Period
to 20 August 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Zachman Framework skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Zachman Framework over the 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

Zachman Framework
UK
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 736 712 682
Rank change year-on-year -24 -30 +3
Permanent jobs citing Zachman Framework 464 526 691
As % of all permanent IT jobs advertised in the UK 0.27% 0.30% 0.35%
As % of the Processes & Methodologies category 0.30% 0.33% 0.39%
Number of salaries quoted 325 368 467
UK median annual salary £77,500 £75,000 £77,500
Median salary % change year-on-year +3.33% -3.23% +10.71%
10th Percentile £51,936 £50,204 £55,000
90th Percentile £95,000 £95,000 £95,000
UK excluding London median annual salary £75,000 £67,500 £65,000
% change year-on-year +11.11% +3.85% -

Zachman Framework is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 153,965 161,029 179,081
As % of all permanent IT jobs advertised in the UK 91.10% 91.53% 90.83%
Number of salaries quoted 122,609 128,176 149,466
UK median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £29,000 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +0.71%

Zachman Framework
Job Vacancy Trend

Job postings citing Zachman Framework as a percentage of all IT jobs advertised.

Job vacancy trend for Zachman Framework in the UK

Zachman Framework
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Zachman Framework.

Salary trend for Zachman Framework in the UK

Zachman Framework
Salary Histogram

The salary distribution of IT jobs citing Zachman Framework over the 6 months to 20 August 2018.

Salary histogram for Zachman Framework in the UK

Zachman Framework
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Zachman Framework within the UK over the 6 months to 20 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +13 444 £77,500 +3.33% 32
UK excluding London +74 276 £75,000 +11.11% 20
London -39 185 £78,250 +0.97% 14
South East +62 89 £75,000 +20.00% 8
Midlands +55 72 £85,000 +23.23% 4
North of England +18 56 £55,000 -21.43%
West Midlands +35 45 £75,000 +8.74% 1
North West +32 36 £52,500 -19.23%
East Midlands +6 27 £90,000 +33.33% 3
East of England +27 25 £95,000 +38.18% 4
Yorkshire +15 17 £70,000 -3.45%
Scotland 0 17 £42,000 -40.00% 2
South West -24 17 £70,000 +3.70% 2
North East -18 3 £55,000 -

For the 6 months to 20 August 2018, IT jobs citing Zachman Framework also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Zachman Framework.

1 463 (99.78%) TOGAF
2 237 (51.08%) Agile Software Development
3 221 (47.63%) Enterprise Architecture
4 159 (34.27%) Finance
5 131 (28.23%) Waterfall
6 128 (27.59%) SOA
7 125 (26.94%) Degree
8 124 (26.72%) UML
9 120 (25.86%) Web Services
10 119 (25.65%) CRM
11 118 (25.43%) .NET
12 113 (24.35%) Technical Architecture
13 101 (21.77%) IT Strategy
14 100 (21.55%) MODAF
15 96 (20.69%) Microsoft
15 96 (20.69%) Project Management
16 94 (20.26%) SQL
17 91 (19.61%) Microsoft Azure
18 83 (17.89%) Analytical Skills
19 82 (17.67%) Amazon AWS
20 80 (17.24%) Data Modelling
21 78 (16.81%) Computer Science
22 75 (16.16%) Java
22 75 (16.16%) Presales
23 73 (15.73%) SQL Server
23 73 (15.73%) Microservices
24 71 (15.30%) C#
25 70 (15.09%) Mentoring
26 69 (14.87%) Computer Science Degree
27 67 (14.44%) Middleware

Zachman Framework
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 61 (13.15%) SharePoint
2 36 (7.76%) Oracle SOA Suite
3 33 (7.11%) WebSphere
4 15 (3.23%) JBoss
5 14 (3.02%) BizTalk Server
6 9 (1.94%) Elasticsearch
6 9 (1.94%) WebLogic
7 6 (1.29%) Apache Spark
8 4 (0.86%) MS Exchange
9 2 (0.43%) Exchange Server 2010
9 2 (0.43%) Office Communications Server
9 2 (0.43%) Tomcat
10 1 (0.22%) Apache
10 1 (0.22%) Apache Pig
10 1 (0.22%) CMS
10 1 (0.22%) Confluence
10 1 (0.22%) IIS
10 1 (0.22%) NetWeaver
10 1 (0.22%) nginx
10 1 (0.22%) Oracle Collaboration Suite
Applications
1 6 (1.29%) Microsoft Excel
2 4 (0.86%) MS Visio
3 2 (0.43%) Spreadsheet
Business Applications
1 55 (11.85%) Dynamics CRM
2 13 (2.80%) Scribe Insight
3 8 (1.72%) Dynamics AX
4 3 (0.65%) SAP MDG
5 2 (0.43%) Maximo
5 2 (0.43%) Oracle Applications
5 2 (0.43%) Oracle BPM
6 1 (0.22%) Cognos TM1
6 1 (0.22%) Dynamics NAV
6 1 (0.22%) Oracle EBS
6 1 (0.22%) Oracle ERP
6 1 (0.22%) SAP Hybris
6 1 (0.22%) SAP WM
Cloud Services
1 91 (19.61%) Microsoft Azure
2 82 (17.67%) Amazon AWS
3 50 (10.78%) IaaS
4 44 (9.48%) PaaS
5 34 (7.33%) SaaS
6 11 (2.37%) Cloud Computing
7 8 (1.72%) Dynamics 365
8 7 (1.51%) Amazon EC2
8 7 (1.51%) Office 365
9 4 (0.86%) Google Cloud Platform
10 3 (0.65%) Amazon S3
10 3 (0.65%) AWS CloudTrail
10 3 (0.65%) AWS Lambda
10 3 (0.65%) Route 53
10 3 (0.65%) Serverless
10 3 (0.65%) Virtual Private Cloud
11 2 (0.43%) Azure Active Directory
11 2 (0.43%) G Suite
12 1 (0.22%) GitHub
12 1 (0.22%) Google Analytics
Communications & Networking
1 29 (6.25%) Firewall
2 12 (2.59%) LAN
2 12 (2.59%) WAN
3 10 (2.16%) Remote Desktop
4 9 (1.94%) AMQP
4 9 (1.94%) DNS
4 9 (1.94%) Unified Communications
5 5 (1.08%) DHCP
5 5 (1.08%) MPLS
6 4 (0.86%) BIG-IP
6 4 (0.86%) SAN
6 4 (0.86%) VoIP
6 4 (0.86%) Wireless
7 3 (0.65%) TCP/IP
8 2 (0.43%) Cisco Nexus
8 2 (0.43%) Internet
9 1 (0.22%) SSL
Database & Business Intelligence
1 73 (15.73%) SQL Server
2 43 (9.27%) Big Data
2 43 (9.27%) Data Warehouse
3 22 (4.74%) NoSQL
4 15 (3.23%) RDBMS
4 15 (3.23%) Relational Database
5 13 (2.80%) GIS
6 11 (2.37%) Data Lake
7 9 (1.94%) MongoDB
8 8 (1.72%) SQL Server Reporting Services
9 7 (1.51%) SAP Data Services
10 6 (1.29%) BusinessObjects
10 6 (1.29%) Hadoop
10 6 (1.29%) PowerPivot
10 6 (1.29%) SQL Server Analysis Services
10 6 (1.29%) SQL Server Integration Services
11 5 (1.08%) Pentaho
11 5 (1.08%) PowerCenter
12 4 (0.86%) DB2
12 4 (0.86%) PerformancePoint
Development Applications
1 46 (9.91%) Team Foundation Server
2 45 (9.70%) Visual Studio Team System
3 11 (2.37%) Git (software)
4 10 (2.16%) Atlassian Bamboo
4 10 (2.16%) Bitbucket
5 9 (1.94%) Maven
5 9 (1.94%) Subversion
6 8 (1.72%) ERwin
7 7 (1.51%) JIRA
8 6 (1.29%) Rational Rose
9 5 (1.08%) PowerDesigner
9 5 (1.08%) RStudio
10 1 (0.22%) Jenkins
10 1 (0.22%) JIRA Agile
10 1 (0.22%) Octopus Deploy
10 1 (0.22%) ReSharper
10 1 (0.22%) SonarQube
10 1 (0.22%) TeamCity
10 1 (0.22%) Visual Studio
General
1 159 (34.27%) Finance
2 53 (11.42%) Retail
3 24 (5.17%) Publishing
4 19 (4.09%) Legal
5 18 (3.88%) Banking
6 10 (2.16%) Advertising
6 10 (2.16%) French Language
6 10 (2.16%) Italian Language
6 10 (2.16%) Marketing
6 10 (2.16%) Spanish Language
6 10 (2.16%) Telecoms
7 8 (1.72%) Retail Banking
8 4 (0.86%) Back Office
8 4 (0.86%) Billing
8 4 (0.86%) Electronics
8 4 (0.86%) German Language
8 4 (0.86%) Investment Banking
9 3 (0.65%) Law
10 2 (0.43%) Financial Institution
10 2 (0.43%) Military
Job Titles
1 415 (89.44%) Architect
2 191 (41.16%) Solutions Architect
3 87 (18.75%) Enterprise Architect
4 56 (12.07%) Data Architect
5 55 (11.85%) Technical Architect
6 27 (5.82%) Enterprise Data Architect
7 25 (5.39%) Lead Architect
7 25 (5.39%) Security Architect
8 22 (4.74%) Cloud Architect
8 22 (4.74%) Lead Enterprise Architect
9 19 (4.09%) Big Data Architect
10 17 (3.66%) Analyst
10 17 (3.66%) Enterprise Solutions Architect
11 16 (3.45%) Applications Architect
11 16 (3.45%) Integration Architect
12 13 (2.80%) Business Architect
12 13 (2.80%) Microsoft Solutions Architect
12 13 (2.80%) Senior Architect
13 11 (2.37%) Chief Architect
13 11 (2.37%) Systems Analyst
Libraries, Frameworks & Software Standards
1 120 (25.86%) Web Services
2 118 (25.43%) .NET
3 67 (14.44%) Middleware
4 59 (12.72%) React
5 51 (10.99%) ASP.NET Web API
5 51 (10.99%) CSS
6 50 (10.78%) Entity Framework
6 50 (10.78%) jQuery
6 50 (10.78%) Twitter Bootstrap
7 42 (9.05%) .NET Core
8 37 (7.97%) J2EE
9 35 (7.54%) REST
10 33 (7.11%) SOAP
11 21 (4.53%) Java EE
12 20 (4.31%) XML
13 16 (3.45%) Hibernate
14 14 (3.02%) .NET Framework
15 11 (2.37%) HTML
15 11 (2.37%) JSON
16 10 (2.16%) Spring
Miscellaneous
1 83 (17.89%) Analytical Skills
2 78 (16.81%) Computer Science
3 66 (14.22%) Management Information System
4 50 (10.78%) N-Tier
5 41 (8.84%) Data Centre
6 40 (8.62%) Self-Motivation
7 24 (5.17%) CMDB
7 24 (5.17%) Hybrid Cloud
8 18 (3.88%) Mainframe
9 16 (3.45%) Enterprise Software
10 14 (3.02%) Fintech
11 11 (2.37%) Public Cloud
12 9 (1.94%) Taxonomies
13 8 (1.72%) Enterprise Cloud
14 7 (1.51%) NHS
14 7 (1.51%) Virtual Team
15 5 (1.08%) Digital Media
15 5 (1.08%) Private Cloud
16 4 (0.86%) Cloud Native
16 4 (0.86%) User Experience
Operating Systems
1 25 (5.39%) Windows
2 18 (3.88%) Windows Server
3 15 (3.23%) Unix
4 7 (1.51%) Linux
5 4 (0.86%) Solaris
6 2 (0.43%) Oracle Linux
7 1 (0.22%) Android
7 1 (0.22%) Apple iOS
7 1 (0.22%) DC/OS
Processes & Methodologies
1 463 (99.78%) TOGAF
2 237 (51.08%) Agile Software Development
3 221 (47.63%) Enterprise Architecture
4 131 (28.23%) Waterfall
5 128 (27.59%) SOA
6 124 (26.72%) UML
7 119 (25.65%) CRM
8 113 (24.35%) Technical Architecture
9 101 (21.77%) IT Strategy
10 100 (21.55%) MODAF
11 96 (20.69%) Project Management
12 80 (17.24%) Data Modelling
13 75 (16.16%) Presales
14 73 (15.73%) Microservices
15 70 (15.09%) Mentoring
16 63 (13.58%) Decision-Making
17 62 (13.36%) OO
18 59 (12.72%) Business Intelligence
18 59 (12.72%) Systems Analysis
19 58 (12.50%) ITIL
Programming Languages
1 94 (20.26%) SQL
2 75 (16.16%) Java
3 71 (15.30%) C#
4 65 (14.01%) T-SQL
5 62 (13.36%) JavaScript
6 16 (3.45%) C
7 12 (2.59%) VBA
8 11 (2.37%) ANSI SQL
8 11 (2.37%) Shell Script
9 10 (2.16%) Perl
9 10 (2.16%) PowerShell
10 6 (1.29%) PHP
11 5 (1.08%) Python
12 4 (0.86%) C++
12 4 (0.86%) Data Analysis Expressions (DAX)
13 2 (0.43%) VB
13 2 (0.43%) VBScript
14 1 (0.22%) PL/SQL
14 1 (0.22%) Scala
14 1 (0.22%) XPath
Qualifications
1 125 (26.94%) Degree
2 69 (14.87%) Computer Science Degree
3 32 (6.90%) CISSP
4 30 (6.47%) ISEB
5 28 (6.03%) PMI Certification
6 24 (5.17%) PMP
7 21 (4.53%) CEH
7 21 (4.53%) CompTIA Security+
7 21 (4.53%) Security Cleared
8 16 (3.45%) TOGAF Certification
9 13 (2.80%) APMP
10 7 (1.51%) CISA
10 7 (1.51%) CISM
11 6 (1.29%) Master's Degree
11 6 (1.29%) SC Cleared
12 5 (1.08%) CITP
12 5 (1.08%) MBA
12 5 (1.08%) Postgraduate
13 4 (0.86%) GIAC
13 4 (0.86%) SANS
Quality Assurance & Compliance
1 48 (10.34%) ISO/IEC 27001
2 25 (5.39%) GDPR
3 21 (4.53%) COBIT
3 21 (4.53%) GPG13
4 17 (3.66%) Cyber Essentials
5 16 (3.45%) Data Quality
6 15 (3.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 14 (3.02%) PCI DSS
8 7 (1.51%) QA
9 3 (0.65%) PMO
9 3 (0.65%) SLA
10 1 (0.22%) ISO 20022
System Software
1 34 (7.33%) Active Directory
1 34 (7.33%) VMware Infrastructure
2 7 (1.51%) Docker
2 7 (1.51%) XenApp
3 6 (1.29%) Virtual Machines
4 5 (1.08%) XenDesktop
5 2 (0.43%) Hyper-V
5 2 (0.43%) VMware ESXi
6 1 (0.22%) vSphere
Systems Management
1 7 (1.51%) Kubernetes
1 7 (1.51%) SCCM
2 4 (0.86%) SCVMM
2 4 (0.86%) Single Sign-On
3 2 (0.43%) Backup Exec
3 2 (0.43%) BladeLogic
3 2 (0.43%) Control-M
3 2 (0.43%) Norton AntiVirus
3 2 (0.43%) Oracle Enterprise Manager
3 2 (0.43%) SCOM
4 1 (0.22%) Opscode Chef
4 1 (0.22%) Puppet
Vendors
1 96 (20.69%) Microsoft
2 61 (13.15%) Oracle
3 46 (9.91%) Nintex
4 45 (9.70%) Citrix
5 37 (7.97%) VMware
6 33 (7.11%) IBM
7 30 (6.47%) SAP
8 28 (6.03%) EMC
8 28 (6.03%) NetApp
9 27 (5.82%) CheckPoint
10 24 (5.17%) Cognizant
11 22 (4.74%) Salesforce.com
12 8 (1.72%) Cisco
13 7 (1.51%) Google
13 7 (1.51%) Talend
14 6 (1.29%) Ab Initio
14 6 (1.29%) Casewise
14 6 (1.29%) Nokia
15 5 (1.08%) MicroStrategy
15 5 (1.08%) Veritas