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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Windows Distributed interNet Applications (DNA)
UK
Rank 789 852 879
Rank change year-on-year +63 +27  
Permanent jobs citing DNA 76 89 82
As % of all permanent IT jobs advertised in the UK 0.091% 0.087% 0.078%
As % of the Processes & Methodologies category 0.10% 0.098% 0.090%
Number of salaries quoted 20 20 53
Median salary £60,000 £47,500 £57,500
Median salary % change year-on-year +26.31% -17.39%  
90% offered a salary of more than £35,029 £34,500 £21,000
10% offered a salary of more than £71,000 £52,500 £75,000
UK excluding London median salary £41,250 £45,000 £57,500
% change year-on-year -8.33% -21.73%  

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 74701 90545 91461
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.48% 87.02%
Number of salaries quoted 61327 74932 73985
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 22 March 2017.

Salary histogram for DNA in the UK

DNA
Top 22 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 22 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
England +94 74 £51,250 +7.89% 7
London +59 58 £62,500 +31.57% 6
East of England +29 7 £35,088 - 1
Cambridge - 6 £35,088 -
Cambridgeshire - 6 £35,088 -
West Midlands +32 3 - -
Staffordshire - 3 - -
Croydon - 3 - -
Stafford - 3 - -
South East +45 2 £60,000 +100.00%
East Midlands - 2 £42,500 -
Northampton - 2 £42,500 -
Northamptonshire - 2 £42,500 -
Buckinghamshire - 2 £60,000 -
Milton Keynes - 2 £60,000 -
South West +13 1 £97,500 +110.81%
North West - 1 £40,000 -
Exeter - 1 £97,500 -
Hemel Hempstead - 1 - -
Devon - 1 £97,500 -
Manchester - 1 £40,000 -
Hertfordshire - 1 - -

DNA
Top 30 Related IT Skills

For the 6 months to 22 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 with a requirement for DNA.

1 66 (50.38%) Agile Software Development
2 51 (38.93%) JavaScript
3 35 (26.72%) HTML
4 25 (19.08%) Degree
5 23 (17.56%) QA
5 23 (17.56%) Web Services
5 23 (17.56%) BDD
6 22 (16.79%) HTML5
6 22 (16.79%) Analytical Skills
6 22 (16.79%) CSS
6 22 (16.79%) TDD
7 18 (13.74%) Linux
7 18 (13.74%) Continuous Improvement
8 17 (12.98%) Mentoring
8 17 (12.98%) Fintech
9 16 (12.21%) User Experience
9 16 (12.21%) Java
9 16 (12.21%) MySQL
10 15 (11.45%) Python
10 15 (11.45%) E-Commerce
10 15 (11.45%) Web Development
10 15 (11.45%) Mobile App
10 15 (11.45%) Amazon AWS
11 14 (10.69%) WebDriver
11 14 (10.69%) Test Strategy
11 14 (10.69%) SDET
11 14 (10.69%) Software Testing
12 13 (9.92%) Marketing
12 13 (9.92%) Computer Science
12 13 (9.92%) Fiddler

DNA
Top Related 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 9 (6.87%) Elasticsearch
2 5 (3.82%) OpenStack
2 5 (3.82%) Oracle Workflow
3 2 (1.53%) ColdFusion
4 1 (0.76%) IIS
4 1 (0.76%) MS Exchange
Applications
1 6 (4.58%) MS Excel
2 1 (0.76%) MS Office
Business Applications
1 1 (0.76%) Dynamics AX
Cloud Services
1 15 (11.45%) Amazon AWS
2 5 (3.82%) Microsoft Azure
3 3 (2.29%) Cloud Computing
3 3 (2.29%) SaaS
4 2 (1.53%) Slack
4 2 (1.53%) Sumo Logic
Communications & Networking
1 10 (7.63%) TCP/IP
2 9 (6.87%) HTTP
3 8 (6.11%) Cisco Nexus
4 7 (5.34%) DNS
5 5 (3.82%) Internet
6 4 (3.05%) DHCP
6 4 (3.05%) FTP
6 4 (3.05%) VPN
7 3 (2.29%) Intranet
7 3 (2.29%) Wireless
8 2 (1.53%) LDAP
8 2 (1.53%) SMTP
8 2 (1.53%) SNMP
8 2 (1.53%) SSL
9 1 (0.76%) Firewall
9 1 (0.76%) LAN
9 1 (0.76%) Unified Communications
9 1 (0.76%) VoIP
9 1 (0.76%) WAN
Database & Business Intelligence
1 16 (12.21%) MySQL
2 13 (9.92%) Data Warehouse
3 11 (8.40%) Big Data
4 10 (7.63%) NoSQL
5 7 (5.34%) Relational Database
5 7 (5.34%) SQL Server
6 6 (4.58%) OLAP
7 4 (3.05%) DB2
7 4 (3.05%) MongoDB
7 4 (3.05%) Oracle ODI
8 3 (2.29%) Data Mart
8 3 (2.29%) Enterprise Data Warehouse
9 2 (1.53%) Hadoop
9 2 (1.53%) OLAP Cube
9 2 (1.53%) OrientDB
9 2 (1.53%) Redis
9 2 (1.53%) Star Schema
10 1 (0.76%) OLTP
10 1 (0.76%) Oracle Database
10 1 (0.76%) QGIS
Development Applications
1 14 (10.69%) WebDriver
2 13 (9.92%) Fiddler
2 13 (9.92%) Protractor
3 10 (7.63%) Git (software)
4 7 (5.34%) JIRA
5 6 (4.58%) Jenkins
6 5 (3.82%) Subversion
7 4 (3.05%) Babel
7 4 (3.05%) GitLab
7 4 (3.05%) Jasmine
7 4 (3.05%) webpack
8 3 (2.29%) Mockito
8 3 (2.29%) Vagrant
9 2 (1.53%) Cucumber
9 2 (1.53%) Selenium
10 1 (0.76%) Ant
10 1 (0.76%) Maven
10 1 (0.76%) NUnit
10 1 (0.76%) TestNG
10 1 (0.76%) WATIR
General
1 13 (9.92%) Marketing
2 9 (6.87%) Finance
3 8 (6.11%) Advertising
3 8 (6.11%) Games
4 6 (4.58%) Retail
5 5 (3.82%) Back Office
5 5 (3.82%) Telecoms
6 2 (1.53%) Banking
6 2 (1.53%) Legal
6 2 (1.53%) Publishing
7 1 (0.76%) Brand Awareness
7 1 (0.76%) Electronics
7 1 (0.76%) Local Government
7 1 (0.76%) Manufacturing
7 1 (0.76%) Prime Brokerage
7 1 (0.76%) Retail Banking
Job Titles
1 38 (29.01%) Developer
2 16 (12.21%) Analyst
3 13 (9.92%) QA Engineer
4 11 (8.40%) Business Analyst
5 10 (7.63%) Senior QA Engineer
6 8 (6.11%) Cisco Engineer
6 8 (6.11%) Data Centre Engineer
6 8 (6.11%) Senior Developer
7 7 (5.34%) Mobile Developer
7 7 (5.34%) Software Developer
7 7 (5.34%) Web Developer
8 6 (4.58%) C# Developer
8 6 (4.58%) Data Business Analyst
9 5 (3.82%) .NET Developer
9 5 (3.82%) C# .NET Developer
9 5 (3.82%) DevOps Engineer
9 5 (3.82%) Scala Developer
9 5 (3.82%) Senior Analyst
9 5 (3.82%) Senior Manager
10 4 (3.05%) C# GUI Developer
Libraries, Frameworks & Software Standards
1 35 (26.72%) HTML
2 23 (17.56%) Web Services
3 22 (16.79%) CSS
3 22 (16.79%) HTML5
4 11 (8.40%) .NET
5 9 (6.87%) AngularJS
6 8 (6.11%) Sass
7 7 (5.34%) CSS3
8 5 (3.82%) ActiveMQ
8 5 (3.82%) Apache Camel
8 5 (3.82%) jQuery
8 5 (3.82%) Node.js
8 5 (3.82%) spray
9 4 (3.05%) JMS
9 4 (3.05%) Oracle GoldenGate
9 4 (3.05%) Redux
9 4 (3.05%) WPF
9 4 (3.05%) XHTML
10 3 (2.29%) Akka
10 3 (2.29%) Twitter Bootstrap
Miscellaneous
1 22 (16.79%) Analytical Skills
2 17 (12.98%) Fintech
3 16 (12.21%) User Experience
4 15 (11.45%) Mobile App
5 13 (9.92%) Computer Science
6 8 (6.11%) Data Centre
7 6 (4.58%) NHS
8 3 (2.29%) EPoS
9 2 (1.53%) Data Protection Act
9 2 (1.53%) Driving Licence
9 2 (1.53%) Handset
9 2 (1.53%) Online Games
9 2 (1.53%) Wiki
10 1 (0.76%) FMCG
10 1 (0.76%) Hedge funds
10 1 (0.76%) iPhone
10 1 (0.76%) Management Information System
10 1 (0.76%) Private Cloud
10 1 (0.76%) Social Media
10 1 (0.76%) Virtual Team
Operating Systems
1 18 (13.74%) Linux
2 13 (9.92%) Windows
3 10 (7.63%) Unix
4 7 (5.34%) CentOS
5 6 (4.58%) Apple iOS
6 5 (3.82%) Android
6 5 (3.82%) Red Hat Enterprise Linux
7 2 (1.53%) Windows 10
7 2 (1.53%) Windows 7
8 1 (0.76%) Mac OS X
Processes & Methodologies
1 66 (50.38%) Agile Software Development
2 23 (17.56%) BDD
3 22 (16.79%) TDD
4 18 (13.74%) Continuous Improvement
5 17 (12.98%) Mentoring
6 15 (11.45%) E-Commerce
6 15 (11.45%) Web Development
7 14 (10.69%) Software Testing
7 14 (10.69%) Test Strategy
8 13 (9.92%) ATDD
8 13 (9.92%) Exploratory Testing
8 13 (9.92%) Scrum
9 12 (9.16%) Business Intelligence
9 12 (9.16%) Open Source
9 12 (9.16%) User Stories
10 10 (7.63%) Bioinformatics
10 10 (7.63%) Software Engineering
10 10 (7.63%) Workflow
11 8 (6.11%) Business Analysis
11 8 (6.11%) Use Case
Programming Languages
1 51 (38.93%) JavaScript
2 16 (12.21%) Java
3 15 (11.45%) Python
4 12 (9.16%) C#
4 12 (9.16%) SQL
5 9 (6.87%) Perl
6 5 (3.82%) Bash Shell
6 5 (3.82%) PowerShell
6 5 (3.82%) Scala
7 4 (3.05%) ES6
7 4 (3.05%) PL/SQL
8 3 (2.29%) C
9 1 (0.76%) C++
9 1 (0.76%) Data Analysis Expressions (DAX)
9 1 (0.76%) PHP
9 1 (0.76%) Ruby
9 1 (0.76%) VBA
Qualifications
1 25 (19.08%) Degree
2 9 (6.87%) CCNA
2 9 (6.87%) Cisco Certification
3 8 (6.11%) CCNP
4 1 (0.76%) A+ Certification
Quality Assurance & Compliance
1 23 (17.56%) QA
2 14 (10.69%) SDET
3 5 (3.82%) Data Quality
4 2 (1.53%) ISO/IEC 27001
System Software
1 9 (6.87%) Docker
2 7 (5.34%) Active Directory
3 1 (0.76%) VMware Infrastructure
Systems Management
1 7 (5.34%) Puppet
2 5 (3.82%) Ansible
2 5 (3.82%) Opscode Chef
3 4 (3.05%) Salt
4 2 (1.53%) Rundeck
5 1 (0.76%) HP Quality Center
5 1 (0.76%) SCCM
Vendors
1 13 (9.92%) Microsoft
2 10 (7.63%) Oracle
3 9 (6.87%) Cisco
3 9 (6.87%) Fortinet
4 8 (6.11%) Huawei
4 8 (6.11%) Juniper
4 8 (6.11%) Palo Alto
5 6 (4.58%) Remedy
5 6 (4.58%) VMware
6 5 (3.82%) Serena
7 4 (3.05%) Dell
7 4 (3.05%) HP
7 4 (3.05%) Tableau
8 3 (2.29%) Google
8 3 (2.29%) RedPrairie
9 2 (1.53%) New Relic
9 2 (1.53%) PagerDuty
9 2 (1.53%) Salesforce.com
9 2 (1.53%) SaltStack
9 2 (1.53%) Splunk
London
Home Office
Salary: Competitive salary & benefits
Posted: 2 days ago
London
ASOS
Posted: 7 days ago
London
Pioneer Search
Salary: £70000.00 - £90000.00 per annum
Posted: 5 days ago
Central London / West End
Gamesys
Posted: 13 days ago
City, London
Harrington Starr
Salary: £100000 - £110000 per annum + Pension, Etc
Posted: 5 days ago