Period
to 22 February 2018

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 February 2018 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 Feb 2018
Same period 2017 Same period 2016
Rank 304 361 378
Rank change year-on-year +57 +17 +1
Permanent jobs citing DNA 61 11 8
As % of all permanent IT jobs advertised in the East of England 0.49% 0.087% 0.054%
As % of the Processes & Methodologies category 0.55% 0.098% 0.061%
Number of salaries quoted 41 10 0
East of England median annual salary £50,000 £35,088 -
Median salary % change year-on-year +42.50% - -
England median annual salary £52,500 £55,052 £42,500
% change year-on-year -4.64% +29.53% -15.00%

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 10,999 11,238 13,051
As % of all permanent IT jobs advertised in the East of England 88.10% 88.81% 87.30%
Number of salaries quoted 8,891 9,139 10,547
East of England median annual salary £50,000 £45,050 £45,000
Median salary % change year-on-year +10.99% +0.11% +1.12%
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £68,250
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 February 2018.

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 February 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
Cambridgeshire -16 29 £50,000 +42.50% 8
Hertfordshire - 27 £42,500 - 8
Bedfordshire - 5 £35,000 - 1
DNA
England

For the 6 months to 22 February 2018, IT jobs citing DNA 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 across the East of England region with a requirement for DNA.

1 26 (42.62%) Java
2 24 (39.34%) JavaScript
2 24 (39.34%) SQL
2 24 (39.34%) SDLC
3 20 (32.79%) Degree
3 20 (32.79%) E-Commerce
4 17 (27.87%) Linux
4 17 (27.87%) Agile Software Development
5 15 (24.59%) jQuery
6 14 (22.95%) Computer Science
6 14 (22.95%) QA
6 14 (22.95%) Selenium
6 14 (22.95%) Bioinformatics
6 14 (22.95%) Analytical Skills
6 14 (22.95%) CSS
6 14 (22.95%) MySQL
6 14 (22.95%) Computer Science Degree
7 13 (21.31%) HTML
7 13 (21.31%) Python
8 12 (19.67%) Relational Database
8 12 (19.67%) Continuous Improvement
8 12 (19.67%) C#
8 12 (19.67%) Windows
8 12 (19.67%) Games
9 11 (18.03%) OO
9 11 (18.03%) VB
9 11 (18.03%) HP UFT
9 11 (18.03%) Process Improvement
9 11 (18.03%) SpecFlow
9 11 (18.03%) Functional Testing

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 8 (13.11%) Adobe Experience Manager
2 6 (9.84%) Elasticsearch
3 5 (8.20%) Apache
4 4 (6.56%) Exchange Server 2010
4 4 (6.56%) MS Exchange
5 3 (4.92%) CMS
5 3 (4.92%) Exchange Server 2007
5 3 (4.92%) Exchange Server 2013
5 3 (4.92%) MQSeries
5 3 (4.92%) nginx
5 3 (4.92%) WebSphere
5 3 (4.92%) WebSphere Application Server
Applications
1 1 (1.64%) MS Visio
Business Applications
1 4 (6.56%) Magento
Cloud Services
1 4 (6.56%) Microsoft Azure
2 3 (4.92%) Amazon AWS
2 3 (4.92%) Azure Active Directory
3 1 (1.64%) Cortana Intelligence Suite
3 1 (1.64%) Google Analytics
3 1 (1.64%) Office 365
3 1 (1.64%) OneDrive
Communications & Networking
1 3 (4.92%) Firewall
1 3 (4.92%) Internet
2 2 (3.28%) HTTP
2 2 (3.28%) Unified Communications
3 1 (1.64%) DHCP
3 1 (1.64%) MPLS
3 1 (1.64%) NetScaler
3 1 (1.64%) TCP/IP
Database & Business Intelligence
1 14 (22.95%) MySQL
2 12 (19.67%) Relational Database
3 6 (9.84%) RDBMS
4 3 (4.92%) DB2
4 3 (4.92%) Jackrabbit
4 3 (4.92%) MariaDB
4 3 (4.92%) MongoDB
4 3 (4.92%) Redis
5 2 (3.28%) SQL Server
6 1 (1.64%) Big Data
6 1 (1.64%) Hadoop
Development Applications
1 14 (22.95%) Selenium
2 11 (18.03%) HP UFT
2 11 (18.03%) SpecFlow
3 9 (14.75%) Git (software)
4 5 (8.20%) Maven
5 3 (4.92%) Ant
5 3 (4.92%) Eclipse
5 3 (4.92%) JUnit
5 3 (4.92%) Log4j
5 3 (4.92%) Mockito
5 3 (4.92%) PHPUnit
5 3 (4.92%) Subversion
5 3 (4.92%) Vagrant
5 3 (4.92%) WebSphere Studio Application Developer
6 1 (1.64%) LabVIEW
General
1 12 (19.67%) Games
2 5 (8.20%) Finance
2 5 (8.20%) Retail
3 3 (4.92%) German Language
4 1 (1.64%) Advertising
4 1 (1.64%) Marketing
Job Titles
1 28 (45.90%) Developer
2 13 (21.31%) Python Developer
3 11 (18.03%) Quality Engineer
4 10 (16.39%) Java Developer
4 10 (16.39%) Software Developer
5 5 (8.20%) Lead Tester
5 5 (8.20%) Tester
6 4 (6.56%) Administrator
6 4 (6.56%) Consultant
6 4 (6.56%) E-Commerce Manager
7 3 (4.92%) Analyst
7 3 (4.92%) E-Commerce Support
7 3 (4.92%) PHP Developer
7 3 (4.92%) Support Manager
8 2 (3.28%) Cloud Consultant
8 2 (3.28%) CyberArk Consultant
8 2 (3.28%) Magento Developer
8 2 (3.28%) Senior Magento Developer
8 2 (3.28%) Storage Presales Consultant
8 2 (3.28%) Virtualisation Consultant
Libraries, Frameworks & Software Standards
1 15 (24.59%) jQuery
2 14 (22.95%) CSS
3 13 (21.31%) HTML
4 10 (16.39%) Web Services
5 8 (13.11%) AngularJS
5 8 (13.11%) J2EE
5 8 (13.11%) REST
5 8 (13.11%) Sass
6 7 (11.48%) HTML5
7 5 (8.20%) LAMP
7 5 (8.20%) Spring
7 5 (8.20%) Spring MVC
7 5 (8.20%) Twitter Bootstrap
7 5 (8.20%) XHTML
8 4 (6.56%) Swing
9 3 (4.92%) JDBC
9 3 (4.92%) JMS
9 3 (4.92%) JSP
9 3 (4.92%) LDAP
9 3 (4.92%) Servlets
Miscellaneous
1 14 (22.95%) Analytical Skills
1 14 (22.95%) Computer Science
2 5 (8.20%) Life Science
3 4 (6.56%) Data Centre
3 4 (6.56%) Management Information System
4 3 (4.92%) User Experience
5 1 (1.64%) Algorithms
5 1 (1.64%) Data Structures
5 1 (1.64%) HoloLens
5 1 (1.64%) Kinect
5 1 (1.64%) Online Games
5 1 (1.64%) Security Operations Centre
Operating Systems
1 17 (27.87%) Linux
2 12 (19.67%) Windows
3 9 (14.75%) Unix
4 4 (6.56%) Windows Server
5 3 (4.92%) HPUX
5 3 (4.92%) Mac OS X
5 3 (4.92%) Solaris
6 1 (1.64%) Windows Server 2003
6 1 (1.64%) Windows Server 2008
6 1 (1.64%) Windows Server 2012
Processes & Methodologies
1 24 (39.34%) SDLC
2 20 (32.79%) E-Commerce
3 17 (27.87%) Agile Software Development
4 14 (22.95%) Bioinformatics
5 12 (19.67%) Continuous Improvement
6 11 (18.03%) Coaching
6 11 (18.03%) Functional Testing
6 11 (18.03%) Mentoring
6 11 (18.03%) Non-Functional Testing
6 11 (18.03%) OO
6 11 (18.03%) Process Improvement
6 11 (18.03%) Software Testing
6 11 (18.03%) Test Automation
7 10 (16.39%) Continuous Integration
7 10 (16.39%) Data Security
7 10 (16.39%) Unit Testing
7 10 (16.39%) Web Development
8 8 (13.11%) Data Analysis
9 7 (11.48%) MVC
9 7 (11.48%) Visualisation
Programming Languages
1 26 (42.62%) Java
2 24 (39.34%) JavaScript
2 24 (39.34%) SQL
3 13 (21.31%) Python
4 12 (19.67%) C#
5 11 (18.03%) Ruby
5 11 (18.03%) VB
6 5 (8.20%) PHP
7 3 (4.92%) Bash Shell
7 3 (4.92%) Perl
7 3 (4.92%) PHP 5
7 3 (4.92%) PowerShell
8 1 (1.64%) C++
Qualifications
1 20 (32.79%) Degree
2 14 (22.95%) Computer Science Degree
3 1 (1.64%) MCSA
3 1 (1.64%) MCSE
3 1 (1.64%) Microsoft Certification
3 1 (1.64%) PhD
Quality Assurance & Compliance
1 14 (22.95%) QA
2 6 (9.84%) SLA
3 3 (4.92%) PCI DSS
4 2 (3.28%) ISO/IEC 27001
System Software
1 7 (11.48%) Docker
2 6 (9.84%) Active Directory
3 4 (6.56%) VMware Infrastructure
4 2 (3.28%) VMware ESXi
4 2 (3.28%) vSphere
5 1 (1.64%) Hyper-V
5 1 (1.64%) XenApp
Systems Management
1 2 (3.28%) CA Single Sign-On
1 2 (3.28%) Nagios
1 2 (3.28%) Nessus
1 2 (3.28%) vCenter Server
Vendors
1 7 (11.48%) Oracle
2 6 (9.84%) Microsoft
3 5 (8.20%) Sun
3 5 (8.20%) VMware
4 3 (4.92%) ATG
4 3 (4.92%) Blue Martini
4 3 (4.92%) Elastic Path
4 3 (4.92%) IBM
5 2 (3.28%) CheckPoint
5 2 (3.28%) Cisco
5 2 (3.28%) CyberArk
5 2 (3.28%) Demandware
5 2 (3.28%) hybris
5 2 (3.28%) NetApp
5 2 (3.28%) Sophos
5 2 (3.28%) Veeam
5 2 (3.28%) Zend
6 1 (1.64%) Citrix
6 1 (1.64%) CommVault
6 1 (1.64%) Interwoven