Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of 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)
England > East of England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 301 361 386
Rank change year-on-year +60 +25 +14
Permanent jobs citing DNA 50 5 6
As % of all permanent IT jobs advertised in the East of England 0.41% 0.038% 0.040%
As % of the Processes & Methodologies category 0.47% 0.043% 0.045%
Number of salaries quoted 28 5 1
East of England median annual salary £46,250 £40,000 £47,500
Median salary % change year-on-year +15.63% -15.79% -5.00%
10th Percentile £33,550 £37,500 £46,250
90th Percentile £53,750 £45,500 £48,750
England median annual salary £47,500 £55,052 £36,000
% change year-on-year -13.72% +52.92% -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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10658 11731 13218
As % of all permanent IT jobs advertised in the East of England 88.03% 88.52% 87.19%
Number of salaries quoted 8649 9672 10866
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

DNA
Job Vacancy Trend in the East of England

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

Job vacancy trend for DNA in the East of England

DNA
Salary Trend in the East of England

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

Salary trend for DNA in the East of England

DNA
Salary Histogram in the East of England

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

Salary histogram for DNA in the East of England

DNA
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the East of 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
Hertfordshire - 25 £42,500 - 5
Cambridgeshire -15 17 £51,250 +13.89% 7
Bedfordshire - 8 £38,750 -
DNA
England

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 East of England region with a requirement for DNA.

1 24 (48.00%) E-Commerce
2 23 (46.00%) Games
3 22 (44.00%) Linux
4 18 (36.00%) Microsoft
5 17 (34.00%) Windows
5 17 (34.00%) SQL
6 16 (32.00%) JavaScript
7 15 (30.00%) Degree
8 13 (26.00%) Relational Database
8 13 (26.00%) Windows Server
8 13 (26.00%) MS Exchange
8 13 (26.00%) Active Directory
9 12 (24.00%) HTML
9 12 (24.00%) SDLC
10 11 (22.00%) Data Centre
10 11 (22.00%) Java
10 11 (22.00%) OO
10 11 (22.00%) VMware
11 10 (20.00%) MySQL
11 10 (20.00%) Analytical Skills
11 10 (20.00%) Retail
11 10 (20.00%) Bioinformatics
12 9 (18.00%) Computer Science
12 9 (18.00%) Git (software)
12 9 (18.00%) Computer Science Degree
12 9 (18.00%) CSS
12 9 (18.00%) Python
13 8 (16.00%) Data Analysis
13 8 (16.00%) Mentoring
13 8 (16.00%) Coaching

DNA
Co-occurring IT Skills in the East of 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 13 (26.00%) MS Exchange
2 8 (16.00%) Exchange Server 2010
3 7 (14.00%) Exchange Server 2007
3 7 (14.00%) Exchange Server 2013
4 6 (12.00%) Elasticsearch
5 5 (10.00%) Apache
5 5 (10.00%) Skype for Business
6 4 (8.00%) Adobe Experience Manager
7 3 (6.00%) CMS
7 3 (6.00%) MQSeries
7 3 (6.00%) nginx
7 3 (6.00%) WebSphere
7 3 (6.00%) WebSphere Application Server
Applications
1 5 (10.00%) Microsoft Office
Business Applications
1 5 (10.00%) Magento
Cloud Services
1 8 (16.00%) Microsoft Azure
2 7 (14.00%) Amazon AWS
2 7 (14.00%) Azure Active Directory
3 6 (12.00%) Office 365
4 5 (10.00%) PaaS
5 1 (2.00%) Cortana Intelligence Suite
5 1 (2.00%) OneDrive
Communications & Networking
1 7 (14.00%) LDAP
2 6 (12.00%) DHCP
3 5 (10.00%) DNS
3 5 (10.00%) Firewall
3 5 (10.00%) ISDN
3 5 (10.00%) LAN
3 5 (10.00%) MPLS
3 5 (10.00%) PBX
3 5 (10.00%) Remote Desktop
3 5 (10.00%) Skype
3 5 (10.00%) Unified Communications
3 5 (10.00%) VLAN
3 5 (10.00%) VoIP
3 5 (10.00%) VPN
3 5 (10.00%) WAN
4 3 (6.00%) Internet
5 2 (4.00%) HTTP
6 1 (2.00%) NetScaler
6 1 (2.00%) TCP/IP
Database & Business Intelligence
1 13 (26.00%) Relational Database
2 10 (20.00%) MySQL
3 6 (12.00%) RDBMS
4 3 (6.00%) DB2
4 3 (6.00%) Jackrabbit
4 3 (6.00%) MariaDB
4 3 (6.00%) MongoDB
4 3 (6.00%) Redis
5 2 (4.00%) SQL Server
6 1 (2.00%) Big Data
6 1 (2.00%) Hadoop
Development Applications
1 9 (18.00%) Git (software)
2 6 (12.00%) Selenium
3 3 (6.00%) Ant
3 3 (6.00%) Eclipse
3 3 (6.00%) HP UFT
3 3 (6.00%) JUnit
3 3 (6.00%) Log4j
3 3 (6.00%) Mockito
3 3 (6.00%) PHPUnit
3 3 (6.00%) SpecFlow
3 3 (6.00%) Subversion
3 3 (6.00%) Vagrant
3 3 (6.00%) WebSphere Studio Application Developer
4 1 (2.00%) LabVIEW
4 1 (2.00%) Maven
General
1 23 (46.00%) Games
2 10 (20.00%) Retail
3 3 (6.00%) German Language
4 1 (2.00%) Advertising
4 1 (2.00%) Finance
Job Titles
1 21 (42.00%) Developer
2 9 (18.00%) Python Developer
3 7 (14.00%) Java Developer
4 6 (12.00%) Administrator
4 6 (12.00%) Software Developer
4 6 (12.00%) Support Engineer
5 5 (10.00%) 3rd Line Engineer
5 5 (10.00%) 3rd Line Support
5 5 (10.00%) 3rd Line Support Engineer
5 5 (10.00%) Consultant
5 5 (10.00%) Presales Consultant
6 3 (6.00%) Cloud Consultant
6 3 (6.00%) E-Commerce Manager
6 3 (6.00%) PHP Developer
6 3 (6.00%) Quality Engineer
6 3 (6.00%) Storage Consultant
6 3 (6.00%) Storage Presales Consultant
6 3 (6.00%) Virtualisation Consultant
7 2 (4.00%) Account Manager
7 2 (4.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 12 (24.00%) HTML
2 9 (18.00%) CSS
3 8 (16.00%) jQuery
4 7 (14.00%) HTML5
5 6 (12.00%) Web Services
6 5 (10.00%) LAMP
6 5 (10.00%) XHTML
7 4 (8.00%) AngularJS
7 4 (8.00%) J2EE
7 4 (8.00%) REST
7 4 (8.00%) Sass
7 4 (8.00%) Swing
8 3 (6.00%) CSS3
8 3 (6.00%) EJB
8 3 (6.00%) Flask
8 3 (6.00%) LEMP Stack
8 3 (6.00%) Pandas
8 3 (6.00%) React
8 3 (6.00%) Symfony
8 3 (6.00%) XSLT
Miscellaneous
1 11 (22.00%) Data Centre
2 10 (20.00%) Analytical Skills
3 9 (18.00%) Computer Science
4 7 (14.00%) Management Information System
5 5 (10.00%) Life Science
6 1 (2.00%) Algorithms
6 1 (2.00%) Data Structures
6 1 (2.00%) HoloLens
6 1 (2.00%) Kinect
6 1 (2.00%) Online Games
Operating Systems
1 22 (44.00%) Linux
2 17 (34.00%) Windows
3 13 (26.00%) Windows Server
4 6 (12.00%) Windows Server 2003
4 6 (12.00%) Windows Server 2008
4 6 (12.00%) Windows Server 2012
5 5 (10.00%) Red Hat Enterprise Linux
5 5 (10.00%) Unix
6 3 (6.00%) HPUX
6 3 (6.00%) Mac OS X
6 3 (6.00%) Solaris
Processes & Methodologies
1 24 (48.00%) E-Commerce
2 12 (24.00%) SDLC
3 11 (22.00%) OO
4 10 (20.00%) Bioinformatics
5 8 (16.00%) Coaching
5 8 (16.00%) Data Analysis
5 8 (16.00%) Mentoring
6 7 (14.00%) Identity Access Management
6 7 (14.00%) Identity Management
6 7 (14.00%) Information Security
6 7 (14.00%) ITIL
6 7 (14.00%) Visualisation
7 6 (12.00%) Agile Software Development
7 6 (12.00%) Continuous Integration
7 6 (12.00%) Data Security
7 6 (12.00%) Unit Testing
7 6 (12.00%) Web Development
8 5 (10.00%) Customer Requirements
8 5 (10.00%) Disaster Recovery
8 5 (10.00%) Presales
Programming Languages
1 17 (34.00%) SQL
2 16 (32.00%) JavaScript
3 11 (22.00%) Java
4 9 (18.00%) Python
5 7 (14.00%) PowerShell
6 6 (12.00%) PHP
7 4 (8.00%) C#
8 3 (6.00%) Bash Shell
8 3 (6.00%) Perl
8 3 (6.00%) PHP 5
8 3 (6.00%) Ruby
8 3 (6.00%) VB
9 1 (2.00%) C++
Qualifications
1 15 (30.00%) Degree
2 9 (18.00%) Computer Science Degree
3 1 (2.00%) MCSA
3 1 (2.00%) MCSE
3 1 (2.00%) Microsoft Certification
3 1 (2.00%) PhD
Quality Assurance & Compliance
1 4 (8.00%) SLA
2 3 (6.00%) QA
System Software
1 13 (26.00%) Active Directory
2 8 (16.00%) VMware Infrastructure
3 7 (14.00%) Docker
4 5 (10.00%) Terminal Services
4 5 (10.00%) VMware ESXi
5 1 (2.00%) Hyper-V
5 1 (2.00%) XenApp
Systems Management
1 5 (10.00%) WSUS
Vendors
1 18 (36.00%) Microsoft
2 11 (22.00%) VMware
3 5 (10.00%) Cisco
3 5 (10.00%) NetApp
3 5 (10.00%) Veeam
4 4 (8.00%) Oracle
5 3 (6.00%) ATG
5 3 (6.00%) Blue Martini
5 3 (6.00%) Elastic Path
5 3 (6.00%) IBM
6 2 (4.00%) Demandware
6 2 (4.00%) hybris
6 2 (4.00%) Zend
7 1 (2.00%) AppSense
7 1 (2.00%) Citrix
7 1 (2.00%) CommVault
7 1 (2.00%) Interwoven
7 1 (2.00%) Sun