Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for DNA skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DNA over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1051 1123 1187
Rank change year-on-year +72 +64 +25
Permanent jobs citing DNA 160 99 136
As % of all permanent IT jobs advertised in the UK 0.089% 0.052% 0.062%
As % of the Processes & Methodologies category 0.099% 0.059% 0.070%
Number of salaries quoted 112 54 60
UK median annual salary £47,500 £51,250 £36,000
Median salary % change year-on-year -7.32% +42.36% -24.21%
10th Percentile £32,500 £35,000 £22,500
90th Percentile £82,000 £99,750 £75,000
UK excluding London median annual salary £47,000 £40,000 £29,250
% change year-on-year +17.50% +36.75% -38.42%

DNA 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 161950 169183 194286
As % of all permanent IT jobs advertised in the UK 89.90% 89.41% 88.80%
Number of salaries quoted 127926 140515 160119
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,800 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

DNA
Job Vacancy Trend

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

Job vacancy trend for DNA in the UK

DNA
Salary Trend

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

Salary trend for DNA in the UK

DNA
Salary Histogram

The salary distribution of IT jobs citing DNA over the 6 months to 24 November 2017.

Salary histogram for DNA in the UK

DNA
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the UK over the 6 months to 24 November 2017. 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 +104 156 £47,500 -9.52% 30
UK excluding London +126 99 £47,000 +17.50% 22
London -7 60 £50,000 -16.67% 8
East of England +57 51 £50,000 +25.00% 12
South East +65 15 £51,250 -10.87% 9
South West - 14 £47,000 - 1
North of England +21 10 £22,500 -43.75%
North West -14 10 £22,500 -43.75%
Midlands +31 6 £36,500 +12.31%
West Midlands +16 6 £36,500 +12.31%
Scotland - 2 £35,000 -
Wales - 1 £40,000 -

For the 6 months to 24 November 2017, IT jobs citing DNA also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for DNA.

1 47 (29.38%) Agile Software Development
2 44 (27.50%) JavaScript
2 44 (27.50%) SQL
2 44 (27.50%) Microsoft
3 36 (22.50%) C#
4 33 (20.63%) E-Commerce
5 30 (18.75%) HTML
5 30 (18.75%) Degree
6 28 (17.50%) AngularJS
6 28 (17.50%) SQL Server
6 28 (17.50%) Linux
7 27 (16.88%) Windows
7 27 (16.88%) Java
7 27 (16.88%) MVC
7 27 (16.88%) Games
8 26 (16.25%) Finance
9 25 (15.63%) .NET
10 24 (15.00%) Analytical Skills
11 22 (13.75%) Web Development
11 22 (13.75%) MySQL
12 21 (13.13%) Git (software)
13 20 (12.50%) CSS
14 19 (11.88%) jQuery
14 19 (11.88%) Continuous Integration
14 19 (11.88%) REST
15 18 (11.25%) SDLC
16 17 (10.63%) Data Centre
16 17 (10.63%) Team Foundation Server
16 17 (10.63%) Microsoft Azure
17 16 (10.00%) OO

DNA
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 15 (9.38%) MS Exchange
1 15 (9.38%) SharePoint
2 10 (6.25%) Apache
3 8 (5.00%) Exchange Server 2010
4 7 (4.38%) Exchange Server 2007
4 7 (4.38%) Exchange Server 2013
5 6 (3.75%) CMS
5 6 (3.75%) Elasticsearch
5 6 (3.75%) MQSeries
5 6 (3.75%) WebSphere
6 5 (3.13%) Skype for Business
7 4 (2.50%) Adobe Experience Manager
7 4 (2.50%) Confluence
8 3 (1.88%) nginx
8 3 (1.88%) WebSphere Application Server
9 2 (1.25%) Drupal
9 2 (1.25%) WordPress
10 1 (0.63%) IBM Notes
10 1 (0.63%) SAS
10 1 (0.63%) Sitecore CMS
Applications
1 13 (8.13%) Microsoft Excel
2 12 (7.50%) Microsoft Office
3 4 (2.50%) Microsoft PowerPoint
3 4 (2.50%) Microsoft Project
4 1 (0.63%) SPSS
Business Applications
1 7 (4.38%) Magento
2 1 (0.63%) Primavera
2 1 (0.63%) SAP Hybris
Cloud Services
1 17 (10.63%) Microsoft Azure
2 10 (6.25%) Amazon AWS
2 10 (6.25%) Office 365
3 7 (4.38%) Azure Active Directory
4 5 (3.13%) PaaS
5 1 (0.63%) Cortana Intelligence Suite
5 1 (0.63%) Google Cloud Platform
5 1 (0.63%) OneDrive
5 1 (0.63%) SaaS
Communications & Networking
1 11 (6.88%) Firewall
2 10 (6.25%) VPN
3 8 (5.00%) DHCP
3 8 (5.00%) LAN
3 8 (5.00%) VoIP
3 8 (5.00%) WAN
4 7 (4.38%) DNS
4 7 (4.38%) LDAP
4 7 (4.38%) MPLS
4 7 (4.38%) Unified Communications
5 6 (3.75%) Ethernet
6 5 (3.13%) HTTP
6 5 (3.13%) ISDN
6 5 (3.13%) PBX
6 5 (3.13%) Remote Desktop
6 5 (3.13%) Skype
6 5 (3.13%) TCP/IP
6 5 (3.13%) VLAN
7 4 (2.50%) Network Security
7 4 (2.50%) SDH
Database & Business Intelligence
1 28 (17.50%) SQL Server
2 22 (13.75%) MySQL
3 14 (8.75%) Relational Database
4 9 (5.63%) Big Data
4 9 (5.63%) NoSQL
5 8 (5.00%) MongoDB
6 7 (4.38%) RDBMS
7 6 (3.75%) DB2
8 3 (1.88%) DbVisualizer
8 3 (1.88%) Jackrabbit
8 3 (1.88%) MariaDB
8 3 (1.88%) Redis
9 2 (1.25%) Couchbase
9 2 (1.25%) Data Warehouse
9 2 (1.25%) Hadoop
9 2 (1.25%) Oracle Database
9 2 (1.25%) Oracle Database 11g
9 2 (1.25%) Oracle Database 12c
9 2 (1.25%) SQL Server 2012
9 2 (1.25%) SQL Server 2016
Development Applications
1 21 (13.13%) Git (software)
2 17 (10.63%) Team Foundation Server
3 10 (6.25%) NuGet
3 10 (6.25%) Selenium
4 5 (3.13%) JIRA
4 5 (3.13%) SpecFlow
5 4 (2.50%) HP UFT
5 4 (2.50%) NUnit
6 3 (1.88%) Ant
6 3 (1.88%) Eclipse
6 3 (1.88%) JUnit
6 3 (1.88%) Log4j
6 3 (1.88%) Mockito
6 3 (1.88%) PHPUnit
6 3 (1.88%) SoapUI
6 3 (1.88%) Subversion
6 3 (1.88%) Vagrant
6 3 (1.88%) Visual Studio
6 3 (1.88%) WebSphere Studio Application Developer
7 2 (1.25%) TeamCity
General
1 27 (16.88%) Games
2 26 (16.25%) Finance
3 14 (8.75%) Military
4 13 (8.13%) Retail
5 10 (6.25%) Marketing
6 9 (5.63%) Telecoms
7 7 (4.38%) Front Office
8 4 (2.50%) Advertising
9 3 (1.88%) Banking
9 3 (1.88%) German Language
10 2 (1.25%) Financial Institution
10 2 (1.25%) French Language
10 2 (1.25%) Music Industry
11 1 (0.63%) Law
Job Titles
1 58 (36.25%) Developer
2 14 (8.75%) Analyst
3 13 (8.13%) C# Developer
3 13 (8.13%) Consultant
4 12 (7.50%) Java Developer
5 11 (6.88%) Senior Developer
6 10 (6.25%) Applications Developer
7 9 (5.63%) Python Developer
8 8 (5.00%) Administrator
8 8 (5.00%) Presales Consultant
9 6 (3.75%) .NET Developer
9 6 (3.75%) Lead Developer
9 6 (3.75%) Software Developer
9 6 (3.75%) Support Engineer
10 5 (3.13%) 3rd Line Support
10 5 (3.13%) Architect
10 5 (3.13%) Business Analyst
10 5 (3.13%) Sales Consultant
10 5 (3.13%) Senior Business Analyst
10 5 (3.13%) Tester
Libraries, Frameworks & Software Standards
1 30 (18.75%) HTML
2 28 (17.50%) AngularJS
3 25 (15.63%) .NET
4 20 (12.50%) CSS
5 19 (11.88%) jQuery
5 19 (11.88%) REST
6 14 (8.75%) .NET Framework
6 14 (8.75%) HTML5
7 10 (6.25%) ASP.NET
7 10 (6.25%) ASP.NET MVC 5
7 10 (6.25%) Entity Framework
7 10 (6.25%) Twitter Bootstrap
8 9 (5.63%) Web Services
8 9 (5.63%) XML
9 8 (5.00%) JSON
9 8 (5.00%) RESTful
10 7 (4.38%) J2EE
11 6 (3.75%) Spring
12 5 (3.13%) LAMP
12 5 (3.13%) Lucene
Miscellaneous
1 24 (15.00%) Analytical Skills
2 17 (10.63%) Data Centre
3 13 (8.13%) Computer Science
4 12 (7.50%) Management Information System
5 5 (3.13%) Greenfield Project
5 5 (3.13%) Life Science
6 4 (2.50%) Equities
7 3 (1.88%) Algorithms
7 3 (1.88%) Credit Risk
7 3 (1.88%) Fintech
7 3 (1.88%) iPad
7 3 (1.88%) Private Cloud
8 2 (1.25%) Data Structures
8 2 (1.25%) Social Media
9 1 (0.63%) Augmented Reality
9 1 (0.63%) Enterprise Software
9 1 (0.63%) Kinect
9 1 (0.63%) Online Games
9 1 (0.63%) Public Cloud
9 1 (0.63%) Video Conferencing
Operating Systems
1 28 (17.50%) Linux
2 27 (16.88%) Windows
3 16 (10.00%) Windows Server
4 9 (5.63%) Windows Server 2012
5 8 (5.00%) Unix
5 8 (5.00%) Windows Server 2008
6 6 (3.75%) Windows Server 2003
7 5 (3.13%) Red Hat Enterprise Linux
8 3 (1.88%) HPUX
8 3 (1.88%) Mac OS X
8 3 (1.88%) Solaris
9 2 (1.25%) Android
9 2 (1.25%) Windows 7
9 2 (1.25%) Windows 8
10 1 (0.63%) Apple iOS
10 1 (0.63%) Mac OS
Processes & Methodologies
1 47 (29.38%) Agile Software Development
2 33 (20.63%) E-Commerce
3 27 (16.88%) MVC
4 22 (13.75%) Web Development
5 19 (11.88%) Continuous Integration
6 18 (11.25%) SDLC
7 16 (10.00%) Business Intelligence
7 16 (10.00%) OO
7 16 (10.00%) SOA
8 15 (9.38%) Continuous Improvement
8 15 (9.38%) ITIL
8 15 (9.38%) SOLID
9 14 (8.75%) Service Delivery
9 14 (8.75%) Unit Testing
10 13 (8.13%) Presales
11 12 (7.50%) Bioinformatics
11 12 (7.50%) Project Management
12 11 (6.88%) Mentoring
12 11 (6.88%) Test Automation
13 10 (6.25%) User Stories
Programming Languages
1 44 (27.50%) JavaScript
1 44 (27.50%) SQL
2 36 (22.50%) C#
3 27 (16.88%) Java
4 13 (8.13%) Python
5 11 (6.88%) PHP
6 7 (4.38%) PowerShell
6 7 (4.38%) VBA
7 5 (3.13%) Delphi
8 4 (2.50%) C++
8 4 (2.50%) Ruby
8 4 (2.50%) T-SQL
8 4 (2.50%) VB
9 3 (1.88%) Bash Shell
9 3 (1.88%) Perl
9 3 (1.88%) PHP 5
9 3 (1.88%) Scala
10 2 (1.25%) ES6
11 1 (0.63%) C
11 1 (0.63%) R
Qualifications
1 30 (18.75%) Degree
2 15 (9.38%) SC Cleared
2 15 (9.38%) Security Cleared
3 11 (6.88%) Computer Science Degree
4 9 (5.63%) Microsoft Certification
5 3 (1.88%) CCNA
5 3 (1.88%) CCNP
5 3 (1.88%) Cisco Certification
5 3 (1.88%) MCSA
5 3 (1.88%) MCSE
5 3 (1.88%) PhD
6 2 (1.25%) CCDA
6 2 (1.25%) CCDP
6 2 (1.25%) CCIP
6 2 (1.25%) CCSA
6 2 (1.25%) CCSP
6 2 (1.25%) CISSP
6 2 (1.25%) MBA
6 2 (1.25%) Oracle Certification
6 2 (1.25%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (5.63%) SLA
2 6 (3.75%) PMO
2 6 (3.75%) QA
3 4 (2.50%) ISO 9001
4 1 (0.63%) Data Quality
4 1 (0.63%) IFRS
4 1 (0.63%) ISO 22301
4 1 (0.63%) ISO/IEC 27001
4 1 (0.63%) PCI DSS
System Software
1 15 (9.38%) Active Directory
2 10 (6.25%) VMware Infrastructure
3 8 (5.00%) Docker
4 7 (4.38%) VMware ESXi
5 5 (3.13%) Terminal Services
6 3 (1.88%) XenApp
7 1 (0.63%) Hyper-V
7 1 (0.63%) ProxySG
Systems Management
1 7 (4.38%) WSUS
2 2 (1.25%) SCCM
Vendors
1 44 (27.50%) Microsoft
2 15 (9.38%) VMware
3 10 (6.25%) Cisco
4 8 (5.00%) Oracle
5 7 (4.38%) IBM
5 7 (4.38%) NetApp
5 7 (4.38%) Veeam
6 6 (3.75%) Huawei
7 4 (2.50%) Alcatel-Lucent
7 4 (2.50%) ATG
7 4 (2.50%) Ciena
8 3 (1.88%) Atlassian
8 3 (1.88%) Blue Martini
8 3 (1.88%) CA
8 3 (1.88%) Cadence
8 3 (1.88%) Citrix
8 3 (1.88%) DevExpress
8 3 (1.88%) Elastic Path
8 3 (1.88%) hybris
8 3 (1.88%) Tableau