyst 3-IT Network/Telecom Systems Analyst 4-IT Network/Telecom Systems Analyst 5-IT Programmer Analyst 2-IT Programmer Analyst 3-IT Programmer Analyst 4-IT Programmer Analyst 5-IT Project Manager 2 Project Manager 3 Project Manager 4 Project Manager 5 Project Mgmt Director Project Mgmt Snr Director Project Mgmt Snr Manager System Administrator 2-IT System Administrator 3-IT System Administrator 4-IT System Administrator 5-IT Systems Analyst 2-IT Systems Analyst 4-IT Systems Analyst 5-IT

    Organization_Name 75 00P1 - SaaS & PaaS Hosting & Support - Spare 2 - ORCL USA 0116 - Global Information Security - ORCL USA 0514 - Manufacturing and Distribution - ORCL USA 0537 - Digital Media Technology - ORCL USA 0652 - Corporate Architecture - ORCL USA 0703 - Oracle Credit Corporation - ORCL USA 0735 - REF - Global Real Estate Mgmt - ORCL USA 0759 - General Counsel - ORCL USA 0A82 - HR Information Systems (HRIS) - ORCL USA 0B48 - Global IT Headquarters - ORCL USA 0E77 - Education Center Technical Support - ORCL USA 0FN3 - BI Systems- Infrastructure Standards and Automation - ORCL USA 0H15 - Corporate Development - ORCL USA 0K76 - Corp Mktg_Oracle Conference Centers - ORCL USA 0K89 - Workforce Intelligence - ORCL USA 0L69 - NAS Opportunity Mgmt DPO - ORCL USA 0M17 - Application Mgmt - Shared - ORCL USA 0SU2 - Corp Mktg_Oracle.com - ORCL USA 0UC1 - Infrastructure Services - ORCL USA 0Z80 - Corp Mktg_ Oracle Marketing Ops - ORCL USA 1HK2 - Premium Client Engagement Services - ORCL USA 2DF1 - CIT Network Operations IT - ORCL USA 2GF1 - Cross Services - SaaS/ OCI-Classic - PaaS/IaaS - ORCL USA 3312 - GIT UCC NGCC - ORCL USA 3QP1 - Cloud Engineering - ORCL USA 6NH1 - Responsys Development - ORCL USA 6TP1 - GIT Global Contact Center Anywhere - ORCL USA 75P1 - MCS IT Delivery for OPC - ORCL USA 83M1 - Managed Security Services - ORCL USA 89P1 - Billable Capacity - OCI Apac1 - PaaS - ORCL USA 8BP1 - Linux and VM Sustainment and Development - ORCL USA 8XM1 - G&A - OAL Team - ORCL USA 9BP1 - Cloud@Customer - Apps Mgmt - ORCL USA AB20 - GIT Enterprise Network - ORCL USA AB22 - GIT Employee Compute - ORCL USA AB82 - Fusion Cloud Operation - ORCL USA AD15 - Linux Support Delivery - ORCL USA AE61 - GIT Unified Communications - ORCL USA AT13 - Oracle Labs - Dev IT - ORCL USA BA46 - GIT Risk Mgmt Ops - ORCL USA BA48 - GIT Managed Compute Services - ORCL USA BA50 - GIT Support - Employee Field Service - ORCL USA BA56 - GIT Configuration Management - ORCL USA BA59 - GIT Supporting Functions - ORCL USA BF67 - MOS Product Suite - ORCL USA BG16 - OCI-Classic Development - ORCL USA BH23 - Customer Service Development - ORCL USA CR58 - System Test - ORCL USA CW17 - Apps Usability - ORCL USA DV14 - Engineering IT - ORCL USA E8P1 - GIT Agile Project Management Office - ORCL USA H0H1 - Demo Services and Operations - ORCL USA K5P1 - Responsys Ops excl Infra - ORCL USA L4P1 - Sales On Demand Ops excl Infra - ORCL USA L5P1 - SCM Ops excl Infra - ORCL USA L7P1 - Cross Service SaaS excl Infra - ORCL USA L8P1 - Database PaaS - ORCL USA L9P1 - Middleware PaaS - ORCL USA MK08 - Corp Mktg_Reporting & Systems Global - ORCL USA OD01 - Production Services - ORCL USA OD06 - Application Mgmt - Shared - ORCL USA OD09 - Application Mgmt - USFED - ORCL USA OD11 - Command Center - ORCL USA OD22 - Application Mgmt - ORCL USA OD23 - Technology COE - ORCL USA OD31 - Infrastructure Services - ORCL USA OD36 - Application Mgmt - Shared - ORCL USA OD45 - Application Mgmt - Dedicated - ORCL USA R2K1 - Record To Report - ORCL USA R8K1 - Learning Operations and Administration - ORCL USA R8M1 - Cross Services - OCI-Classic PaaS - ORCL USA RS67 - OAL - ORCL USA RS70 - Enterprise IT - ORCL USA SL77 - Monitoring - TCOE - ORCL USA X9M1 - Risk Management and Security - ORCL USA

    Number of Observations Read 522 Number of Observations Used 521

    Draft -- Confidential Attorney Work Product

  • 22

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2018 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Sum of Source DF Squares Mean Square F Value Pr > F

    Model 125 100.3461275 0.8027690 25.55 F

    female 1 2.03607331 2.03607331 64.81

  • 23

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2018 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Job_Title Network/Telecom Systems Analyst 3-IT -0.30340272 B 0.17116846 -1.77 0.0771 Job_Title Network/Telecom Systems Analyst 4-IT -0.16824819 B 0.14942011 -1.13 0.2608 Job_Title Network/Telecom Systems Analyst 5-IT 0.28963942 B 0.23406842 1.24 0.2167 Job_Title Programmer Analyst 2-IT -0.63087818 B 0.18648828 -3.38 0.0008 Job_Title Programmer Analyst 3-IT -0.37199494 B 0.14118405 -2.63 0.0087 Job_Title Programmer Analyst 4-IT -0.20104022 B 0.13367910 -1.50 0.1334 Job_Title Programmer Analyst 5-IT -0.02935104 B 0.13533594 -0.22 0.8284 Job_Title Project Manager 2 -0.67580257 B 0.18007687 -3.75 0.0002 Job_Title Project Manager 3 -0.47489160 B 0.16872047 -2.81 0.0051 Job_Title Project Manager 4 -0.18379140 B 0.14705802 -1.25 0.2121 Job_Title Project Manager 5 0.12896371 B 0.15489902 0.83 0.4056 Job_Title Project Mgmt Director -0.08780179 B 0.31557199 -0.28 0.7810 Job_Title Project Mgmt Snr Director 0.33533499 B 0.22199669 1.51 0.1317 Job_Title Project Mgmt Snr Manager 0.07146767 B 0.17077182 0.42 0.6758 Job_Title System Administrator 2-IT -0.89525235 B 0.15517373 -5.77

  • 24

    OHS006626 OFCCP v Oracle America RE Model: total compensation, female vs. male; by job function & year

    ------------------------------------------------------------- Job_Function=INFTECH year=2018 -------------------------------------------------------------

    The GLM Procedure

    Dependent Variable: lRE_totalcomp

    Standard Parameter Estimate Error t Value Pr > |t|

    Organization_Name K5P1 - Responsys Ops excl Infra - ORCL USA 0.19777491 B 0.21382328 0.92 0.3556 Organization_Name L4P1 - Sales On Demand Ops excl Infra - ORCL USA -0.10962531 B 0.23337687 -0.47 0.6388 Organization_Name L5P1 - SCM Ops excl Infra - ORCL USA -0.15029452 B 0.26537215 -0.57 0.5715 Organization_Name L7P1 - Cross Service SaaS excl Infra - ORCL USA 0.10014259 B 0.20237345 0.49 0.6210 Organization_Name L8P1 - Database PaaS - ORCL USA 0.23064694 B 0.26650747 0.87 0.3873 Organization_Name L9P1 - Middleware PaaS - ORCL USA 0.31062440 B 0.22177258 1.40 0.1621 Organization_Name MK08 - Corp Mktg_Reporting & Systems Global - ORCL USA -0.18499155 B 0.21713158 -0.85 0.3947 Organization_Name OD01 - Production Services - ORCL USA -0.08145800 B 0.20510742 -0.40 0.6915 Organization_Name OD06 - Application Mgmt - Shared - ORCL USA -0.08731542 B 0.20024292 -0.44 0.6630 Organization_Name OD09 - Application Mgmt - USFED - ORCL USA 0.00158696 B 0.21671295 0.01 0.9942 Organization_Name OD11 - Command Center - ORCL USA -0.02754449 B 0.21684135 -0.13 0.8990 Organization_Name OD22 - Application Mgmt - ORCL USA -0.00930546 B 0.26818568 -0.03 0.9723 Organization_Name OD23 - Technology COE - ORCL USA 0.08255079 B 0.20800533 0.40 0.6917 Organization_Name OD31 - Infrastructure Services - ORCL USA 0.07175454 B 0.23330293 0.31 0.7586 Organization_Name OD36 - Application Mgmt - Shared - ORCL USA -0.19833312 B 0.21548142 -0.92 0.3579 Organization_Name OD45 - Application Mgmt - Dedicated - ORCL USA -0.03965648 B 0.20978919 -0.19 0.8502 Organization_Name R2K1 - Record To Report - ORCL USA 0.06590128 B 0.29533023 0.22 0.8235 Organization_Name R8K1 - Learning Operations and Administration - ORCL USA 0.12675110 B 0.27971291 0.45 0.6507 Organization_Name R8M1 - Cross Services - OCI-Classic PaaS - ORCL USA 0.22565044 B 0.20462048 1.10 0.2708 Organization_Name RS67 - OAL - ORCL USA -0.01131906 B 0.19593747 -0.06 0.9540 Organization_Name RS70 - Enterprise IT - ORCL USA 0.12392069 B 0.19475658 0.64 0.5250 Organization_Name SL77 - Monitoring - TCOE - ORCL USA -0.17495987 B 0.23522577 -0.74 0.4574 Organization_Name X9M1 - Risk Management and Security - ORCL USA 0.00000000 B . . . Jobtenureyears 0.00755699 0.00302965 2.49 0.0130 HasPatentBonusEver -0.00594526 0.04339194 -0.14 0.8911 acquisition 0.07479443 0.04046485 1.85 0.0653 lateral 0.08527090 0.02911292 2.93 0.0036 LOACurrYear 0.06472914 0.05262796 1.23 0.2195

    NOTE: The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable.

    Draft -- Con


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