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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Windows Distributed interNet Applications (DNA)
UK / England
Rank 749 831 855
Rank change year-on-year +82 +24  
Permanent jobs citing DNA 74 91 83
As % of all permanent IT jobs advertised in England 0.093% 0.094% 0.084%
As % of the Processes & Methodologies category 0.10% 0.11% 0.096%
Number of salaries quoted 20 24 55
Median salary £51,250 £47,500 £57,500
Median salary % change year-on-year +7.89% -17.39%  
90% offered a salary of more than £35,029 £35,000 £21,000
10% offered a salary of more than £80,000 £69,250 £75,000
UK excluding London median salary £41,250 £47,500 £57,500
% change year-on-year -13.15% -17.39%  

DNA is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71064 85494 86016
As % of all permanent IT job vacancies advertised in England 89.06% 88.59% 87.00%
Number of salaries quoted 58866 71552 70301
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

DNA
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing DNA as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 March 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 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +57 58 £62,500 +31.57% 7
East of England +27 7 £35,088 - 4
West Midlands +29 3 - -
South East +48 2 £60,000 +100.00%
East Midlands - 2 £42,500 -
South West +15 1 £97,500 +110.81%
North West -17 1 £40,000 -57.89%
DNA
UK

DNA
Top 30 Related IT Skills in England

For the 6 months to 24 March 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 64 (50.39%) Agile Software Development
2 52 (40.94%) JavaScript
3 36 (28.35%) HTML
4 26 (20.47%) Degree
5 24 (18.90%) CSS
6 23 (18.11%) Web Services
6 23 (18.11%) QA
6 23 (18.11%) BDD
7 22 (17.32%) TDD
7 22 (17.32%) HTML5
8 20 (15.75%) Analytical Skills
9 18 (14.17%) Linux
10 17 (13.39%) User Experience
10 17 (13.39%) Continuous Improvement
11 16 (12.60%) Mentoring
11 16 (12.60%) Fintech
11 16 (12.60%) Java
11 16 (12.60%) MySQL
11 16 (12.60%) Web Development
12 15 (11.81%) Amazon AWS
12 15 (11.81%) Python
13 14 (11.02%) E-Commerce
13 14 (11.02%) Scrum
13 14 (11.02%) WebDriver
13 14 (11.02%) Software Testing
13 14 (11.02%) SDET
13 14 (11.02%) Test Strategy
13 14 (11.02%) Mobile App
14 13 (10.24%) ATDD
14 13 (10.24%) Protractor

DNA
Top Related 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 9 (7.09%) Elasticsearch
2 5 (3.94%) OpenStack
2 5 (3.94%) Oracle Workflow
3 2 (1.57%) ColdFusion
4 1 (0.79%) IIS
4 1 (0.79%) SharePoint
4 1 (0.79%) SharePoint 2013
4 1 (0.79%) Skype for Business
Applications
1 5 (3.94%) MS Excel
2 1 (0.79%) MS Office
Cloud Services
1 15 (11.81%) Amazon AWS
2 5 (3.94%) Microsoft Azure
3 3 (2.36%) SaaS
4 2 (1.57%) Cloud Computing
4 2 (1.57%) Slack
4 2 (1.57%) Sumo Logic
Communications & Networking
1 10 (7.87%) TCP/IP
2 9 (7.09%) HTTP
3 7 (5.51%) DNS
4 6 (4.72%) Cisco Nexus
5 4 (3.15%) DHCP
5 4 (3.15%) FTP
5 4 (3.15%) Internet
5 4 (3.15%) Intranet
5 4 (3.15%) VPN
6 3 (2.36%) Wireless
7 2 (1.57%) LDAP
7 2 (1.57%) SMTP
7 2 (1.57%) SNMP
7 2 (1.57%) SSL
8 1 (0.79%) Skype
Database & Business Intelligence
1 16 (12.60%) MySQL
2 13 (10.24%) Data Warehouse
3 11 (8.66%) NoSQL
4 10 (7.87%) Big Data
5 7 (5.51%) Relational Database
5 7 (5.51%) SQL Server
6 6 (4.72%) OLAP
7 4 (3.15%) DB2
7 4 (3.15%) MongoDB
7 4 (3.15%) Oracle ODI
8 3 (2.36%) Data Mart
8 3 (2.36%) Enterprise Data Warehouse
9 2 (1.57%) Hadoop
9 2 (1.57%) OLAP Cube
9 2 (1.57%) OrientDB
9 2 (1.57%) Redis
9 2 (1.57%) Star Schema
10 1 (0.79%) OLTP
10 1 (0.79%) Oracle Database
10 1 (0.79%) QGIS
Development Applications
1 14 (11.02%) WebDriver
2 13 (10.24%) Fiddler
2 13 (10.24%) Protractor
3 11 (8.66%) Git (software)
4 7 (5.51%) JIRA
5 6 (4.72%) Jenkins
6 5 (3.94%) Subversion
7 4 (3.15%) Babel
7 4 (3.15%) GitLab
7 4 (3.15%) Jasmine
7 4 (3.15%) webpack
8 3 (2.36%) Mockito
8 3 (2.36%) Vagrant
9 2 (1.57%) Cucumber
9 2 (1.57%) NUnit
9 2 (1.57%) Selenium
10 1 (0.79%) Ant
10 1 (0.79%) Maven
10 1 (0.79%) TestNG
10 1 (0.79%) WATIR
General
1 13 (10.24%) Marketing
2 9 (7.09%) Finance
3 8 (6.30%) Advertising
3 8 (6.30%) Games
4 5 (3.94%) Back Office
4 5 (3.94%) Retail
4 5 (3.94%) Telecoms
5 2 (1.57%) Legal
5 2 (1.57%) Publishing
6 1 (0.79%) Banking
6 1 (0.79%) Brand Awareness
6 1 (0.79%) Electronics
6 1 (0.79%) Local Government
6 1 (0.79%) Prime Brokerage
Job Titles
1 40 (31.50%) Developer
2 16 (12.60%) Analyst
3 13 (10.24%) QA Engineer
4 11 (8.66%) Business Analyst
5 10 (7.87%) Senior QA Engineer
6 9 (7.09%) Senior Developer
7 7 (5.51%) Mobile Developer
7 7 (5.51%) Software Developer
7 7 (5.51%) Web Developer
8 6 (4.72%) C# Developer
8 6 (4.72%) Cisco Engineer
8 6 (4.72%) Data Business Analyst
8 6 (4.72%) Data Centre Engineer
9 5 (3.94%) .NET Developer
9 5 (3.94%) DevOps Engineer
9 5 (3.94%) Scala Developer
9 5 (3.94%) Senior Analyst
9 5 (3.94%) Senior Manager
9 5 (3.94%) UI Developer
10 4 (3.15%) 1st Line Support Technician
Libraries, Frameworks & Software Standards
1 36 (28.35%) HTML
2 24 (18.90%) CSS
3 23 (18.11%) Web Services
4 22 (17.32%) HTML5
5 11 (8.66%) .NET
6 10 (7.87%) AngularJS
7 9 (7.09%) Sass
8 8 (6.30%) CSS3
9 7 (5.51%) jQuery
10 5 (3.94%) ActiveMQ
10 5 (3.94%) Apache Camel
10 5 (3.94%) Node.js
10 5 (3.94%) spray
11 4 (3.15%) JMS
11 4 (3.15%) Oracle GoldenGate
11 4 (3.15%) Redux
11 4 (3.15%) Twitter Bootstrap
11 4 (3.15%) XHTML
12 3 (2.36%) Dojo
12 3 (2.36%) WPF
Miscellaneous
1 20 (15.75%) Analytical Skills
2 17 (13.39%) User Experience
3 16 (12.60%) Fintech
4 14 (11.02%) Mobile App
5 13 (10.24%) Computer Science
6 6 (4.72%) Data Centre
6 6 (4.72%) NHS
7 3 (2.36%) EPoS
8 2 (1.57%) Data Protection Act
8 2 (1.57%) Driving Licence
8 2 (1.57%) Handset
8 2 (1.57%) Online Games
8 2 (1.57%) Wiki
9 1 (0.79%) FMCG
9 1 (0.79%) Hedge funds
9 1 (0.79%) iPhone
9 1 (0.79%) Management Information System
9 1 (0.79%) Private Cloud
9 1 (0.79%) Social Media
9 1 (0.79%) Virtual Team
Operating Systems
1 18 (14.17%) Linux
2 13 (10.24%) Windows
3 10 (7.87%) Unix
4 7 (5.51%) CentOS
5 6 (4.72%) Apple iOS
6 5 (3.94%) Android
6 5 (3.94%) Red Hat Enterprise Linux
7 2 (1.57%) Windows 10
7 2 (1.57%) Windows 7
8 1 (0.79%) Mac OS X
Processes & Methodologies
1 64 (50.39%) Agile Software Development
2 23 (18.11%) BDD
3 22 (17.32%) TDD
4 17 (13.39%) Continuous Improvement
5 16 (12.60%) Mentoring
5 16 (12.60%) Web Development
6 14 (11.02%) E-Commerce
6 14 (11.02%) Scrum
6 14 (11.02%) Software Testing
6 14 (11.02%) Test Strategy
7 13 (10.24%) ATDD
7 13 (10.24%) Exploratory Testing
8 12 (9.45%) Open Source
8 12 (9.45%) User Stories
9 11 (8.66%) Business Intelligence
10 10 (7.87%) Bioinformatics
10 10 (7.87%) Workflow
11 9 (7.09%) Responsive Web Design
11 9 (7.09%) Software Engineering
12 8 (6.30%) Business Analysis
Programming Languages
1 52 (40.94%) JavaScript
2 16 (12.60%) Java
3 15 (11.81%) Python
4 13 (10.24%) SQL
5 12 (9.45%) C#
6 9 (7.09%) Perl
7 5 (3.94%) Bash Shell
7 5 (3.94%) PowerShell
7 5 (3.94%) Scala
8 4 (3.15%) ES6
8 4 (3.15%) PL/SQL
9 3 (2.36%) C
10 2 (1.57%) VBA
11 1 (0.79%) C++
11 1 (0.79%) Data Analysis Expressions (DAX)
11 1 (0.79%) PHP
11 1 (0.79%) Ruby
Qualifications
1 26 (20.47%) Degree
2 7 (5.51%) CCNA
2 7 (5.51%) Cisco Certification
3 6 (4.72%) CCNP
4 1 (0.79%) A+ Certification
Quality Assurance & Compliance
1 23 (18.11%) QA
2 14 (11.02%) SDET
3 5 (3.94%) Data Quality
4 2 (1.57%) ISO/IEC 27001
System Software
1 9 (7.09%) Docker
2 6 (4.72%) Active Directory
Systems Management
1 7 (5.51%) Puppet
2 5 (3.94%) Ansible
2 5 (3.94%) Opscode Chef
3 4 (3.15%) Salt
4 2 (1.57%) Rundeck
5 1 (0.79%) HP Quality Center
5 1 (0.79%) SCCM
Vendors
1 10 (7.87%) Microsoft
2 9 (7.09%) Oracle
3 7 (5.51%) Cisco
4 6 (4.72%) Fortinet
4 6 (4.72%) Huawei
4 6 (4.72%) Juniper
4 6 (4.72%) Palo Alto
4 6 (4.72%) Remedy
5 5 (3.94%) Serena
5 5 (3.94%) VMware
6 4 (3.15%) Dell
6 4 (3.15%) HP
6 4 (3.15%) Tableau
7 3 (2.36%) RedPrairie
8 2 (1.57%) Google
8 2 (1.57%) New Relic
8 2 (1.57%) PagerDuty
8 2 (1.57%) Salesforce.com
8 2 (1.57%) SaltStack
8 2 (1.57%) Splunk
London
comparethemarket.com
Salary: Up to £95,000 per annum
Posted: 16 hours ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £75,000 per annum
Posted: 16 hours ago
London
Home Office
Salary: Competitive salary & benefits
Posted: 3 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £30,000 per annum
Posted: 16 hours ago
London
ASOS
Posted: 8 days ago
London
Pioneer Search
Salary: £70000.00 - £90000.00 per annum
Posted: 6 days ago
Central London / West End
Gamesys
Posted: 14 days ago
City, London
Harrington Starr
Salary: £100000 - £110000 per annum + Pension, Etc
Posted: 6 days ago