DOGS-IT.org
Job Ad Skill Analysis: April - June 2007
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General Info

This page contains the analysis of the data collected from April through June of 2007.



For more information regarding this application, to suggest additional skills or certifications to be included in the analysis, or to collaborate on research utilizing this data, contact Andrew Aken at ajaken@dogs-it.com

To reference information from this site, please use the following citation:
    Aken, A.J. (2008). Job Ad Skill Analysis: April - June 2007: DOGS-IT.org. Retrieved <today's date>, from http://www.dogs-it.org/data

Cluster Groups

Distribution of Jobs by Cluster Group

Cluster Group Composition

Clusters

Cluster Frequencies

Open-source Web Application Developers MS Web Application Project Analysts MS Web Developers Web Programmers System-level C/C++ Programmers Java Database Web Developers MS Visual Basic Database Application Developers MS Database Application Developers Microsoft Developers Java Database Application Developers Network Administrators Database Administrators Oper-source Developers Java Programmers C/C++ Programmers Database Developers System Administrators Project Analysts / Managers Security Specialists IT Managers

Cluster (Job Type) Skill Composition & Frequencies

Cluster name Web Programmers
Members 6,187
Cluster number 18
HTML / XHTML / DHTML 86.10%
JavaScript 82.80%
XML 50.10%
Java / J2EE / J2P 49.20%
AJAX 35.20%
Programming 32.20%
Web-based Application Development 21.80%
Software Development 20.30%
Marketing 19.60%
C/C++ 19.10%
JavaServer Pages 18.50%
SQL 18.20%
UserInterface Design 17.40%
Microsoft operating systems 16.10%
Object-Oriented Programming 16.10%
ASP 15.70%
Security 15.50%
Dreamweaver 13.30%
PHP 13.20%
Business Strategy 11.20%
UNIX operating systems 10.60%



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Cluster name MS Web Developers
Members 4,297
Cluster number 10
HTML / XHTML / DHTML 91.00%
C/C++ 90.00%
ASP 89.30%
SQL 85.20%
C# 80.90%
JavaScript 80.70%
XML 66.80%
NET 65.60%
Microsoft databases 50.60%
Visual Basic 43.10%
Programming 34.00%
Microsoft operating systems 31.20%
Web servers 26.00%
Web-based Application Development 25.90%
Security 25.80%
Software Development 25.20%
AJAX 23.60%
Java / J2EE / J2P 22.90%
Object-Oriented Programming 19.90%
Visual Studio 19.20%
Generic databases 17.80%
Oracle databases 15.30%
Marketing 12.40%



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Cluster name Microsoft Web Application Project Analysts
Members 3,843
Cluster number 1
C/C++ 96.50%
SQL 95.70%
C# 87.00%
NET 83.30%
Programming 80.80%
ASP 76.80%
XML 75.60%
Microsoft databases 71.50%
Visual Basic 66.10%
Object-Oriented Programming 65.70%
Microsoft operating systems 58.50%
Software Development 58.20%
Java / J2EE / J2P 55.00%
HTML / XHTML / DHTML 47.50%
Oracle databases 45.50%
Security 35.00%
JavaScript 31.50%
Visual Studio 29.70%
SDLC 28.00%
Web servers 26.80%
Project Management / Planning / Budgeting / Scheduling 26.80%
Generic databases 25.60%
Leadership 19.00%
Unified Modeling Language 18.80%
Web-based Application Development 17.70%
UNIX operating systems 17.50%
Certification 15.90%
General Problem Solving 12.00%
Agile Development Methods 11.90%
Business Strategy 10.90%
Initiative / Motivation to work 10.90%
Dreamweaver 10.30%
JavaServer Pages 10.30%



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Cluster name Java Database Web Developers
Members 6,766
Cluster number 7
Java / J2EE / J2P 97.70%
SQL 84.90%
XML 81.60%
JavaServer Pages 72.90%
HTML / XHTML / DHTML 68.80%
Oracle databases 67.50%
Object-Oriented Programming 52.70%
Software Development 51.50%
JavaScript 50.60%
Programming 44.80%
Generic databases 42.40%
Database programming 31.80%
UNIX operating systems 30.10%
Security 28.10%
Microsoft operating systems 22.60%
SDLC 22.10%
C/C++ 21.70%
Microsoft databases 20.00%
Web servers 19.50%
Unified Modeling Language 19.50%
Leadership 16.40%
Open-source operating systems 16.40%
AJAX 15.50%
Web-based Application Development 14.50%
IBM databases 12.00%
Sun operating systems 11.60%
Certification 11.10%
General Problem Solving 10.70%
Project Management / Planning / Budgeting / Scheduling 10.60%
Perl 10.20%



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Cluster name Open-source Web Application Developers
Members 3,185
Cluster number 12
PHP 77.10%
Open-source operating systems 75.20%
Perl 72.30%
HTML / XHTML / DHTML 65.70%
UNIX operating systems 62.80%
Open-source databases 62.30%
Programming 58.00%
Web servers 56.60%
JavaScript 53.80%
C/C++ 52.20%
Java / J2EE / J2P 51.90%
SQL 49.60%
XML 46.70%
Microsoft operating systems 28.60%
AJAX 28.30%
Object-Oriented Programming 26.70%
Security 23.80%
Generic databases 23.60%
Oracle databases 22.80%
Software Development 21.60%
Web-based Application Development 21.00%
TCPIP 14.80%
Marketing 12.00%
JavaServer Pages 11.80%
Microsoft databases 10.50%
ASP 10.50%
Dreamweaver 10.20%



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Cluster name Java Programmers
Members 12,380
Cluster number 6
Java / J2EE / J2P 99.00%
Software Development 37.30%
Object-Oriented Programming 31.70%
C/C++ 31.00%
Security 27.70%
XML 25.90%
Programming 23.90%
Oracle databases 22.90%
SQL 22.40%
Leadership 16.70%
NET 12.90%
Unified Modeling Language 12.10%
SDLC 11.90%
Business Strategy 11.80%
Project Management / Planning / Budgeting / Scheduling 11.80%
Generic databases 11.30%
JavaServer Pages 10.40%



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Cluster name Microsoft Developers
Members 7,018
Cluster number 11
C/C++ 97.20%
C# 93.90%
NET 61.60%
Software Development 49.10%
Microsoft operating systems 45.50%
Programming 43.90%
Java / J2EE / J2P 32.30%
Object-Oriented Programming 31.50%
Security 24.70%
XML 19.20%
Visual Basic 18.00%
SQL 16.20%
Visual Studio 15.70%
ASP 13.80%
Leadership 13.00%
Business Strategy 12.00%



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Cluster name Open-Source Developer
Members 8,258
Cluster number 5
Open-source operating systems 99.80%
C/C++ 74.40%
Programming 56.00%
Java / J2EE / J2P 46.30%
UNIX operating systems 44.00%
Software Development 30.60%
XML 24.90%
Business Strategy 21.10%
Security 19.80%
Microsoft operating systems 18.40%
Object-Oriented Programming 16.70%
Voice/Data Telecom 16.10%
Leadership 15.50%
Perl 13.40%
TCPIP 12.50%



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Cluster name C/C++ Programmers
Members 12,919
Cluster number 20
Programming 85.30%
C/C++ 74.70%
Software Development 34.40%
Object-Oriented Programming 20.50%
Security 18.40%
Leadership 11.80%
UNIX operating systems 11.60%
Java / J2EE / J2P 11.00%
Microsoft operating systems 10.00%



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Cluster name System-level C/C++ Programmers
Members 6,485
Cluster number 15
C/C++ 89.50%
Microsoft operating systems 81.70%
Programming 80.60%
UNIX operating systems 79.60%
Java / J2EE / J2P 62.00%
Perl 48.30%
Software Development 48.20%
Open-source operating systems 42.40%
Security 38.80%
Object-Oriented Programming 26.80%
TCPIP 23.80%
SQL 19.20%
HTML / XHTML / DHTML 15.30%
XML 14.60%
Sun operating systems 13.60%
Leadership 13.20%
Generic databases 12.00%
Visual Basic 11.90%
Project Management / Planning / Budgeting / Scheduling 11.60%
Voice/Data Telecom 11.60%
General Problem Solving 10.90%



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Cluster name Database Developers
Members 14,580
Cluster number 3
SQL 99.00%
Oracle databases 39.00%
Generic databases 38.10%
Microsoft databases 37.00%
Programming 28.00%
Security 19.60%
Data Warehousing 19.00%
Finance 18.20%
Project Management / Planning / Budgeting / Scheduling 16.40%
Database Administration 15.40%
Marketing 14.70%
Accounting 14.00%
Business Strategy 14.00%
Software Development 13.40%
Microsoft operating systems 13.00%
Enterprise Resource Planning 12.80%
Leadership 12.70%
Systems Analysis 12.30%
Business Intelligence 11.30%
C/C++ 10.90%
Integrity / Honesty / Ethics 10.70%



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Cluster name Java Database Application Developers
Members 7,210
Cluster number 16
Java / J2EE / J2P 91.40%
Oracle databases 87.60%
SQL 84.20%
UNIX operating systems 81.90%
C/C++ 60.30%
Open-source operating systems 51.70%
Programming 50.70%
Microsoft operating systems 47.70%
XML 47.50%
Perl 39.60%
Generic databases 39.50%
Sun operating systems 32.00%
Security 30.40%
Web servers 26.50%
Software Development 25.90%
Microsoft databases 24.40%
Object-Oriented Programming 22.10%
HTML / XHTML / DHTML 20.50%
Database programming 14.40%
IBM databases 14.20%
Leadership 14.00%
Business Strategy 11.90%
JavaServer Pages 11.60%
Visual Basic 11.20%
Unified Modeling Language 11.20%
Certification 10.60%
SDLC 10.30%



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Cluster name Microsoft Visual Basic Database Application Developers
Members 6,849
Cluster number 9
SQL 97.20%
Visual Basic 78.10%
Microsoft databases 71.90%
Programming 52.30%
ASP 48.00%
NET 42.40%
Microsoft operating systems 35.10%
Security 29.20%
Generic databases 27.50%
HTML / XHTML / DHTML 26.20%
Oracle databases 22.00%
Software Development 21.00%
Java / J2EE / J2P 18.70%
XML 18.50%
Project Management / Planning / Budgeting / Scheduling 16.70%
JavaScript 16.10%
Certification 14.20%
C/C++ 13.70%
Web servers 12.70%
Object-Oriented Programming 12.00%
Finance 11.20%
Marketing 10.80%
Accounting 10.70%
Responsibility 10.40%
Leadership 10.30%
Visual Studio 10.20%
Database Administration 10.00%



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Cluster name Microsoft Database Application Developers
Members 6,975
Cluster number 13
SQL 98.60%
C/C++ 98.00%
C# 95.50%
Microsoft databases 75.00%
NET 72.70%
ASP 48.90%
Visual Basic 40.20%
Programming 37.20%
Microsoft operating systems 29.80%
Generic databases 26.80%
Software Development 26.50%
Object-Oriented Programming 25.30%
XML 24.30%
Security 24.10%
Oracle databases 22.60%
Visual Studio 19.40%
Java / J2EE / J2P 19.20%
Leadership 11.90%
Certification 11.30%



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Cluster name IT Managers
Members 26,656
Cluster number 4
Leadership 40.90%
Business Strategy 39.20%
Finance 32.00%
Business Process Design / Reengineering 24.80%
Accounting 24.20%
Marketing 23.60%
C/C++ 23.00%
Enterprise Resource Planning 19.80%
Certification 18.30%
Voice/Data Telecom 14.40%
CASE Tools 13.20%
Supply Chain Management 13.20%
Responsibility 12.80%
Contracting and legal 9.50%



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Cluster name System Administrators
Members 15,248
Cluster number 8
Microsoft operating systems 99.90%
Security 48.00%
Certification 29.30%
UNIX operating systems 18.20%
C/C++ 18.10%
TCPIP 16.40%
Voice/Data Telecom 16.30%
Project Management / Planning / Budgeting / Scheduling 15.60%
Cisco 13.90%
Leadership 13.10%
Marketing 12.70%
SQL 12.60%
Programming 10.20%
Business Strategy 10.10%



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Cluster name Network Administrators
Members 7,982
Cluster number 14
Open-source operating systems 82.30%
UNIX operating systems 78.60%
Sun operating systems 66.10%
Microsoft operating systems 62.10%
Security 48.00%
IBM operating systems 28.20%
TCPIP 23.40%
C/C++ 22.40%
Perl 19.70%
Certification 18.90%
Cisco 15.30%
Leadership 14.30%
Oracle databases 14.20%
Voice/Data Telecom 13.60%
Web servers 12.80%
Project Management / Planning / Budgeting / Scheduling 12.30%
Business Strategy 10.10%
Programming 9.70%



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Cluster name Database Administrators
Members 8,062
Cluster number 2
Oracle databases 91.50%
UNIX operating systems 80.70%
SQL 73.40%
Security 54.00%
Generic databases 53.10%
Database Administration 45.00%
Microsoft operating systems 42.20%
Enterprise Resource Planning 27.00%
Microsoft databases 24.60%
Programming 24.10%
Certification 23.60%
Project Management / Planning / Budgeting / Scheduling 18.50%
Data Warehousing 17.30%
Business Strategy 17.20%
Open-source operating systems 16.20%
Leadership 16.00%
Sun operating systems 15.70%
IBM databases 15.10%
Integrity / Honesty / Ethics 14.80%
IBM operating systems 14.20%
Accounting 13.80%
C/C++ 12.80%
Finance 11.10%
Software Development 10.40%
Responsibility 10.30%
Perl 9.70%



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Cluster name Security Specialists
Members 22,813
Cluster number 19
Security 100.00%
Certification 31.30%
Accounting 24.90%
Leadership 24.50%
Finance 22.90%
Business Strategy 22.80%
Voice/Data Telecom 16.20%
C/C++ 16.20%
Project Management / Planning / Budgeting / Scheduling 16.10%
Enterprise Resource Planning 14.10%
Contracting and legal 13.80%
Integrity / Honesty / Ethics 12.30%
Cisco 10.80%
Marketing 10.70%
Responsibility 10.50%



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Cluster name Project Analysts / Managers
Members 21,942
Cluster number 17
Project Management / Planning / Budgeting / Scheduling 100.00%
Leadership 56.10%
Business Strategy 42.70%
Finance 25.60%
Certification 25.00%
Marketing 19.50%
Enterprise Resource Planning 19.40%
Accounting 18.30%
Responsibility 16.60%
C/C++ 15.90%
Security 15.40%
CASE Tools 14.50%
Business Process Design / Reengineering 14.20%
Software Development 13.70%
Contracting and legal 13.20%
Integrity / Honesty / Ethics 10.90%
Change Management 10.20%

Web Programmers | MS Web Developers | Microsoft Web Application Project Analysts | Java Database Web Developers | Open-source Web Application Developers | Java Programmers | Microsoft Developers | Open-Source Developer | C/C++ Programmers | System-level C/C++ Programmers | Database Developers | Java Database Application Developers | Microsoft VB Database Application Developers | Microsoft Database Application Developers | IT Managers | System Administrators | Network Administrators | Database Administrators | Security Specialists | Project Analysts / Managers

Skills

Skills

Skill Count Frequency
Security 84,696 33.29%
C/C++ 72,973 28.69%
SQL 70,123 27.57%
Programming 66,348 26.08%
Microsoft operating systems 58,965 23.18%
Java / J2EE / J2P 53,659 21.09%
Leadership 51,139 20.10%
Project Management / Planning / Budgeting / Scheduling 47,970 18.86%
Software Development 45,812 18.01%
Oracle databases 43,735 17.19%
UNIX operating systems 43,622 17.15%
Business Strategy 43,400 17.06%
certification 37,846 14.88%
Finance 35,560 13.98%
XML 34,482 13.56%
Generic databases 34,160 13.43%
HTML / XHTML / DHTML 32,569 12.80%
Open-source operating systems 31,787 12.50%
Marketing 31,731 12.47%
JavaScript 30,769 12.10%
Accounting 29,775 11.70%
Microsoft databases 28,918 11.37%
Object Oriented Programming 28,377 11.16%
NET 26,835 10.55%
Voice / Data Telecom 24,802 9.75%
Enterprise Resource Planning 24,735 9.72%
ASP 23,015 9.05%
C# 22,696 8.92%
Contracting and legal 22,366 8.79%
Responsibility 22,014 8.65%
Visual Basic 21,820 8.58%
Perl 18,614 7.32%
Integrity / Honesty / Ethics 17,736 6.97%
General Problem Solving 17,046 6.70%
Web servers 15,842 6.23%
SDLC 15,475 6.08%
Initiative / Motivation to work 15,322 6.02%
AJAX 14,732 5.79%
Sun operating systems 14,403 5.66%
Database Administration 14,139 5.56%
Dreamweaver 13,871 5.45%
TCP / IP 13,712 5.39%
CASE Tools 13,581 5.34%
Systems Analysis 13,537 5.32%
Business Process Design / Re-engineering 12,972 5.10%
Attention to Details 11,281 4.43%
JavaServer Pages 11,050 4.34%
Web-based Application Development 10,533 4.14%
Teamwork 10,071 3.96%
Data Warehousing 10,054 3.95%
Cisco 9,909 3.90%
Written Communications 9,789 3.85%
Customer Relationship Management 8,997 3.54%
Unified Modeling Language 8,873 3.49%
Business Intelligence 8,498 3.34%
IBM databases 8,224 3.23%
Change Management 7,501 2.95%
Time Management 7,493 2.95%
Supply Chain Management 7,089 2.79%
Risk Management 6,945 2.73%
Visual Studio 6,894 2.71%
Database programming 6,787 2.67%
IBM operating systems 6,452 2.54%
PHP 6,442 2.53%
Open-source databases 6,165 2.42%
Client-Server 5,916 2.33%
Agile Development Methods 5,842 2.30%
Outsourcing Management 5,570 2.19%
User-Interface Design 5,551 2.18%
Assembly 5,402 2.12%
Creativity 4,927 1.94%
Python 4,777 1.88%
Apple operating systems 4,269 1.68%
Change Verification System 4,118 1.62%
Eclipse 3,835 1.51%
Ability to Learn 3,722 1.46%
Mainframe operating systems 3,510 1.38%
System Testing 3,335 1.31%
Online Analytical Processing 2,914 1.15%
Cobol 2,864 1.13%
Systems Design 2,849 1.12%
Electronic Data Interchange 2,766 1.09%
Data Mining 2,657 1.04%
Network administration 2,454 0.96%
Negotiation Skills 2,420 0.95%
ColdFusion 2,213 0.87%
IT Architecture / Standards 2,094 0.82%
TCL 1,835 0.72%
Critical thinking 1,827 0.72%
CGI 1,747 0.69%
JavaServer Faces 1,641 0.65%
Oral Communications 1,503 0.59%
web programmer 1,366 0.54%
Conflict Resolution 1,227 0.48%
Ada 1,088 0.43%
Working Globally 1,071 0.42%
Forth 802 0.32%
Business Continuity Planning 747 0.29%
4GL 719 0.28%
DSS / GDSS 713 0.28%
Working with Virtual Teams 589 0.23%
LAMP 589 0.23%
Fortran 522 0.21%
FrontPage 517 0.20%
Pascal 364 0.14%
Self-management 349 0.14%
Research skills 316 0.12%
Content Manager 303 0.12%
Sharepoint Server 265 0.10%
Transaction Processing Systems 243 0.10%
PL/1 174 0.07%
Lisp 154 0.06%
Working under pressure 148 0.06%
Interpersonal Relationships 101 0.04%
Smalltalk 90 0.04%
Prolog 47 0.02%
Project Integration 36 0.01%
Questioning skills 13 0.01%
Eiffel 5 0.00%
User Relationship Management 2 0.00%
Self-esteem 1 0.00%
Applying IT to Business Problems 0 0.00%
Modula-2 0 0.00%
Simula 0 0.00%

Certifications

Certifications found within Job Ads

Certificate Name Count Frequency
Microsoft Certified Systems Engineer (MCSE) 7695 1.935%
Certified Public Accountant (CPA) 7528 1.893%
Certified Information Systems Security Professiona... 6368 1.602%
Certified Information Systems Auditor (CISA) 5524 1.389%
Enterasys Security Specialist 4429 1.114%
Cisco Certified Internetwork Expert (CCIE) 4236 1.065%
HDI's Help Desk Analyst 4126 1.038%
Cisco Certified Network Associate (CCNA) 4120 1.036%
Accredited Symbian Developer 3415 0.859%
Cisco Certified Network Professional (CCNP) 3109 0.782%
Certified Internal Auditor (CIA) 2349 0.591%
CompTIA A+ Certification (A+) 2227 0.560%
Microsoft Certified Professional (MCP) 2198 0.553%
STI Knowledge's Certified Instructor 2021 0.508%
Enterasys Specialist 1835 0.462%
Certified Information Security Manager (CISM) 1646 0.414%
Microsoft Certified Solution Developer (MCSD) 1607 0.404%
Microsoft Certified Systems Administrator (MCSA) 1346 0.339%
Global Information Assurance Certification (GIAC) 1293 0.325%
WildPackets' Protocol Analyzer Specialist 1060 0.267%
Cisco Certified Design Professional (CCDP) 1059 0.266%
NARTE Certified Engineer - Wireless Systems Instal... 987 0.248%
Microsoft Certified Database Administrator (MCDBA) 960 0.241%
Microsoft Certified Application Developer 902 0.227%
Avaya Certified Specialist 893 0.225%
Certified Business Continuity Professional (CBCP) 876 0.220%
HP Accredited Integration Specialist 786 0.198%
Certified Protection Professional (CPP) 780 0.196%
Certified Information Technology Professional (CIT) 724 0.182%
Oracle9i Database Administrator 697 0.175%
Novell Certified Novell Engineer 597 0.150%
Cisco Certified Security Professional (CCSP) 566 0.142%
Certified Management Accountant (CMA) 557 0.140%
Hyperion Certified Instructor 537 0.135%
CompTIA Network+ Certification (NETWORK+) 524 0.132%
ETA Computer Service Technician 426 0.107%
Associate Business Continuity Professional (ABCP) 399 0.100%
Microsoft Office Specialist (MOS) 399 0.100%
Novell Certified Novell Administrator 392 0.099%
SANS Institute's GIAC Security Essentials Certification 382 0.096%
SSPA's Certified Support Manager 374 0.094%
Symantec Product Specialist (SPS) 361 0.091%
Red Hat Certified Engineer 355 0.089%
Master Business Continuity Professional (MBCP) 340 0.086%
Certified Fraud Examiner (CFE) 336 0.085%
Cisco Certified Design Associate (CCDA) 322 0.081%
HP Accredited Platform Specialist 320 0.080%
Cisco Certified Voice Professional (CCVP) 306 0.077%
ETA Certified Web Specialist 233 0.059%
Systems Security Certified Practitioner (SSCP) 228 0.057%
QAI's Certified Software Test Engineer 224 0.056%
Check Point Certified Security Expert 216 0.054%
Aprisma's Spectrum Solutions Engineer 211 0.053%
Microsoft Certified Professional Developer (MCPD) 199 0.050%
QAI's Certified Software Quality Analyst 188 0.047%
CompTIA Security+ Certification (SECURITY+) 187 0.047%
HDI's Help Desk Manager 175 0.044%
Sniffer Certified Expert 172 0.043%
Certification In Control Self-Assessment (CCSA) 166 0.042%
PMI's Project Management Professional Certification 164 0.041%
Citrix Certified Instructor 156 0.039%
Sniffer Certified Professional 155 0.039%
SANS Institute's GIAC Certified Incident Handler 153 0.038%
Microsoft Certified Desktop Support Technician (MCDST) 145 0.036%
IBM's Lotus Certified Lotus Professional 144 0.036%
Red Hat Certified Technician 133 0.033%
SANS Institute's GIAC Certified Windows Security Analyst 130 0.033%
Citrix Certified Enterprise Administrator 126 0.032%
SANS Institute's GIAC Certified Firewall Analyst 125 0.031%
PMI's Certified Associate in Project Management 123 0.031%
Advanced Information Security Certification (AISC) 115 0.029%
Certified Ethical Hacker (CEH) 110 0.028%
SANS Institute's GIAC Certified Forensic Analyst 105 0.026%
Hyperion Certified Associate 103 0.026%
Microsoft Certified Trainer (MCT) 103 0.026%
Information Systems Security Architecture Professional 103 0.026%
Information Systems Security Management Professional 103 0.026%
SANS Institute's GIAC Certified Security Engineer 101 0.025%
Symantec Technology Architect (STA) 101 0.025%
Novell Certified Novell Instructor 99 0.025%
CompTIA CDIA+ Certification (CDIA+) 99 0.025%
Hyperion Certified Professional 94 0.024%
Marconi Product Installation Professional 93 0.023%
ASQ's Certified Software Quality Engineer 88 0.022%
Certified Computing Professional (CCP) 87 0.022%
SANS Institute's GIAC Certified Intrusion Analyst 87 0.022%
CAI's Certified Unicenter Engineer 85 0.021%
IBM Certified 78 0.020%
Novell Certified Directory Engineer 73 0.018%
SANS Institute's GIAC Certified Unix Security Administrator 62 0.016%
Extreme Networks Specialist 60 0.015%
Cisco Certified Internetwork Professional (CCIP) 59 0.015%
ICECC's Certified eCommerce Consultant 59 0.015%
Extreme Networks Associate 58 0.015%
HDI's Customer Support Specialist 57 0.014%
Apple Certified System Administrator (ACSA) 57 0.014%
Cognos BI Architect 56 0.014%
CAI's Certified Unicenter Administrator 51 0.013%
Associate Computing Professional (ACP) 50 0.013%
Registered Communication Distribution Designer 48 0.012%
CompTIA I-Net Certification (I-NET) 47 0.012%
Juniper Networks Internet Expert (JNCIE) 45 0.011%
Certified Wireless Network Administrator (CWNA) 42 0.011%
Juniper Networks Internet Specialist (JNCIS) 42 0.011%
Citrix Certified Administrator 41 0.010%
Juniper Networks Certified Internet Associate (JNCIA) 38 0.010%
Novell Authorized Instructor 37 0.009%
SANS Institute's GIAC Systems and Network Auditor 36 0.009%
SCP's Security Certified Network Architect 36 0.009%
SCP's Security Certified Network Professional 36 0.009%
Certified Wireless Security Professional (CWSP) 32 0.008%
ICM's Configuration Management II 31 0.008%
Citrix Administration 31 0.008%
Citrix Certified Integration Architect 31 0.008%
CompTIA i-Net+ 30 0.008%
Avaya Certified Associate 29 0.007%
Certified Wireless Network Expert (CWNE) 28 0.007%
SANS Institute's GIAC Security Leadership Certificate 28 0.007%
CompTIA Server+ Certification (SERVER+) 26 0.007%
IBM Certified Application Developer 26 0.007%
Cisco Optical Specialist 24 0.006%
CompTIA Project+ Certification (PROJECT+) 22 0.006%
DSDM Consortium's Dynamic Systems Development Meth 22 0.006%
Borland Product Certification 21 0.005%
SSPA's Certified Support Specialist 19 0.005%
Control Self-Assessment (CSA) 18 0.005%
Certified Hummingbird Professional 17 0.004%
Certified Wireless Network Professional (CWNP) 17 0.004%
Sun Certified Web Component Developer for J2EE Platform 17 0.004%
Certified Software Development Professional 16 0.004%
Siebel Certified Consultant 15 0.004%
Microsoft Certified Professional + Internet (MCP+I) 15 0.004%
Novell Master CNE 14 0.004%
Oracle 8i Certified Professional Database Administrator 14 0.004%
Certified Wireless Analysis Professional (CWAP) 14 0.004%
TruSecure ICSA Certified Security Associate 12 0.003%
NACSE Certified WebMaster 12 0.003%
Internet & Computing Core Certification - IC³ 12 0.003%
Sair Linux/GNU Certified Engineer 11 0.003%
Brocade Certified Fabric Professional 11 0.003%
Sysoft's Certified eBusiness Webmaster 11 0.003%
CompTIA Linux+ Certification (LINUX+) 11 0.003%
Cisco Internet Solutions Specialist 10 0.003%
Anti-Hacking Certification (AHC) 10 0.003%
IBM Certified System Administrator 10 0.003%
SANS Institute's GIAC Information Security Officer 9 0.002%
IT Architect Certification 8 0.002%
Sair Linux/GNU Certified Professional 8 0.002%
Computer Hacking Forensic Investigator (CHFI) 7 0.002%
NACSE Network Technician 7 0.002%
Symantec Certified Security Engineer (SCSE) 7 0.002%
IBM Certified Advanced Database Administrator 6 0.002%
IBM Certified Database Administrator 6 0.002%
Sair Linux/GNU Certified Instructor 5 0.001%
Microsoft Certified Professional + Site Builder (MCP+SB) 5 0.001%
IBM Certified Advanced Deployment Professional 5 0.001%
Apple Certified Desktop Technician (ACDT) 4 0.001%
STI Knowledge's Certified Help Desk Professional 4 0.001%
Sun Certified Enterprise Architect for J2EE Tech 4 0.001%
Sun Certified System Administrator for Solaris 4 0.001%
Nokia Security Administrator 4 0.001%
IBM Certified Systems Expert 4 0.001%
HP Accredited Systems Engineer 3 0.001%
Cisco Content Networking Specialist 3 0.001%
Apple Certified Technical Coordinator (ACTC) 3 0.001%
Cisco Security Specialist 3 0.001%
IBM Certified Solution Designer 3 0.001%
HP Certified Systems Administrator 2 0.001%
HP Master Accredited Systems Engineer 2 0.001%
Sun Certified Network Administrator for Solaris 2 0.001%
Internet Security Systems-Certified Specialist 2 0.001%
Prosoft's Certified in Convergent Network Technology 2 0.001%
Check Point Certified Managed Service Expert 2 0.001%
IBM Certified Solution Developer 2 0.001%
Nortel Certified Design Specialist 1 0.000%
SSPA's Certified Support Professional 1 0.000%
Adaptec Certified Storage Professional 1 0.000%
Nortel Certified Support Specialist 1 0.000%
Adobe Certified Expert 1 0.000%
Siebel Certified Business Analyst 1 0.000%
Sniffer Certified Master 1 0.000%
Professional In Critical Infrastructure Protection 1 0.000%
Apple Certified Portable Technician (ACPT) 1 0.000%
STI Knowledge's Certified Help Desk Manager 1 0.000%
Sun Certified Engineer for Sun ONE Directory Server 1 0.000%
Licensed Penetration Tester (LPT) 1 0.000%
NACSE Telecom Network Technician 1 0.000%
SAS Certified Professional 1 0.000%
NACSE Telecom Technician Level 1 1 0.000%
NACSE Telecom Technician Level 2 1 0.000%
NACSE Web Technician 1 0.000%
LPI Certification Level 1 1 0.000%
IBM Certified Solutions Expert 1 0.000%
Extreme Networks Engineer 1 0.000%
LPI Certification Level 2 1 0.000%
Teradata Certified Professional 1 0.000%