Period
to 22 May 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 May 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 May 2018
Same period 2017 Same period 2016
Rank 323 345 380
Rank change year-on-year +22 +35 +26
Permanent jobs citing DNA 39 13 5
As % of all permanent IT jobs advertised in the East of England 0.32% 0.11% 0.035%
As % of the Processes & Methodologies category 0.35% 0.12% 0.039%
Number of salaries quoted 23 11 0
East of England median annual salary £50,000 £35,088 -
Median salary % change year-on-year +42.50% - -
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -13.04%

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 11,026 10,784 12,797
As % of all permanent IT jobs advertised in the East of England 89.11% 89.29% 89.70%
Number of salaries quoted 8,439 8,706 10,360
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £71,750 £67,500 £67,500
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 May 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 May 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 -14 23 £50,000 +42.50% 6
Hertfordshire +6 16 £42,500 - 1
DNA
England

For the 6 months to 22 May 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 18 (46.15%) Java
2 15 (38.46%) Agile Software Development
3 12 (30.77%) Computer Science
3 12 (30.77%) JavaScript
3 12 (30.77%) SDLC
4 11 (28.21%) QA
4 11 (28.21%) Degree
5 10 (25.64%) Selenium
5 10 (25.64%) Test Automation
5 10 (25.64%) Bioinformatics
5 10 (25.64%) SQL
5 10 (25.64%) Analytical Skills
5 10 (25.64%) Continuous Improvement
6 9 (23.08%) Mentoring
6 9 (23.08%) Python
6 9 (23.08%) E-Commerce
7 8 (20.51%) VB
7 8 (20.51%) C#
7 8 (20.51%) HP UFT
7 8 (20.51%) Ruby
7 8 (20.51%) Software Testing
7 8 (20.51%) jQuery
7 8 (20.51%) Coaching
7 8 (20.51%) Process Improvement
7 8 (20.51%) SpecFlow
7 8 (20.51%) Functional Testing
7 8 (20.51%) Non-Functional Testing
8 7 (17.95%) REST
9 6 (15.38%) Adobe Experience Manager
9 6 (15.38%) AngularJS

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 6 (15.38%) Adobe Experience Manager
2 2 (5.13%) Apache
2 2 (5.13%) Apache Solr
2 2 (5.13%) CoreMedia CMS
2 2 (5.13%) Tomcat
2 2 (5.13%) WebSphere
2 2 (5.13%) WebSphere Application Server
3 1 (2.56%) Elasticsearch
Applications
1 1 (2.56%) MS Visio
Business Applications
1 2 (5.13%) Fredhopper
1 2 (5.13%) Magento
1 2 (5.13%) SAP Hybris
Cloud Services
1 1 (2.56%) Amazon AWS
1 1 (2.56%) Google Analytics
Communications & Networking
1 3 (7.69%) Firewall
2 1 (2.56%) HTTP
2 1 (2.56%) MPLS
2 1 (2.56%) TCP/IP
Database & Business Intelligence
1 4 (10.26%) MySQL
2 3 (7.69%) Relational Database
3 2 (5.13%) Endeca
3 2 (5.13%) PostgreSQL
3 2 (5.13%) Redis
4 1 (2.56%) MongoDB
Development Applications
1 10 (25.64%) Selenium
2 8 (20.51%) HP UFT
2 8 (20.51%) SpecFlow
3 4 (10.26%) Maven
4 2 (5.13%) Cucumber
4 2 (5.13%) Git (software)
4 2 (5.13%) JIRA
4 2 (5.13%) Subversion
General
1 4 (10.26%) Finance
2 2 (5.13%) Games
3 1 (2.56%) Law
3 1 (2.56%) Marketing
3 1 (2.56%) Retail
Job Titles
1 11 (28.21%) Developer
2 8 (20.51%) Quality Engineer
3 6 (15.38%) Java Developer
4 4 (10.26%) Lead Tester
4 4 (10.26%) Python Developer
4 4 (10.26%) Software Developer
4 4 (10.26%) Tester
5 3 (7.69%) Analyst
5 3 (7.69%) E-Commerce Manager
5 3 (7.69%) E-Commerce Support
5 3 (7.69%) Support Manager
6 2 (5.13%) Architect
6 2 (5.13%) Consultant
6 2 (5.13%) CyberArk Consultant
6 2 (5.13%) J2EE Developer
6 2 (5.13%) Java/J2EE Developer
6 2 (5.13%) Security Analyst
6 2 (5.13%) Security Consultant
6 2 (5.13%) Solutions Architect
7 1 (2.56%) Lead Developer
Libraries, Frameworks & Software Standards
1 8 (20.51%) jQuery
2 7 (17.95%) REST
3 6 (15.38%) AngularJS
3 6 (15.38%) J2EE
3 6 (15.38%) Spring
3 6 (15.38%) Web Services
4 5 (12.82%) CSS
5 4 (10.26%) Sass
5 4 (10.26%) Spring MVC
5 4 (10.26%) Twitter Bootstrap
6 3 (7.69%) HTML
7 2 (5.13%) Ajax
7 2 (5.13%) Java EE
7 2 (5.13%) JDBC
7 2 (5.13%) JSON
7 2 (5.13%) JSP
7 2 (5.13%) Servlets
7 2 (5.13%) SOAP
7 2 (5.13%) Struts
7 2 (5.13%) XML
Miscellaneous
1 12 (30.77%) Computer Science
2 10 (25.64%) Analytical Skills
3 4 (10.26%) User Experience
4 2 (5.13%) Client/Server
4 2 (5.13%) Enterprise Software
4 2 (5.13%) Self-Motivation
5 1 (2.56%) Data Centre
5 1 (2.56%) Data Structures
5 1 (2.56%) Management Information System
5 1 (2.56%) Security Operations Centre
Operating Systems
1 6 (15.38%) Unix
2 5 (12.82%) Linux
3 4 (10.26%) Windows
Processes & Methodologies
1 15 (38.46%) Agile Software Development
2 12 (30.77%) SDLC
3 10 (25.64%) Bioinformatics
3 10 (25.64%) Continuous Improvement
3 10 (25.64%) Test Automation
4 9 (23.08%) E-Commerce
4 9 (23.08%) Mentoring
5 8 (20.51%) Coaching
5 8 (20.51%) Functional Testing
5 8 (20.51%) Non-Functional Testing
5 8 (20.51%) Process Improvement
5 8 (20.51%) Software Testing
6 6 (15.38%) Biology
6 6 (15.38%) Data Analysis
6 6 (15.38%) Mathematics
6 6 (15.38%) Statistical Analysis
6 6 (15.38%) Unit Testing
7 5 (12.82%) Continuous Integration
7 5 (12.82%) Data Science
7 5 (12.82%) TDD
Programming Languages
1 18 (46.15%) Java
2 12 (30.77%) JavaScript
3 10 (25.64%) SQL
4 9 (23.08%) Python
5 8 (20.51%) C#
5 8 (20.51%) Ruby
5 8 (20.51%) VB
6 5 (12.82%) R
Qualifications
1 11 (28.21%) Degree
2 6 (15.38%) PhD
3 5 (12.82%) Computer Science Degree
Quality Assurance & Compliance
1 11 (28.21%) QA
2 4 (10.26%) SLA
3 3 (7.69%) PCI DSS
4 2 (5.13%) ISO/IEC 27001
System Software
1 2 (5.13%) Active Directory
1 2 (5.13%) VMware ESXi
1 2 (5.13%) VMware Infrastructure
1 2 (5.13%) vSphere
2 1 (2.56%) Docker
Systems Management
1 2 (5.13%) CA Single Sign-On
1 2 (5.13%) Nagios
1 2 (5.13%) Nessus
1 2 (5.13%) vCenter Server
2 1 (2.56%) Kubernetes
Vendors
1 4 (10.26%) Oracle
1 4 (10.26%) Sun
2 2 (5.13%) Adobe
2 2 (5.13%) Blue Martini
2 2 (5.13%) CheckPoint
2 2 (5.13%) CyberArk
2 2 (5.13%) Demandware
2 2 (5.13%) Elastic Path
2 2 (5.13%) hybris
2 2 (5.13%) IBM
2 2 (5.13%) SAP
2 2 (5.13%) Sophos
2 2 (5.13%) VMware
2 2 (5.13%) Zscaler
3 1 (2.56%) Google
3 1 (2.56%) Monetate
3 1 (2.56%) Optimizely
3 1 (2.56%) Qubit