The table below looks at the statistics for DNA skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited DNA over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Windows Distributed interNet Applications (DNA)
Rank 820 867 934
Rank change year-on-year
+47 +67
Permanent jobs citing DNA 91 114 67
As % of all permanent IT jobs located in the UK 0.093% 0.10% 0.057%
As % of the Processes & Methodologies category 0.11% 0.12% 0.067%
Number of salaries quoted 37 26 12
Median salary £49,500 £33,750 £38,500
Median salary % change year-on-year
+46.66% -12.33%
90% offered a salary of more than £40,000 £27,500 £37,000
10% offered a salary of more than £100,000 £75,000 £87,000
UK excluding London median salary £45,000 £32,500 £38,500
% change year-on-year
+38.46% -15.58%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86036 95697 100006
As % of all permanent IT jobs located in the UK 87.86% 87.27% 85.36%
Number of salaries quoted 71823 78372 80573
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

DNA
Jobs Demand Trend

The demand trend of job ads citing DNA as a proportion of all IT jobs with a match in the Processes & Methodologies category.

DNA Jobs Demand Trend in the UK

DNA
Salary Trend

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

DNA Salary Trend in the UK

DNA
Salary Histogram

This chart provides a salary histogram for IT jobs citing DNA over the 3 months to 30 July 2016 within the UK.

DNA Salary Histogram in the UK

DNA
Top 18 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 30 July 2016. 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
(Click see detailed
statistics and trends)
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 +19 91 £49,500 +46.66% 13
London +84 83 £49,500 -34.00% 5
City of London +93 22 £70,000 +154.54% 1
South East -38 3 £50,000 +81.81% 2
West Midlands +2 2 £32,500 +4.00%
Oxfordshire - 2 £50,000 - 1
Oxford - 2 £50,000 - 1
East of England +21 1 £40,000 -15.78% 6
East Midlands +1 1 - -
Birmingham -14 1 - -
North West - 1 £95,000 -
Derby - 1 - -
Basingstoke - 1 £27,500 -
Bury St Edmunds - 1 £40,000 - 1
Derbyshire - 1 - -
Manchester - 1 £95,000 -
Hampshire - 1 £27,500 -
Suffolk - 1 £40,000 - 1

DNA
Top 30 Related IT Skills

For the 6 months to 30 July 2016, 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 75 (34.40%) Games
2 73 (33.49%) Fintech
3 62 (28.44%) Degree
4 59 (27.06%) SQL
5 56 (25.69%) Marketing
6 55 (25.23%) Agile Software Development
7 50 (22.94%) Analytical Skills
7 50 (22.94%) Online Games
8 45 (20.64%) Relational Database
9 43 (19.72%) Performance Tuning
10 42 (19.27%) Linux
11 40 (18.35%) Data Warehouse
12 39 (17.89%) Telecoms
13 38 (17.43%) QA
13 38 (17.43%) Python
14 36 (16.51%) Scrum
15 34 (15.60%) Oracle
16 33 (15.14%) PL/SQL
17 32 (14.68%) JavaScript
17 32 (14.68%) Analytics
18 31 (14.22%) User Experience
18 31 (14.22%) Windows
18 31 (14.22%) E-Commerce
18 31 (14.22%) Finance
19 29 (13.30%) Enterprise Software
19 29 (13.30%) Information Architecture
20 28 (12.84%) Computer Science
21 27 (12.39%) MS Excel
21 27 (12.39%) HTML
21 27 (12.39%) Java

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 (4.13%) MS Exchange
2 8 (3.67%) Exchange Server 2007
2 8 (3.67%) Exchange Server 2010
2 8 (3.67%) Exchange Server 2013
2 8 (3.67%) Office Communications Server
2 8 (3.67%) Skype for Business
3 7 (3.21%) CMS
4 3 (1.38%) Blackberry Enterprise Server
4 3 (1.38%) IIS
5 1 (0.46%) Apache
5 1 (0.46%) Apache Solr
5 1 (0.46%) Confluence
5 1 (0.46%) Elasticsearch
5 1 (0.46%) SAS
5 1 (0.46%) Sitecore CMS
5 1 (0.46%) Tomcat
Applications
1 27 (12.39%) MS Excel
2 22 (10.09%) Adobe Illustrator
2 22 (10.09%) Photoshop
3 21 (9.63%) Fireworks
4 14 (6.42%) InVision
4 14 (6.42%) UserZoom
5 8 (3.67%) 3ds Max
5 8 (3.67%) Adobe Creative Suite
5 8 (3.67%) Maya
5 8 (3.67%) MS Visio
6 6 (2.75%) MS Office
7 4 (1.83%) MS PowerPoint
8 2 (0.92%) Mathematica
Business Applications
1 1 (0.46%) Oracle Procure-to-Pay
1 1 (0.46%) Remedy ITSM
Cloud Services
1 7 (3.21%) Amazon AWS
1 7 (3.21%) Google Analytics
2 2 (0.92%) Amazon ElastiCache
2 2 (0.92%) AWS CloudFormation
2 2 (0.92%) AWS Elastic Beanstalk
2 2 (0.92%) IaaS
2 2 (0.92%) Microsoft Azure
2 2 (0.92%) PaaS
2 2 (0.92%) Route 53
2 2 (0.92%) SaaS
Communications & Networking
1 20 (9.17%) DNS
2 14 (6.42%) Firewall
3 8 (3.67%) Intranet
4 5 (2.29%) Internet
5 4 (1.83%) HTTP
5 4 (1.83%) TCP/IP
6 3 (1.38%) LAN
6 3 (1.38%) SAN
6 3 (1.38%) WAN
7 2 (0.92%) BGP
7 2 (0.92%) DWDM
7 2 (0.92%) EIGRP
7 2 (0.92%) Gigabit Ethernet
7 2 (0.92%) MPLS
7 2 (0.92%) OSPF
7 2 (0.92%) SDH
7 2 (0.92%) SONET
7 2 (0.92%) SS7
7 2 (0.92%) VoIP
7 2 (0.92%) VPN
Database & Business Intelligence
1 45 (20.64%) Relational Database
2 40 (18.35%) Data Warehouse
3 27 (12.39%) MySQL
3 27 (12.39%) OLAP
4 24 (11.01%) SQL Server
5 19 (8.72%) Oracle ODI
6 18 (8.26%) Oracle Database
6 18 (8.26%) Oracle OLAP
7 17 (7.80%) OLAP Cube
8 12 (5.50%) DB2
8 12 (5.50%) OLTP
9 9 (4.13%) Big Data
9 9 (4.13%) Data Mart
9 9 (4.13%) Enterprise Data Warehouse
10 7 (3.21%) MongoDB
11 5 (2.29%) BusinessObjects
11 5 (2.29%) Oracle Reports
11 5 (2.29%) RDBMS
11 5 (2.29%) Star Schema
12 4 (1.83%) SQL Server 2008
Development Applications
1 17 (7.80%) Maven
2 16 (7.34%) Jenkins
2 16 (7.34%) Vagrant
3 15 (6.88%) Ant
3 15 (6.88%) Git (software)
4 14 (6.42%) Axure RP
5 8 (3.67%) Subversion
5 8 (3.67%) TeamCity
6 7 (3.21%) Dreamweaver
6 7 (3.21%) HP UFT
6 7 (3.21%) Rational Functional Tester
6 7 (3.21%) Selenium
7 6 (2.75%) JIRA
8 4 (1.83%) Grunt
8 4 (1.83%) gulp
8 4 (1.83%) Jasmine
8 4 (1.83%) JSUnit
8 4 (1.83%) Karma Test Runner
9 1 (0.46%) Flyway
9 1 (0.46%) Liquibase
General
1 75 (34.40%) Games
2 56 (25.69%) Marketing
3 39 (17.89%) Telecoms
4 31 (14.22%) Finance
5 9 (4.13%) Law
6 7 (3.21%) Polish Language
7 5 (2.29%) Publishing
8 4 (1.83%) Brand Awareness
9 2 (0.92%) Billing
9 2 (0.92%) French Language
9 2 (0.92%) Front Office
9 2 (0.92%) Retail
9 2 (0.92%) Spanish Language
10 1 (0.46%) Banking
10 1 (0.46%) Financial Institution
10 1 (0.46%) Pharmaceutical
Job Titles
1 43 (19.72%) Developer
2 20 (9.17%) Python Developer
3 18 (8.26%) Analyst
3 18 (8.26%) Architect
3 18 (8.26%) DBA
4 16 (7.34%) DevOps Engineer
5 14 (6.42%) Designer
6 13 (5.96%) Development Engineer
6 13 (5.96%) Operations Engineer
7 12 (5.50%) JavaScript Developer
8 11 (5.05%) Business Analyst
8 11 (5.05%) Oracle Developer
9 9 (4.13%) Administrator
10 8 (3.67%) 3D Artist
10 8 (3.67%) Exchange Administrator
10 8 (3.67%) Head of Delivery
10 8 (3.67%) Head of Technology
10 8 (3.67%) Information Architect
10 8 (3.67%) Solutions Architect
10 8 (3.67%) UI Designer
Libraries, Frameworks & Software Standards
1 27 (12.39%) HTML
2 26 (11.93%) HTML5
3 19 (8.72%) AngularJS
3 19 (8.72%) Oracle GoldenGate
4 18 (8.26%) CSS
5 17 (7.80%) CSS3
5 17 (7.80%) RESTful
6 16 (7.34%) Backbone.js
7 14 (6.42%) Django
8 13 (5.96%) .NET
8 13 (5.96%) jQuery
9 12 (5.50%) Ember.js
9 12 (5.50%) KnockoutJS
9 12 (5.50%) Web Services
10 11 (5.05%) XML
11 5 (2.29%) LINQ
11 5 (2.29%) WCF
12 4 (1.83%) Node.js
12 4 (1.83%) React
12 4 (1.83%) Sass
Miscellaneous
1 73 (33.49%) Fintech
2 50 (22.94%) Analytical Skills
2 50 (22.94%) Online Games
3 31 (14.22%) User Experience
4 29 (13.30%) Enterprise Software
5 28 (12.84%) Computer Science
6 18 (8.26%) Statistics
7 17 (7.80%) Replication
8 12 (5.50%) Management Information System
9 11 (5.05%) Algorithms
9 11 (5.05%) Blackberry
10 10 (4.59%) Mobile App
10 10 (4.59%) Social Media
10 10 (4.59%) Visualisation
11 9 (4.13%) Economics
12 8 (3.67%) 3D Graphics
12 8 (3.67%) Mathematics
12 8 (3.67%) Taxonomies
13 6 (2.75%) Blog
14 5 (2.29%) Biology
Operating Systems
1 42 (19.27%) Linux
2 31 (14.22%) Windows
3 19 (8.72%) Unix
4 12 (5.50%) Windows Server
4 12 (5.50%) Windows Server 2008
5 9 (4.13%) Windows Server 2012
6 8 (3.67%) Mac OS
7 6 (2.75%) Oracle Linux
8 2 (0.92%) Windows 7
9 1 (0.46%) Android
9 1 (0.46%) Windows 10
9 1 (0.46%) Windows Server 2003
9 1 (0.46%) Windows XP
Processes & Methodologies
1 55 (25.23%) Agile Software Development
2 43 (19.72%) Performance Tuning
3 36 (16.51%) Scrum
4 32 (14.68%) Analytics
5 31 (14.22%) E-Commerce
6 29 (13.30%) Information Architecture
7 27 (12.39%) High Availability
8 26 (11.93%) Dimensional Modelling
8 26 (11.93%) Disaster Recovery
9 25 (11.47%) Business Intelligence
9 25 (11.47%) Continuous Improvement
10 24 (11.01%) Product Management
11 22 (10.09%) Coaching
12 21 (9.63%) Open Source
13 20 (9.17%) Kimball Methodology
14 19 (8.72%) Change Control
14 19 (8.72%) DevOps
15 17 (7.80%) Project Management
16 16 (7.34%) Time Management
17 14 (6.42%) Kanban
Programming Languages
1 59 (27.06%) SQL
2 38 (17.43%) Python
3 33 (15.14%) PL/SQL
4 32 (14.68%) JavaScript
5 27 (12.39%) Java
6 23 (10.55%) PowerShell
7 18 (8.26%) Perl
7 18 (8.26%) Ruby
8 15 (6.88%) Bash Shell
9 13 (5.96%) Shell Script
10 10 (4.59%) C#
10 10 (4.59%) T-SQL
11 7 (3.21%) VBScript
12 4 (1.83%) C++
13 2 (0.92%) MATLAB
13 2 (0.92%) R
14 1 (0.46%) C
14 1 (0.46%) Scala
14 1 (0.46%) VBA
Qualifications
1 62 (28.44%) Degree
2 11 (5.05%) MCSE
2 11 (5.05%) Microsoft Certification
3 8 (3.67%) MCSA
4 1 (0.46%) CCNA
4 1 (0.46%) CCNP
4 1 (0.46%) Cisco Certification
4 1 (0.46%) Citrix Certification
4 1 (0.46%) ISEB
4 1 (0.46%) ITIL Foundation Certificate
4 1 (0.46%) Postgraduate
Quality Assurance & Compliance
1 38 (17.43%) QA
2 14 (6.42%) Data Quality
3 1 (0.46%) COBIT
3 1 (0.46%) JSP 440
3 1 (0.46%) SLA
System Software
1 18 (8.26%) Docker
1 18 (8.26%) VMware Infrastructure
2 10 (4.59%) Active Directory
3 8 (3.67%) Postfix
4 6 (2.75%) Oracle RAC
5 3 (1.38%) vSphere
6 2 (0.92%) Firmware
7 1 (0.46%) Citrix Presentation Server
7 1 (0.46%) Microsoft App-V
7 1 (0.46%) XenApp
7 1 (0.46%) XenDesktop
Systems Management
1 16 (7.34%) Nagios
1 16 (7.34%) Puppet
2 15 (6.88%) Opscode Chef
3 6 (2.75%) Data Guard
3 6 (2.75%) Oracle Enterprise Manager
4 1 (0.46%) Ansible
4 1 (0.46%) AppDNA
4 1 (0.46%) EdgeSight
Vendors
1 34 (15.60%) Oracle
2 26 (11.93%) Microsoft
3 18 (8.26%) VMware
4 10 (4.59%) Tableau
5 8 (3.67%) Adobe
6 7 (3.21%) Google
7 6 (2.75%) Twitter
8 4 (1.83%) HP
8 4 (1.83%) MicroStrategy
9 3 (1.38%) Avaya
9 3 (1.38%) Sitecore
9 3 (1.38%) SolarWinds
10 2 (0.92%) Alcatel-Lucent
10 2 (0.92%) Bloomberg
10 2 (0.92%) Ciena
10 2 (0.92%) Cisco
10 2 (0.92%) Citrix
10 2 (0.92%) Huawei
10 2 (0.92%) SAP
11 1 (0.46%) Palantir
Central London / West End
Gamesys
Posted: 3 days ago
City, London
Intelletec
Salary: From £65,000 to £80,000 per annum Plus Equity
Posted: 4 days ago
South East
Experis IT
Salary: Excellent Benefits
Posted: 2 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £30655 - £38428 per annum + excellent benefits
Posted: 4 days ago
UK
Experis Ltd
Salary: Excellent Benefits
Posted: 5 days ago
Mornington Crescent, London
ASOS
Posted: 11 days ago
Oxford, Oxfordshire
Corriculo
Salary: £40,000 - £50,000 per year
Posted: 12 days ago
Bury St. Edmunds, Suffolk
ReThink Recruitment
Salary: £35000 - £45000 per annum + Bonus + Bens
Posted: Yesterday
Cambridge, UK
The Wellcome Trust Sanger Institute
Salary: £31,033 to £39,142 pa plus excellent benefits
Posted: 10 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £78,000 per annum
Posted: 10 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 16 days ago
London - Mornington Crescent
ASOS
Posted: 25 days ago
London - Mornington Crescent
ASOS
Posted: 25 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 26 days ago