The table below looks at the prevalence of the term Visualisation in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Visualisation over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Visualisation
Rank 239 339 422
Rank change year-on-year
+100 +83
Permanent jobs citing Visualisation 1400 946 702
As % of all permanent IT jobs located in the UK 1.38% 0.89% 0.67%
As % of the Miscellaneous category 3.25% 2.21% 1.64%
Number of salaries quoted 1128 772 559
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London average salary £47,500 £39,000 £40,000
% change year-on-year
+21.79% -2.50%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
43024 42844 42841
As % of all permanent IT jobs located in the UK 42.48% 40.20% 40.78%
Number of salaries quoted 34485 34681 33423
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Visualisation within the UK as a proportion of the total demand within the Miscellaneous category.

Visualisation Jobs Demand Trend in the UK

Visualisation
Salary Trend

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

Visualisation Salary Trend in the UK

Visualisation
Salary Histogram

This chart provides a salary histogram for IT jobs citing Visualisation over the 3 months to 9 February 2016 within the UK.

Visualisation Salary Histogram in the UK

Visualisation
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Visualisation within the UK over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +105 1304 £51,500 +3.00% 179
London +48 739 £57,500 +4.54% 116
South East +53 183 £47,500 +18.75% 22
City of London +111 131 £55,000 -1.34% 35
South West +38 84 £50,000 +42.85% 6
Yorkshire +71 79 £47,500 +18.75% 7
Berkshire +51 78 £50,000 +2.56% 9
East of England +4 74 £50,000 +25.00% 11
Leeds +47 63 £45,000 +12.50% 3
West Yorkshire +45 63 £45,000 +12.50% 5
North West +52 57 £55,000 +57.14% 9
Scotland +36 56 £47,500 +23.37% 5
West Midlands +22 47 £38,500 +4.05% 4
East Sussex +56 45 £37,500 -6.25%
Glasgow +21 43 £47,500 +14.45% 4
Brighton +42 41 £37,500 -6.25%
Manchester +36 39 £55,000 +57.14% 6
Edinburgh +27 37 £47,500 +23.37% 1
Reading +38 33 £50,000 -37.50% 6
East Midlands +12 31 £35,750 -7.74% 3
Suffolk +8 30 £50,000 +33.33% 2
Ipswich -3 28 £50,000 +33.33% 1
Cambridgeshire -2 27 £60,000 +65.51% 7
Ealing -6 22 £66,250 - 1
Devon +17 21 £32,000 +16.36%
Plymouth - 21 £32,000 -
Slough +14 18 £55,000 +83.33% 1
Northamptonshire +13 18 £35,000 -2.77% 1
Dorset +18 17 £45,000 -30.76%
Bournemouth +16 17 £45,000 -30.76%

Visualisation
Top 30 Related IT Skills

For the 6 months to 9 February 2016, IT jobs within the UK citing Visualisation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Visualisation.

1 1211 (45.72%) Data Visualisation
2 1112 (41.98%) SQL
3 1018 (38.43%) Analytics
4 927 (34.99%) Business Intelligence
5 759 (28.65%) Agile Software Development
6 697 (26.31%) JavaScript
7 649 (24.50%) Tableau
8 629 (23.74%) Python
9 615 (23.22%) Analytical Skills
10 605 (22.84%) Finance
11 601 (22.69%) Degree
11 601 (22.69%) Big Data
12 559 (21.10%) HTML
13 481 (18.16%) Java
14 459 (17.33%) CSS
15 445 (16.80%) QlikView
16 433 (16.35%) SQL Server
17 424 (16.01%) Microsoft
18 406 (15.33%) Data Warehouse
19 399 (15.06%) ETL
20 369 (13.93%) Computer Science
21 365 (13.78%) SQL Server Reporting Services
22 362 (13.67%) HTML5
23 361 (13.63%) R
24 351 (13.25%) SQL Server Integration Services
25 340 (12.84%) C#
26 330 (12.46%) D3.js
27 327 (12.34%) Hadoop
28 317 (11.97%) .NET
29 314 (11.85%) Data Analytics

Visualisation
Top Related IT Skills by Category

For the 6 months to 9 February 2016, IT jobs within the UK citing Visualisation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Visualisation. Up to 20 skills are shown per category.

Application Platforms
1 241 (9.10%) SAS
2 171 (6.46%) Node.js
3 123 (4.64%) Apache Spark
4 92 (3.47%) SharePoint
5 51 (1.93%) WebLogic
6 49 (1.85%) Apache Pig
7 39 (1.47%) Elasticsearch
8 32 (1.21%) CMS
9 29 (1.09%) Confluence
10 28 (1.06%) Apache
11 23 (0.87%) JBoss
12 15 (0.57%) nginx
12 15 (0.57%) OpenStack
13 14 (0.53%) IIS
13 14 (0.53%) SharePoint 2013
14 11 (0.42%) ArcGIS
15 9 (0.34%) MS Exchange
16 8 (0.30%) NServiceBus
17 7 (0.26%) CICS
17 7 (0.26%) Tomcat
Applications
1 222 (8.38%) MS Excel
2 121 (4.57%) SPSS
3 77 (2.91%) MS Office
4 64 (2.42%) MS PowerPoint
5 56 (2.11%) Photoshop
6 41 (1.55%) Adobe Illustrator
7 39 (1.47%) MS Visio
8 17 (0.64%) InDesign
9 14 (0.53%) Spreadsheet
10 10 (0.38%) Adobe Creative Suite
10 10 (0.38%) MS Project
10 10 (0.38%) Stata
11 9 (0.34%) Gephi
12 7 (0.26%) Mathematica
13 6 (0.23%) GNU Octave
14 3 (0.11%) Adobe After Effects
14 3 (0.11%) Fireworks
14 3 (0.11%) Maya
15 2 (0.076%) 3ds Max
15 2 (0.076%) CPLEX
Business Applications
1 21 (0.79%) HFM
1 21 (0.79%) Hyperion Planning
2 19 (0.72%) Oracle EBS
2 19 (0.72%) Oracle ERP
3 16 (0.60%) Cognos Business Intelligence
4 8 (0.30%) Oracle Procure-to-Pay
4 8 (0.30%) WebTrends
5 7 (0.26%) Dynamics AX
5 7 (0.26%) SAP Oil and Gas
5 7 (0.26%) VisionPLUS
6 6 (0.23%) Unica
7 4 (0.15%) FastStats
8 3 (0.11%) Dynamics CRM
8 3 (0.11%) Maximo
9 2 (0.076%) Radian6
9 2 (0.076%) SAP BPC
10 1 (0.038%) Adobe Campaign
10 1 (0.038%) Endur
10 1 (0.038%) Oracle Payables
10 1 (0.038%) Relativity
Cloud Services
1 149 (5.62%) Amazon AWS
2 126 (4.76%) Microsoft Azure
3 92 (3.47%) Google Analytics
4 51 (1.93%) GitHub
5 50 (1.89%) Amazon S3
6 40 (1.51%) Cloud Computing
7 37 (1.40%) Amazon EC2
8 35 (1.32%) SaaS
9 34 (1.28%) Google Cloud Platform
10 32 (1.21%) Adobe Analytics
10 32 (1.21%) Amazon EMR
11 25 (0.94%) Google Tag Manager
12 15 (0.57%) CloudFront
13 13 (0.49%) Office 365
14 12 (0.45%) Amazon Kinesis
15 9 (0.34%) IaaS
15 9 (0.34%) PaaS
16 6 (0.23%) Azure Machine Learning
16 6 (0.23%) Google App Engine
17 5 (0.19%) Virtual Private Cloud
Communications & Networking
1 101 (3.81%) TCP/IP
2 54 (2.04%) Network Security
3 51 (1.93%) Internet
4 47 (1.77%) DNS
5 44 (1.66%) Firewall
6 25 (0.94%) SAN
7 24 (0.91%) VPN
8 22 (0.83%) Broadband
9 17 (0.64%) HTTP
9 17 (0.64%) MPLS
10 13 (0.49%) HTTPS
11 9 (0.34%) DHCP
12 6 (0.23%) OpenLDAP
13 4 (0.15%) IPv4
13 4 (0.15%) Unified Communications
13 4 (0.15%) VoIP
14 3 (0.11%) 4G
14 3 (0.11%) Cisco ISE
14 3 (0.11%) Skype
14 3 (0.11%) SSL
Database & Business Intelligence
1 601 (22.69%) Big Data
2 445 (16.80%) QlikView
3 433 (16.35%) SQL Server
4 406 (15.33%) Data Warehouse
5 365 (13.78%) SQL Server Reporting Services
6 351 (13.25%) SQL Server Integration Services
7 327 (12.34%) Hadoop
8 250 (9.44%) SQL Server Analysis Services
9 200 (7.55%) BusinessObjects
10 196 (7.40%) Data Mining
11 156 (5.89%) NoSQL
12 154 (5.81%) MongoDB
13 136 (5.13%) Relational Database
14 122 (4.61%) Power BI
15 98 (3.70%) PostgreSQL
16 95 (3.59%) Apache Hive
16 95 (3.59%) Spotfire
17 87 (3.28%) GIS
18 75 (2.83%) Apache Cassandra
19 71 (2.68%) Neo4j
Development Applications
1 142 (5.36%) Git (software)
2 88 (3.32%) Talend Open Studio
3 85 (3.21%) Grunt
4 70 (2.64%) Jenkins
5 57 (2.15%) Mercurial
5 57 (2.15%) Team Foundation Server
6 55 (2.08%) Jasmine
7 53 (2.00%) SpecFlow
8 52 (1.96%) Maven
8 52 (1.96%) Subversion
9 50 (1.89%) gulp
10 44 (1.66%) Balsamiq Mockups
10 44 (1.66%) JIRA
11 40 (1.51%) TeamCity
12 35 (1.32%) Visual Studio
13 29 (1.09%) Bower
14 26 (0.98%) Selenium
14 26 (0.98%) Vagrant
15 23 (0.87%) Yeoman
16 20 (0.76%) SQL Server Management Studio (SSMS)
General
1 605 (22.84%) Finance
2 257 (9.70%) Marketing
3 236 (8.91%) Retail
4 199 (7.51%) Banking
5 100 (3.78%) Games
6 77 (2.91%) Legal
7 67 (2.53%) Telecoms
8 54 (2.04%) Advertising
9 51 (1.93%) Law
10 40 (1.51%) Automotive
10 40 (1.51%) Manufacturing
11 37 (1.40%) Pharmaceutical
12 36 (1.36%) Front Office
13 33 (1.25%) Publishing
14 29 (1.09%) Investment Banking
15 24 (0.91%) Financial Institution
16 18 (0.68%) Aerospace
17 12 (0.45%) Electronics
17 12 (0.45%) Retail Banking
18 8 (0.30%) Military
Job Titles
1 974 (36.77%) Developer
2 475 (17.93%) Analyst
3 256 (9.66%) Consultant
4 226 (8.53%) Business Intelligence Developer
5 211 (7.97%) Data Analyst
6 196 (7.40%) JavaScript Developer
7 189 (7.13%) Data Scientist
8 150 (5.66%) Architect
9 138 (5.21%) Senior Developer
10 128 (4.83%) Front End Developer (Client-Side Developer)
11 120 (4.53%) Software Engineer
12 116 (4.38%) Business Intelligence Analyst
13 108 (4.08%) SQL Developer
14 107 (4.04%) Business Intelligence Consultant
15 97 (3.66%) SQL Analyst
16 83 (3.13%) Business Analyst
17 78 (2.94%) HTML Developer
18 77 (2.91%) Java Developer
19 76 (2.87%) Data Manager
20 70 (2.64%) Programmer
Libraries, Frameworks & Software Standards
1 559 (21.10%) HTML
2 459 (17.33%) CSS
3 362 (13.67%) HTML5
4 330 (12.46%) D3.js
5 317 (11.97%) .NET
6 270 (10.19%) AngularJS
7 265 (10.00%) CSS3
8 210 (7.93%) Web Services
9 178 (6.72%) jQuery
10 167 (6.30%) ASP.NET
11 112 (4.23%) React
12 104 (3.93%) XML
13 97 (3.66%) WPF
14 89 (3.36%) ASP.NET Web API
15 86 (3.25%) MDX
16 79 (2.98%) WCF
17 75 (2.83%) Backbone.js
18 71 (2.68%) JSON
18 71 (2.68%) Sass
19 68 (2.57%) RESTful
Miscellaneous
1 615 (23.22%) Analytical Skills
2 369 (13.93%) Computer Science
3 289 (10.91%) Mathematics
4 285 (10.76%) User Experience
5 235 (8.87%) Algorithms
6 196 (7.40%) Statistics
7 85 (3.21%) Management Information System
8 78 (2.94%) Physics
9 74 (2.79%) Enterprise Software
9 74 (2.79%) Social Media
10 60 (2.27%) Data Structures
11 58 (2.19%) Data Integration
12 57 (2.15%) Mobile App
13 54 (2.04%) BYOD
14 50 (1.89%) Hedge funds
15 43 (1.62%) 3D Graphics
16 33 (1.25%) Cybercrime
17 31 (1.17%) Data Extraction
17 31 (1.17%) iPhone
18 28 (1.06%) FMCG
Operating Systems
1 253 (9.55%) Linux
2 221 (8.34%) Windows
3 150 (5.66%) Unix
4 60 (2.27%) Android
5 53 (2.00%) Windows Server
6 37 (1.40%) Windows Phone
7 33 (1.25%) Apple iOS
8 11 (0.42%) Windows Server 2008
9 10 (0.38%) Solaris
9 10 (0.38%) Windows Server 2012
10 8 (0.30%) CentOS
10 8 (0.30%) Ubuntu
11 6 (0.23%) Red Hat Enterprise Linux
11 6 (0.23%) webOS
11 6 (0.23%) Windows Phone 7
12 5 (0.19%) AIX
12 5 (0.19%) HPUX
12 5 (0.19%) Tru64
12 5 (0.19%) Windows 7
12 5 (0.19%) Windows 8
Processes & Methodologies
1 1211 (45.72%) Data Visualisation
2 1018 (38.43%) Analytics
3 927 (34.99%) Business Intelligence
4 759 (28.65%) Agile Software Development
5 399 (15.06%) ETL
6 314 (11.85%) Data Analytics
7 305 (11.51%) Data Modelling
8 279 (10.53%) Data Analysis
9 266 (10.04%) Software Engineering
10 221 (8.34%) TDD
11 216 (8.15%) Machine Learning
11 216 (8.15%) Stakeholder Management
12 212 (8.00%) Data Management
13 184 (6.95%) Open Source
14 182 (6.87%) Scrum
15 181 (6.83%) OO
16 178 (6.72%) Continuous Integration
16 178 (6.72%) Project Management
17 151 (5.70%) MVC
18 144 (5.44%) Front End Development
Programming Languages
1 1112 (41.98%) SQL
2 697 (26.31%) JavaScript
3 629 (23.74%) Python
4 481 (18.16%) Java
5 361 (13.63%) R
6 340 (12.84%) C#
7 260 (9.82%) C++
8 182 (6.87%) T-SQL
9 111 (4.19%) VBA
10 101 (3.81%) MATLAB
11 94 (3.55%) C
12 91 (3.44%) Objective-C
13 85 (3.21%) Scala
14 83 (3.13%) PHP
15 82 (3.10%) Ruby
16 55 (2.08%) Perl
17 48 (1.81%) PL/SQL
18 39 (1.47%) Bash Shell
19 38 (1.43%) ES6
20 36 (1.36%) Clojure
Qualifications
1 601 (22.69%) Degree
2 133 (5.02%) PhD
3 130 (4.91%) Security Cleared
4 73 (2.76%) SC Cleared
5 53 (2.00%) DV Cleared
6 50 (1.89%) Microsoft Certification
7 38 (1.43%) PRINCE2 Practitioner
8 24 (0.91%) Cisco Certification
9 23 (0.87%) CCNA
10 22 (0.83%) ISEB
11 21 (0.79%) MCSE
11 21 (0.79%) VMware Certified Professional (VCP)
12 17 (0.64%) MBA
13 9 (0.34%) CISSP
14 7 (0.26%) CISA
14 7 (0.26%) CISM
15 6 (0.23%) CIMA
15 6 (0.23%) Oracle Certification
16 5 (0.19%) HND
17 4 (0.15%) ACCA
Quality Assurance & Compliance
1 202 (7.63%) Data Quality
2 60 (2.27%) QA
3 19 (0.72%) CRD IV
4 17 (0.64%) EMIR
4 17 (0.64%) MiFID
5 6 (0.23%) Basel III
5 6 (0.23%) ISO/IEC 27001
6 5 (0.19%) COBIT
7 4 (0.15%) PCI DSS
8 2 (0.076%) 21 CFR Part 11
8 2 (0.076%) COREP
8 2 (0.076%) FINREP
8 2 (0.076%) GCP
8 2 (0.076%) SLA
8 2 (0.076%) WAI
9 1 (0.038%) ISO 9001
9 1 (0.038%) Sarbanes-Oxley
9 1 (0.038%) Solvency II
System Software
1 63 (2.38%) Active Directory
2 60 (2.27%) VMware Infrastructure
3 28 (1.06%) Docker
4 23 (0.87%) VirtualBox
5 12 (0.45%) HDFS
6 11 (0.42%) Hyper-V
7 5 (0.19%) VMware ESX
8 4 (0.15%) GPFS
9 3 (0.11%) Apache Flume
9 3 (0.11%) iptables
9 3 (0.11%) Microsoft Virtual Server
10 2 (0.076%) Tivoli Workload Scheduler
10 2 (0.076%) vSphere
11 1 (0.038%) ACF2
11 1 (0.038%) LXC
11 1 (0.038%) Postfix
11 1 (0.038%) Varnish
11 1 (0.038%) vCloud
11 1 (0.038%) VMware Workstation
11 1 (0.038%) XenServer
Systems Management
1 53 (2.00%) WMI
2 29 (1.09%) Puppet
3 21 (0.79%) Opscode Chef
4 19 (0.72%) Control-M
5 10 (0.38%) Oracle EDQ
6 8 (0.30%) OPNET
6 8 (0.30%) SCCM
7 6 (0.23%) Tivoli
8 5 (0.19%) Ansible
9 4 (0.15%) Business Desktop Deployment
9 4 (0.15%) EnCase
9 4 (0.15%) logstash
9 4 (0.15%) Salt
9 4 (0.15%) Systems Management Server (SMS)
9 4 (0.15%) Tivoli Storage Manager
10 3 (0.11%) Ambari
10 3 (0.11%) Hadoop YARN
10 3 (0.11%) Packer
11 2 (0.076%) EMC NetWorker
11 2 (0.076%) Kibana
Vendors
1 649 (24.50%) Tableau
2 424 (16.01%) Microsoft
3 264 (9.97%) Oracle
4 155 (5.85%) Google
5 140 (5.29%) SAP
6 137 (5.17%) Cognos
7 91 (3.44%) Adobe
8 88 (3.32%) Talend
9 78 (2.94%) Apple
10 67 (2.53%) Informatica
11 60 (2.27%) VMware
12 55 (2.08%) Alteryx
13 54 (2.04%) IBM
13 54 (2.04%) Teradata
14 47 (1.77%) Facebook
15 45 (1.70%) Cloudera
16 44 (1.66%) Twitter
17 43 (1.62%) MicroStrategy
18 36 (1.36%) Greenplum
19 34 (1.28%) Cisco
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Reading, Berkshire
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