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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Windows Distributed interNet Applications (DNA)
Rank 786 795 884
Rank change year-on-year
+9 +89
Permanent jobs citing DNA 147 163 105
As % of all permanent IT jobs located in the UK 0.15% 0.15% 0.088%
As % of the Processes & Methodologies category 0.17% 0.17% 0.10%
Number of salaries quoted 47 39 15
Median salary £50,000 £60,000 £38,500
Median salary % change year-on-year
-16.66% +55.84%
90% offered a salary of more than £45,000 £31,600 £37,600
10% offered a salary of more than £100,000 £75,000 £78,000
UK excluding London median salary £50,000 £32,500 £38,500
% change year-on-year
+53.84% -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
86444 95076 101495
As % of all permanent IT jobs located in the UK 87.86% 86.85% 85.48%
Number of salaries quoted 72313 77694 82267
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 £31,500
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 28 June 2016 within the UK.

DNA Salary Histogram in the UK

DNA
Top 24 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 28 June 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 +23 146 £50,000 -16.66% 9
London +70 126 £68,750 -1.78% 7
City of London +82 28 £70,000 +12.00% 2
South East -10 13 £50,000 +108.33%
Surrey +38 8 £80,000 +190.90%
Guildford - 8 £80,000 -
Oxford - 4 £50,000 -
Oxfordshire - 4 £50,000 -
East of England +33 2 - - 1
South West +2 2 £45,000 -25.00%
Hertfordshire - 2 - -
Bristol +17 1 £45,000 -25.00%
East Midlands -2 1 - -
West Midlands -10 1 £32,500 -18.75% 1
Dorset - 1 - -
North West - 1 £95,000 -
Derbyshire - 1 - -
Manchester - 1 £95,000 -
Hampshire - 1 £27,500 -
Derby - 1 - -
Bournemouth - 1 - -
Basingstoke - 1 £27,500 -
Kings Langley - 1 - -
Stevenage - 1 - -

DNA
Top 30 Related IT Skills

For the 6 months to 28 June 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 91 (37.92%) Games
2 72 (30.00%) Fintech
3 70 (29.17%) Degree
4 67 (27.92%) Online Games
5 64 (26.67%) Marketing
6 63 (26.25%) SQL
7 59 (24.58%) Analytical Skills
8 57 (23.75%) Agile Software Development
9 50 (20.83%) Relational Database
10 47 (19.58%) Linux
11 45 (18.75%) Data Warehouse
11 45 (18.75%) Performance Tuning
12 44 (18.33%) Python
12 44 (18.33%) Telecoms
13 41 (17.08%) QA
14 39 (16.25%) Scrum
14 39 (16.25%) JavaScript
15 38 (15.83%) Finance
16 36 (15.00%) Windows
17 35 (14.58%) PL/SQL
17 35 (14.58%) Oracle
17 35 (14.58%) Analytics
18 34 (14.17%) E-Commerce
18 34 (14.17%) Microsoft
18 34 (14.17%) Computer Science
19 32 (13.33%) User Experience
20 31 (12.92%) Enterprise Software
20 31 (12.92%) Product Management
20 31 (12.92%) Information Architecture
20 31 (12.92%) MS Excel

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 13 (5.42%) MS Exchange
2 9 (3.75%) Exchange Server 2007
2 9 (3.75%) Exchange Server 2010
2 9 (3.75%) Exchange Server 2013
2 9 (3.75%) Office Communications Server
2 9 (3.75%) Skype for Business
3 7 (2.92%) CMS
4 4 (1.67%) IIS
5 3 (1.25%) Blackberry Enterprise Server
6 2 (0.83%) Elasticsearch
7 1 (0.42%) Apache
7 1 (0.42%) Apache Solr
7 1 (0.42%) Apache Spark
7 1 (0.42%) Confluence
7 1 (0.42%) SAS
7 1 (0.42%) Sitecore CMS
Applications
1 31 (12.92%) MS Excel
2 23 (9.58%) Adobe Illustrator
2 23 (9.58%) Photoshop
3 22 (9.17%) Fireworks
4 9 (3.75%) 3ds Max
4 9 (3.75%) Adobe Creative Suite
4 9 (3.75%) Maya
5 7 (2.92%) MS Visio
6 5 (2.08%) MS Office
7 4 (1.67%) MS PowerPoint
8 2 (0.83%) Mathematica
Business Applications
1 1 (0.42%) Dynamics AX
1 1 (0.42%) Remedy ITSM
Cloud Services
1 7 (2.92%) Google Analytics
2 4 (1.67%) Amazon AWS
3 2 (0.83%) Microsoft Azure
3 2 (0.83%) SaaS
4 1 (0.42%) IaaS
4 1 (0.42%) PaaS
Communications & Networking
1 22 (9.17%) DNS
2 18 (7.50%) Firewall
3 7 (2.92%) Internet
3 7 (2.92%) Intranet
4 5 (2.08%) LAN
4 5 (2.08%) WAN
5 4 (1.67%) Unified Communications
5 4 (1.67%) VoIP
6 3 (1.25%) SAN
6 3 (1.25%) TCP/IP
7 2 (0.83%) BGP
7 2 (0.83%) DWDM
7 2 (0.83%) EIGRP
7 2 (0.83%) Ethernet
7 2 (0.83%) HTTP
7 2 (0.83%) MPLS
7 2 (0.83%) OSPF
7 2 (0.83%) SDH
7 2 (0.83%) SONET
7 2 (0.83%) SS7
Database & Business Intelligence
1 50 (20.83%) Relational Database
2 45 (18.75%) Data Warehouse
3 29 (12.08%) OLAP
4 24 (10.00%) MySQL
4 24 (10.00%) SQL Server
5 20 (8.33%) Oracle ODI
6 19 (7.92%) Oracle Database
6 19 (7.92%) Oracle OLAP
7 18 (7.50%) OLAP Cube
8 12 (5.00%) Big Data
8 12 (5.00%) DB2
8 12 (5.00%) OLTP
9 10 (4.17%) Data Mart
9 10 (4.17%) Enterprise Data Warehouse
10 7 (2.92%) BusinessObjects
11 6 (2.50%) MongoDB
12 5 (2.08%) Oracle Reports
12 5 (2.08%) RDBMS
12 5 (2.08%) Star Schema
13 4 (1.67%) SQL Server 2008
Development Applications
1 19 (7.92%) Maven
2 18 (7.50%) Ant
2 18 (7.50%) Jenkins
2 18 (7.50%) Vagrant
3 17 (7.08%) Git (software)
4 15 (6.25%) Axure RP
5 9 (3.75%) Selenium
5 9 (3.75%) Subversion
5 9 (3.75%) TeamCity
6 8 (3.33%) HP UFT
6 8 (3.33%) JIRA
6 8 (3.33%) Rational Functional Tester
7 7 (2.92%) Dreamweaver
8 5 (2.08%) Jasmine
9 4 (1.67%) Grunt
9 4 (1.67%) gulp
9 4 (1.67%) JSUnit
9 4 (1.67%) Karma Test Runner
10 2 (0.83%) Team Foundation Server
11 1 (0.42%) WebDriver
General
1 91 (37.92%) Games
2 64 (26.67%) Marketing
3 44 (18.33%) Telecoms
4 38 (15.83%) Finance
5 12 (5.00%) Law
6 8 (3.33%) Polish Language
7 5 (2.08%) Publishing
8 4 (1.67%) Brand Awareness
9 2 (0.83%) Billing
9 2 (0.83%) Front Office
9 2 (0.83%) Retail
10 1 (0.42%) French Language
10 1 (0.42%) Pharmaceutical
10 1 (0.42%) Spanish Language
Job Titles
1 47 (19.58%) Developer
2 21 (8.75%) Python Developer
3 20 (8.33%) Analyst
4 19 (7.92%) DBA
4 19 (7.92%) DevOps Engineer
5 16 (6.67%) Architect
6 15 (6.25%) Designer
6 15 (6.25%) JavaScript Developer
7 13 (5.42%) Development Engineer
7 13 (5.42%) Operations Engineer
8 12 (5.00%) Business Analyst
9 11 (4.58%) Oracle Developer
10 10 (4.17%) Administrator
11 9 (3.75%) 3D Artist
11 9 (3.75%) Exchange Administrator
11 9 (3.75%) Information Architect
11 9 (3.75%) QA Engineer
11 9 (3.75%) Technical Engineer
11 9 (3.75%) UI Designer
12 8 (3.33%) Head of Technology
Libraries, Frameworks & Software Standards
1 31 (12.92%) HTML
2 29 (12.08%) HTML5
3 22 (9.17%) CSS
4 21 (8.75%) AngularJS
5 20 (8.33%) CSS3
5 20 (8.33%) Oracle GoldenGate
6 19 (7.92%) Backbone.js
6 19 (7.92%) RESTful
7 16 (6.67%) jQuery
8 15 (6.25%) Django
8 15 (6.25%) Ember.js
8 15 (6.25%) KnockoutJS
9 13 (5.42%) .NET
10 12 (5.00%) Web Services
11 11 (4.58%) XML
12 5 (2.08%) LINQ
12 5 (2.08%) WCF
13 4 (1.67%) Node.js
13 4 (1.67%) React
13 4 (1.67%) Sass
Miscellaneous
1 72 (30.00%) Fintech
2 67 (27.92%) Online Games
3 59 (24.58%) Analytical Skills
4 34 (14.17%) Computer Science
5 32 (13.33%) User Experience
6 31 (12.92%) Enterprise Software
7 21 (8.75%) Statistics
8 18 (7.50%) Replication
9 13 (5.42%) Management Information System
9 13 (5.42%) Visualisation
10 12 (5.00%) Blackberry
11 10 (4.17%) Economics
11 10 (4.17%) Social Media
12 9 (3.75%) 3D Graphics
12 9 (3.75%) Taxonomies
13 8 (3.33%) Algorithms
13 8 (3.33%) Mathematics
14 7 (2.92%) Biology
14 7 (2.92%) Data Extraction
15 6 (2.50%) Blog
Operating Systems
1 47 (19.58%) Linux
2 36 (15.00%) Windows
3 24 (10.00%) Unix
4 14 (5.83%) Windows Server 2008
5 13 (5.42%) Windows Server
6 10 (4.17%) Windows Server 2012
7 9 (3.75%) Mac OS
8 7 (2.92%) Oracle Linux
9 2 (0.83%) Android
9 2 (0.83%) Windows 7
9 2 (0.83%) Windows Server 2003
10 1 (0.42%) Apple iOS
10 1 (0.42%) Data ONTAP
10 1 (0.42%) Solaris
10 1 (0.42%) SUSE
10 1 (0.42%) Windows 10
10 1 (0.42%) Windows XP
Processes & Methodologies
1 57 (23.75%) Agile Software Development
2 45 (18.75%) Performance Tuning
3 39 (16.25%) Scrum
4 35 (14.58%) Analytics
5 34 (14.17%) E-Commerce
6 31 (12.92%) Information Architecture
6 31 (12.92%) Product Management
7 29 (12.08%) Continuous Improvement
7 29 (12.08%) High Availability
8 28 (11.67%) Business Intelligence
8 28 (11.67%) Disaster Recovery
9 27 (11.25%) Dimensional Modelling
10 24 (10.00%) Coaching
11 23 (9.58%) DevOps
11 23 (9.58%) Open Source
12 22 (9.17%) Project Management
13 21 (8.75%) Kimball Methodology
14 20 (8.33%) Change Control
14 20 (8.33%) Time Management
15 17 (7.08%) Kanban
Programming Languages
1 63 (26.25%) SQL
2 44 (18.33%) Python
3 39 (16.25%) JavaScript
4 35 (14.58%) PL/SQL
5 27 (11.25%) PowerShell
6 24 (10.00%) Java
7 21 (8.75%) Perl
8 19 (7.92%) Ruby
9 18 (7.50%) Bash Shell
10 14 (5.83%) Shell Script
11 10 (4.17%) C#
11 10 (4.17%) T-SQL
12 8 (3.33%) VBScript
13 4 (1.67%) C++
13 4 (1.67%) R
14 2 (0.83%) MATLAB
15 1 (0.42%) C
15 1 (0.42%) VBA
Qualifications
1 70 (29.17%) Degree
2 12 (5.00%) MCSE
2 12 (5.00%) Microsoft Certification
3 9 (3.75%) MCSA
4 3 (1.25%) PhD
5 1 (0.42%) Citrix Certification
5 1 (0.42%) ISEB
5 1 (0.42%) ISTQB
5 1 (0.42%) ITIL Foundation Certificate
5 1 (0.42%) NCDA
5 1 (0.42%) Postgraduate
5 1 (0.42%) PRINCE2 Certification
5 1 (0.42%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 41 (17.08%) QA
2 17 (7.08%) Data Quality
3 1 (0.42%) COBIT
3 1 (0.42%) JSP 440
3 1 (0.42%) SLA
System Software
1 25 (10.42%) VMware Infrastructure
2 18 (7.50%) Docker
3 16 (6.67%) Active Directory
4 9 (3.75%) Postfix
5 7 (2.92%) Oracle RAC
6 3 (1.25%) vSphere
7 2 (0.83%) Firmware
8 1 (0.42%) Citrix Presentation Server
8 1 (0.42%) Microsoft App-V
8 1 (0.42%) NFS
8 1 (0.42%) XenApp
8 1 (0.42%) XenDesktop
Systems Management
1 19 (7.92%) Nagios
1 19 (7.92%) Puppet
2 18 (7.50%) Opscode Chef
3 7 (2.92%) Data Guard
3 7 (2.92%) Oracle Enterprise Manager
4 1 (0.42%) AppDNA
4 1 (0.42%) EdgeSight
4 1 (0.42%) HP Quality Center
4 1 (0.42%) SnapMirror
4 1 (0.42%) SnapVault
Vendors
1 35 (14.58%) Oracle
2 34 (14.17%) Microsoft
3 26 (10.83%) VMware
4 12 (5.00%) Tableau
5 9 (3.75%) Adobe
6 7 (2.92%) Google
7 6 (2.50%) MicroStrategy
7 6 (2.50%) Twitter
8 5 (2.08%) Citrix
8 5 (2.08%) HP
9 3 (1.25%) Avaya
9 3 (1.25%) Sitecore
9 3 (1.25%) SolarWinds
10 2 (0.83%) Alcatel-Lucent
10 2 (0.83%) Atlassian
10 2 (0.83%) Ciena
10 2 (0.83%) Cisco
10 2 (0.83%) Huawei
10 2 (0.83%) Red Hat
10 2 (0.83%) SAP
City, London
Intelletec
Salary: From £65,000 to £80,000 per annum Plus Equity
Posted: 3 hours ago
Camden, London
ASOS
Salary: Generous salary, bonus and benefits
Posted: Yesterday
City, London
Intelletec
Salary: From £65,000 to £80,000 per annum Plus Equity
Posted: 6 days ago
West Midlands
Ampersand Consulting
Salary: £30000 - £35000 per annum + Benefits
Posted: 14 days ago
North West London
asos
Salary: Excellent salary and package
Posted: 13 days ago
North West London
asos
Salary: Generous salary, generous bonus and incredible benefits
Posted: 14 days ago
West London
Ampersand Mobile ( Apppli )
Salary: Competitive Salary + Benefits
Posted: 19 days ago
London
Bank of America Merrill Lynch
Posted: 21 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k + benefits
Posted: 19 days ago
Edinburgh
Edinburgh University
Salary: Excellent Salary +Benefits
Posted: 22 days ago