Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 1019 1094 1142
Rank change year-on-year +75 +48 +72
Permanent jobs citing DNA 153 96 125
As % of all permanent IT jobs advertised in England 0.090% 0.053% 0.062%
As % of the Processes & Methodologies category 0.10% 0.060% 0.069%
Number of salaries quoted 108 54 60
England median annual salary £47,500 £55,052 £36,000
Median salary % change year-on-year -13.72% +52.92% -26.15%
10th Percentile £32,500 £35,375 £22,500
90th Percentile £83,250 £99,750 £75,000
UK median annual salary £47,500 £52,500 £36,000
% change year-on-year -9.52% +45.83% -26.15%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 152153 160470 180138
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.75%
Number of salaries quoted 121055 134622 149914
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

DNA
Job Vacancy Trend in England

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

Job vacancy trend for DNA in England

DNA
Salary Trend in England

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

Salary trend for DNA in England

DNA
Salary Histogram in England

The salary distribution of IT jobs citing DNA in England over the 6 months to 22 November 2017.

Salary histogram for DNA in England

DNA
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the England region over the 6 months to 22 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
London -14 60 £50,000 -16.67% 5
East of England +60 50 £46,250 +15.63% 12
South East +51 14 £51,250 -10.87% 12
South West - 14 £47,000 -
North of England -1 10 £22,500 -43.75%
North West -14 10 £22,500 -43.75%
Midlands +28 5 £36,500 +12.31% 1
West Midlands +2 5 £36,500 +12.31% 1
DNA
UK

For the 6 months to 22 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 across the England region with a requirement for DNA.

1 46 (30.07%) Agile Software Development
2 44 (28.76%) SQL
3 43 (28.10%) JavaScript
3 43 (28.10%) Microsoft
4 35 (22.88%) C#
5 33 (21.57%) E-Commerce
6 30 (19.61%) Degree
7 29 (18.95%) HTML
8 27 (17.65%) SQL Server
8 27 (17.65%) Windows
8 27 (17.65%) Games
8 27 (17.65%) AngularJS
9 26 (16.99%) Finance
9 26 (16.99%) MVC
9 26 (16.99%) Linux
10 24 (15.69%) Java
10 24 (15.69%) .NET
11 23 (15.03%) Analytical Skills
12 22 (14.38%) Web Development
12 22 (14.38%) MySQL
13 21 (13.73%) Git (software)
14 19 (12.42%) Continuous Integration
14 19 (12.42%) REST
14 19 (12.42%) CSS
15 18 (11.76%) jQuery
16 17 (11.11%) Team Foundation Server
16 17 (11.11%) SDLC
17 16 (10.46%) Windows Server
17 16 (10.46%) Microsoft Azure
17 16 (10.46%) OO

DNA
Co-occurring IT Skills in England 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 (9.80%) MS Exchange
1 15 (9.80%) SharePoint
2 10 (6.54%) Apache
3 8 (5.23%) Exchange Server 2010
4 7 (4.58%) Exchange Server 2007
4 7 (4.58%) Exchange Server 2013
5 6 (3.92%) CMS
5 6 (3.92%) Elasticsearch
5 6 (3.92%) MQSeries
5 6 (3.92%) WebSphere
6 5 (3.27%) Skype for Business
7 4 (2.61%) Adobe Experience Manager
7 4 (2.61%) Confluence
8 3 (1.96%) nginx
8 3 (1.96%) WebSphere Application Server
9 2 (1.31%) Drupal
9 2 (1.31%) WordPress
10 1 (0.65%) IBM Notes
10 1 (0.65%) SAS
10 1 (0.65%) Sitecore CMS
Applications
1 13 (8.50%) Microsoft Excel
2 12 (7.84%) Microsoft Office
3 5 (3.27%) Microsoft Project
4 4 (2.61%) Microsoft PowerPoint
5 1 (0.65%) SPSS
Business Applications
1 7 (4.58%) Magento
2 1 (0.65%) Primavera
2 1 (0.65%) SAP Hybris
Cloud Services
1 16 (10.46%) Microsoft Azure
2 10 (6.54%) Office 365
3 9 (5.88%) Amazon AWS
4 7 (4.58%) Azure Active Directory
5 5 (3.27%) PaaS
6 1 (0.65%) Cortana Intelligence Suite
6 1 (0.65%) Google Cloud Platform
6 1 (0.65%) OneDrive
6 1 (0.65%) SaaS
Communications & Networking
1 9 (5.88%) Firewall
2 8 (5.23%) DHCP
2 8 (5.23%) VPN
3 7 (4.58%) DNS
3 7 (4.58%) LDAP
3 7 (4.58%) Unified Communications
4 6 (3.92%) LAN
4 6 (3.92%) VoIP
4 6 (3.92%) WAN
5 5 (3.27%) HTTP
5 5 (3.27%) ISDN
5 5 (3.27%) MPLS
5 5 (3.27%) PBX
5 5 (3.27%) Remote Desktop
5 5 (3.27%) Skype
5 5 (3.27%) TCP/IP
5 5 (3.27%) VLAN
6 4 (2.61%) DWDM
6 4 (2.61%) Ethernet
6 4 (2.61%) SONET
Database & Business Intelligence
1 27 (17.65%) SQL Server
2 22 (14.38%) MySQL
3 13 (8.50%) Relational Database
4 9 (5.88%) NoSQL
5 8 (5.23%) Big Data
5 8 (5.23%) MongoDB
6 6 (3.92%) DB2
6 6 (3.92%) RDBMS
7 3 (1.96%) DbVisualizer
7 3 (1.96%) Jackrabbit
7 3 (1.96%) MariaDB
7 3 (1.96%) Redis
8 2 (1.31%) Couchbase
8 2 (1.31%) Oracle Database
8 2 (1.31%) Oracle Database 11g
8 2 (1.31%) Oracle Database 12c
8 2 (1.31%) SQL Server 2012
8 2 (1.31%) SQL Server 2016
9 1 (0.65%) Blockchain
9 1 (0.65%) Hadoop
Development Applications
1 21 (13.73%) Git (software)
2 17 (11.11%) Team Foundation Server
3 10 (6.54%) NuGet
4 9 (5.88%) Selenium
5 5 (3.27%) JIRA
6 4 (2.61%) NUnit
6 4 (2.61%) SpecFlow
7 3 (1.96%) Ant
7 3 (1.96%) Eclipse
7 3 (1.96%) HP UFT
7 3 (1.96%) JUnit
7 3 (1.96%) Log4j
7 3 (1.96%) Mockito
7 3 (1.96%) PHPUnit
7 3 (1.96%) SoapUI
7 3 (1.96%) Subversion
7 3 (1.96%) Vagrant
7 3 (1.96%) Visual Studio
7 3 (1.96%) WebSphere Studio Application Developer
8 2 (1.31%) TeamCity
General
1 27 (17.65%) Games
2 26 (16.99%) Finance
3 14 (9.15%) Military
4 13 (8.50%) Retail
5 10 (6.54%) Marketing
6 8 (5.23%) Telecoms
7 7 (4.58%) Front Office
8 4 (2.61%) Advertising
9 3 (1.96%) Banking
9 3 (1.96%) German Language
10 2 (1.31%) Financial Institution
10 2 (1.31%) French Language
10 2 (1.31%) Music Industry
11 1 (0.65%) Law
Job Titles
1 57 (37.25%) Developer
2 14 (9.15%) Analyst
3 13 (8.50%) C# Developer
4 12 (7.84%) Java Developer
5 10 (6.54%) Applications Developer
5 10 (6.54%) Consultant
5 10 (6.54%) Senior Developer
6 9 (5.88%) Python Developer
7 8 (5.23%) Administrator
8 6 (3.92%) .NET Developer
8 6 (3.92%) Lead Developer
8 6 (3.92%) Software Developer
8 6 (3.92%) Support Engineer
9 5 (3.27%) 3rd Line Engineer
9 5 (3.27%) 3rd Line Support Engineer
9 5 (3.27%) Business Analyst
9 5 (3.27%) Delivery Manager
9 5 (3.27%) Presales Consultant
9 5 (3.27%) Sales Consultant
9 5 (3.27%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 29 (18.95%) HTML
2 27 (17.65%) AngularJS
3 24 (15.69%) .NET
4 19 (12.42%) CSS
4 19 (12.42%) REST
5 18 (11.76%) jQuery
6 14 (9.15%) .NET Framework
7 13 (8.50%) HTML5
8 10 (6.54%) ASP.NET
8 10 (6.54%) ASP.NET MVC 5
8 10 (6.54%) Entity Framework
9 9 (5.88%) Twitter Bootstrap
9 9 (5.88%) Web Services
9 9 (5.88%) XML
10 8 (5.23%) JSON
10 8 (5.23%) RESTful
11 7 (4.58%) J2EE
12 6 (3.92%) Spring
13 5 (3.27%) XHTML
13 5 (3.27%) XSLT
Miscellaneous
1 23 (15.03%) Analytical Skills
2 15 (9.80%) Data Centre
3 13 (8.50%) Computer Science
4 12 (7.84%) Management Information System
5 5 (3.27%) Greenfield Project
5 5 (3.27%) Life Science
6 4 (2.61%) Equities
7 3 (1.96%) Credit Risk
7 3 (1.96%) Fintech
7 3 (1.96%) iPad
7 3 (1.96%) Private Cloud
8 2 (1.31%) Data Structures
8 2 (1.31%) Social Media
9 1 (0.65%) Algorithms
9 1 (0.65%) Augmented Reality
9 1 (0.65%) Enterprise Software
9 1 (0.65%) Kinect
9 1 (0.65%) Online Games
9 1 (0.65%) Public Cloud
9 1 (0.65%) Video Conferencing
Operating Systems
1 27 (17.65%) Windows
2 26 (16.99%) Linux
3 16 (10.46%) Windows Server
4 9 (5.88%) Windows Server 2012
5 8 (5.23%) Unix
5 8 (5.23%) Windows Server 2008
6 6 (3.92%) Windows Server 2003
7 5 (3.27%) Red Hat Enterprise Linux
8 3 (1.96%) HPUX
8 3 (1.96%) Mac OS X
8 3 (1.96%) Solaris
9 2 (1.31%) Android
9 2 (1.31%) Windows 7
9 2 (1.31%) Windows 8
10 1 (0.65%) Apple iOS
10 1 (0.65%) Mac OS
Processes & Methodologies
1 46 (30.07%) Agile Software Development
2 33 (21.57%) E-Commerce
3 26 (16.99%) MVC
4 22 (14.38%) Web Development
5 19 (12.42%) Continuous Integration
6 17 (11.11%) SDLC
7 16 (10.46%) OO
7 16 (10.46%) SOA
8 15 (9.80%) Business Intelligence
8 15 (9.80%) ITIL
8 15 (9.80%) Service Delivery
8 15 (9.80%) SOLID
9 14 (9.15%) Continuous Improvement
9 14 (9.15%) Unit Testing
10 12 (7.84%) Project Management
11 10 (6.54%) Bioinformatics
11 10 (6.54%) Data Analysis
11 10 (6.54%) Enterprise Architecture
11 10 (6.54%) Information Security
11 10 (6.54%) Test Automation
Programming Languages
1 44 (28.76%) SQL
2 43 (28.10%) JavaScript
3 35 (22.88%) C#
4 24 (15.69%) Java
5 11 (7.19%) PHP
5 11 (7.19%) Python
6 7 (4.58%) PowerShell
6 7 (4.58%) VBA
7 5 (3.27%) Delphi
8 4 (2.61%) T-SQL
9 3 (1.96%) Bash Shell
9 3 (1.96%) Perl
9 3 (1.96%) PHP 5
9 3 (1.96%) Ruby
9 3 (1.96%) Scala
9 3 (1.96%) VB
10 2 (1.31%) C++
10 2 (1.31%) ES6
11 1 (0.65%) C
11 1 (0.65%) R
Qualifications
1 30 (19.61%) Degree
2 15 (9.80%) SC Cleared
2 15 (9.80%) Security Cleared
3 11 (7.19%) Computer Science Degree
4 8 (5.23%) Microsoft Certification
5 3 (1.96%) MCSA
5 3 (1.96%) MCSE
6 2 (1.31%) MBA
6 2 (1.31%) MCITP
6 2 (1.31%) Oracle Certification
6 2 (1.31%) VMware Certified Professional (VCP)
7 1 (0.65%) CCNA
7 1 (0.65%) CCNP
7 1 (0.65%) Cisco Certification
7 1 (0.65%) HND
7 1 (0.65%) PhD
7 1 (0.65%) PMI Certification
7 1 (0.65%) PMP
7 1 (0.65%) SANS
Quality Assurance & Compliance
1 10 (6.54%) SLA
2 6 (3.92%) PMO
3 5 (3.27%) QA
4 4 (2.61%) ISO 9001
5 1 (0.65%) Data Quality
5 1 (0.65%) IFRS
5 1 (0.65%) ISO 22301
5 1 (0.65%) ISO/IEC 27001
5 1 (0.65%) PCI DSS
System Software
1 15 (9.80%) Active Directory
2 10 (6.54%) VMware Infrastructure
3 8 (5.23%) Docker
4 7 (4.58%) VMware ESXi
5 5 (3.27%) Terminal Services
6 3 (1.96%) XenApp
7 1 (0.65%) Hyper-V
7 1 (0.65%) ProxySG
Systems Management
1 7 (4.58%) WSUS
2 2 (1.31%) SCCM
Vendors
1 43 (28.10%) Microsoft
2 15 (9.80%) VMware
3 8 (5.23%) Cisco
4 7 (4.58%) IBM
4 7 (4.58%) NetApp
4 7 (4.58%) Oracle
4 7 (4.58%) Veeam
5 4 (2.61%) Alcatel-Lucent
5 4 (2.61%) ATG
5 4 (2.61%) CA
5 4 (2.61%) Cadence
5 4 (2.61%) Ciena
5 4 (2.61%) Huawei
6 3 (1.96%) Atlassian
6 3 (1.96%) Blue Martini
6 3 (1.96%) Citrix
6 3 (1.96%) DevExpress
6 3 (1.96%) Elastic Path
6 3 (1.96%) hybris
6 3 (1.96%) Tableau