The following table provides summary statistics for permanent job vacancies 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 824 757 810
Rank change year-on-year -67 +53  
Permanent jobs citing DNA 46 156 178
As % of all permanent IT jobs advertised in the UK 0.052% 0.16% 0.16%
As % of the Processes & Methodologies category 0.058% 0.18% 0.18%
Number of salaries quoted 39 50 46
Median salary £45,500 £62,500 £60,000
Median salary % change year-on-year -27.20% +4.16%  
90% offered a salary of more than £26,500 £45,000 £31,000
10% offered a salary of more than £80,000 £100,000 £75,000
UK excluding London median salary £45,250 £50,000 £35,000
% change year-on-year -9.50% +42.85%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

DNA
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

DNA
Salary Trend

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

Salary trend for DNA in the UK

DNA
Salary Histogram

The salary distribution of IT jobs citing DNA over the 3 months to 23 June 2017.

Salary histogram for DNA in the UK

DNA
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the UK over the 3 months to 23 June 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
England -57 46 £45,500 -27.20% 5
London -93 22 £67,500 - 2
South East +48 8 £57,500 +15.00% 1
Manchester -13 7 £31,250 -67.10%
North West -36 7 £31,250 -67.10%
West Midlands +19 6 £45,000 +38.46%
Birmingham - 5 £45,000 -
Berkshire - 4 £77,500 -
Kent - 4 £50,000 - 1
East of England 0 3 £35,614 - 2
City of London -3 3 £26,500 -62.14%
Reading - 3 £82,500 -
Cambridgeshire - 3 £35,614 - 2
Solihull - 1 - -
Sittingbourne - 1 £52,500 - 1

For the 6 months to 23 June 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 with a requirement for DNA.

1 47 (39.50%) JavaScript
1 47 (39.50%) Agile Software Development
2 31 (26.05%) HTML
3 29 (24.37%) SQL
3 29 (24.37%) CSS
3 29 (24.37%) Degree
4 20 (16.81%) Web Services
4 20 (16.81%) BDD
5 19 (15.97%) Analytical Skills
5 19 (15.97%) TDD
6 18 (15.13%) QA
7 17 (14.29%) jQuery
7 17 (14.29%) C#
7 17 (14.29%) Finance
8 16 (13.45%) Mentoring
8 16 (13.45%) NoSQL
9 15 (12.61%) Scrum
9 15 (12.61%) MySQL
9 15 (12.61%) Git (software)
10 14 (11.76%) Linux
10 14 (11.76%) Python
11 13 (10.92%) Web Development
11 13 (10.92%) Marketing
11 13 (10.92%) HTML5
11 13 (10.92%) User Experience
11 13 (10.92%) SDET
12 12 (10.08%) Protractor
12 12 (10.08%) Twitter Bootstrap
12 12 (10.08%) WebDriver
12 12 (10.08%) Test Strategy

DNA
Co-occurring IT Skills 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 7 (5.88%) OpenStack
2 6 (5.04%) SharePoint
3 5 (4.20%) SharePoint 2013
3 5 (4.20%) Skype for Business
4 4 (3.36%) Apache
4 4 (3.36%) Oracle Workflow
5 3 (2.52%) nginx
5 3 (2.52%) Tomcat
6 2 (1.68%) ColdFusion
7 1 (0.84%) Exchange Server 2003
7 1 (0.84%) IBM Notes
7 1 (0.84%) MS Exchange
7 1 (0.84%) SAS
Applications
1 10 (8.40%) Microsoft Excel
2 4 (3.36%) Microsoft Project
3 2 (1.68%) Microsoft Office
4 1 (0.84%) Microsoft PowerPoint
4 1 (0.84%) SPSS
Cloud Services
1 9 (7.56%) Amazon AWS
2 7 (5.88%) Microsoft Azure
3 4 (3.36%) Cloud Computing
3 4 (3.36%) SaaS
3 4 (3.36%) Slack
3 4 (3.36%) Sumo Logic
4 2 (1.68%) Office 365
5 1 (0.84%) Force.com
Communications & Networking
1 8 (6.72%) Cisco Nexus
2 5 (4.20%) Intranet
2 5 (4.20%) Skype
3 2 (1.68%) HTTP
4 1 (0.84%) Cisco ASA
4 1 (0.84%) DHCP
4 1 (0.84%) DNS
4 1 (0.84%) Firewall
4 1 (0.84%) IPsec
4 1 (0.84%) IPv4
4 1 (0.84%) Network Security
4 1 (0.84%) Remote Desktop
4 1 (0.84%) SAN
4 1 (0.84%) SSL
4 1 (0.84%) TCP/IP
4 1 (0.84%) VPN
Database & Business Intelligence
1 16 (13.45%) NoSQL
2 15 (12.61%) MySQL
3 9 (7.56%) Relational Database
4 8 (6.72%) Data Warehouse
5 7 (5.88%) MongoDB
6 6 (5.04%) Big Data
7 5 (4.20%) SQL Server
8 4 (3.36%) PostgreSQL
9 3 (2.52%) OLAP
10 2 (1.68%) OLAP Cube
10 2 (1.68%) SQL Server 2008
10 2 (1.68%) SQL Server 2014
10 2 (1.68%) Star Schema
11 1 (0.84%) Enterprise Data Warehouse
11 1 (0.84%) Oracle ODI
11 1 (0.84%) Power BI
11 1 (0.84%) QGIS
11 1 (0.84%) SQL Server 2012
11 1 (0.84%) SQL Server 2016
11 1 (0.84%) SQL Server Analysis Services
Development Applications
1 15 (12.61%) Git (software)
2 12 (10.08%) Fiddler
2 12 (10.08%) Protractor
2 12 (10.08%) WebDriver
3 9 (7.56%) NUnit
4 4 (3.36%) Jenkins
5 3 (2.52%) Mockito
5 3 (2.52%) RSpec
5 3 (2.52%) Subversion
5 3 (2.52%) TestNG
6 2 (1.68%) Babel
6 2 (1.68%) Jasmine
6 2 (1.68%) webpack
7 1 (0.84%) Capybara
7 1 (0.84%) Cucumber
7 1 (0.84%) SpecFlow
7 1 (0.84%) SQL Server Management Studio (SSMS)
7 1 (0.84%) Team Foundation Server
7 1 (0.84%) TeamCity
7 1 (0.84%) WATIR
General
1 17 (14.29%) Finance
2 13 (10.92%) Marketing
3 7 (5.88%) Games
4 5 (4.20%) Back Office
4 5 (4.20%) Retail
5 3 (2.52%) Telecoms
6 2 (1.68%) Publishing
7 1 (0.84%) Brand Awareness
7 1 (0.84%) Legal
7 1 (0.84%) Local Government
Job Titles
1 46 (38.66%) Developer
2 14 (11.76%) Analyst
3 12 (10.08%) QA Engineer
4 10 (8.40%) C# Developer
4 10 (8.40%) Senior Developer
5 8 (6.72%) Business Analyst
5 8 (6.72%) Cisco Engineer
5 8 (6.72%) Data Centre Engineer
5 8 (6.72%) HTML CSS Developer
5 8 (6.72%) HTML Developer
5 8 (6.72%) JavaScript Developer
5 8 (6.72%) SQL Developer
6 7 (5.88%) Senior QA Engineer
7 6 (5.04%) .NET Developer
7 6 (5.04%) Web Developer
8 5 (4.20%) SharePoint Developer
8 5 (4.20%) Software Developer
8 5 (4.20%) UI Developer
9 4 (3.36%) Business Manager
9 4 (3.36%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 31 (26.05%) HTML
2 29 (24.37%) CSS
3 20 (16.81%) Web Services
4 17 (14.29%) jQuery
5 13 (10.92%) HTML5
6 12 (10.08%) Twitter Bootstrap
7 9 (7.56%) AngularJS
7 9 (7.56%) KnockoutJS
7 9 (7.56%) NancyFx
7 9 (7.56%) OpenRasta
8 8 (6.72%) .NET
9 7 (5.88%) RabbitMQ
9 7 (5.88%) Sass
9 7 (5.88%) Spring
10 5 (4.20%) ASP.NET
10 5 (4.20%) CSS3
11 4 (3.36%) JSON
11 4 (3.36%) Kafka
11 4 (3.36%) Lucene
11 4 (3.36%) Spring Boot
Miscellaneous
1 19 (15.97%) Analytical Skills
2 13 (10.92%) User Experience
3 10 (8.40%) Computer Science
3 10 (8.40%) Mobile App
4 9 (7.56%) Data Centre
5 7 (5.88%) Fintech
6 4 (3.36%) Greenfield Project
7 3 (2.52%) EPoS
8 2 (1.68%) Data Protection Act
8 2 (1.68%) Handset
8 2 (1.68%) NHS
8 2 (1.68%) Online Games
9 1 (0.84%) Fat Client
9 1 (0.84%) HP StoreVirtual
9 1 (0.84%) iPad
9 1 (0.84%) Private Cloud
9 1 (0.84%) Thin Client
Operating Systems
1 14 (11.76%) Linux
2 9 (7.56%) Windows
3 6 (5.04%) Apple iOS
3 6 (5.04%) Unix
4 5 (4.20%) Android
5 3 (2.52%) CentOS
5 3 (2.52%) Red Hat Enterprise Linux
6 2 (1.68%) Windows Server
6 2 (1.68%) Windows Server 2008
6 2 (1.68%) Windows Server 2012
7 1 (0.84%) Windows 7
7 1 (0.84%) Windows 8
7 1 (0.84%) Windows Server 2003
Processes & Methodologies
1 47 (39.50%) Agile Software Development
2 20 (16.81%) BDD
3 19 (15.97%) TDD
4 16 (13.45%) Mentoring
5 15 (12.61%) Scrum
6 13 (10.92%) SDET
6 13 (10.92%) Web Development
7 12 (10.08%) ATDD
7 12 (10.08%) Exploratory Testing
7 12 (10.08%) Software Testing
7 12 (10.08%) Test Strategy
8 11 (9.24%) E-Commerce
8 11 (9.24%) User Stories
9 10 (8.40%) Business Intelligence
10 9 (7.56%) Functional Programming
10 9 (7.56%) Low Latency
10 9 (7.56%) Open Source
11 8 (6.72%) Continuous Improvement
11 8 (6.72%) Data Visualisation
11 8 (6.72%) Visualisation
Programming Languages
1 47 (39.50%) JavaScript
2 29 (24.37%) SQL
3 17 (14.29%) C#
4 14 (11.76%) Python
5 9 (7.56%) VBA
6 8 (6.72%) Java
7 6 (5.04%) Perl
8 5 (4.20%) C
8 5 (4.20%) PowerShell
9 4 (3.36%) Delphi
9 4 (3.36%) PHP
9 4 (3.36%) Ruby
10 3 (2.52%) Bash Shell
11 2 (1.68%) ES6
11 2 (1.68%) T-SQL
12 1 (0.84%) Apex Code
12 1 (0.84%) Data Analysis Expressions (DAX)
12 1 (0.84%) PL/SQL
12 1 (0.84%) R
Qualifications
1 29 (24.37%) Degree
2 8 (6.72%) CCNA
2 8 (6.72%) CCNP
2 8 (6.72%) Cisco Certification
3 5 (4.20%) Computer Science Degree
4 4 (3.36%) Microsoft Certification
5 3 (2.52%) MCSA
5 3 (2.52%) MCSE
6 1 (0.84%) MCITP
6 1 (0.84%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 18 (15.13%) QA
2 3 (2.52%) Data Quality
2 3 (2.52%) PMO
2 3 (2.52%) SLA
3 1 (0.84%) IFRS
3 1 (0.84%) ISO 22301
3 1 (0.84%) ISO/IEC 27001
3 1 (0.84%) PCI DSS
System Software
1 5 (4.20%) VMware Infrastructure
2 2 (1.68%) Active Directory
2 2 (1.68%) Docker
2 2 (1.68%) XenApp
3 1 (0.84%) Forefront TMG
3 1 (0.84%) Hyper-V
3 1 (0.84%) ISA Server
3 1 (0.84%) Microsoft Virtual Server
3 1 (0.84%) Terminal Services
3 1 (0.84%) Virtual Servers
3 1 (0.84%) VMware ESXi
3 1 (0.84%) vSphere
3 1 (0.84%) XenDesktop
Systems Management
1 3 (2.52%) Opscode Chef
1 3 (2.52%) Puppet
2 2 (1.68%) Rundeck
2 2 (1.68%) Salt
2 2 (1.68%) SCOM
3 1 (0.84%) Ansible
3 1 (0.84%) SCCM
3 1 (0.84%) WSUS
Vendors
1 10 (8.40%) VMware
2 9 (7.56%) Cisco
3 8 (6.72%) Fortinet
3 8 (6.72%) Huawei
3 8 (6.72%) Juniper
3 8 (6.72%) Palo Alto
4 7 (5.88%) Tableau
5 5 (4.20%) Oracle
5 5 (4.20%) Salesforce.com
6 4 (3.36%) Microsoft
6 4 (3.36%) New Relic
6 4 (3.36%) PagerDuty
6 4 (3.36%) Serena
6 4 (3.36%) Splunk
7 3 (2.52%) CA
7 3 (2.52%) Cadence
8 2 (1.68%) Citrix
8 2 (1.68%) Google
8 2 (1.68%) NetApp
8 2 (1.68%) Remedy
London
Comparethemarket.com
Salary: Up to £60,000
Posted: 7 days ago
Sittingbourne, Kent
Recruitment Genius
Posted: 6 days ago
Peterborough
Comparethemarket.com
Salary: Highly Competitive
Posted: 7 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Highly Competitive
Posted: 7 days ago
London
ASOS
Salary: £0 - £90,000 per year
Posted: 23 days ago