The table below looks at the prevalence of the term Visualisation in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Visualisation
Rank 248 310 357
Rank change year-on-year
+62 +47
Permanent jobs citing Visualisation 1309 1131 994
As % of all permanent IT jobs located in the UK 1.33% 1.03% 0.84%
As % of the Miscellaneous category 3.23% 2.48% 2.08%
Number of salaries quoted 1024 860 770
Median salary £55,000 £50,000 £52,500
Median salary % change year-on-year
+10.00% -4.76%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £82,500 £72,500 £75,000
UK excluding London median salary £45,000 £46,313 £45,000
% change year-on-year
-2.83% +2.91%

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
40575 45671 47723
As % of all permanent IT jobs located in the UK 41.37% 41.57% 40.52%
Number of salaries quoted 33105 36261 37768
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £28,500
10% offered a salary of more than £80,000 £75,000 £77,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend

The demand trend of job ads citing Visualisation as a proportion of all IT jobs with a match in 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 28 July 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 median salaries quoted in IT jobs citing Visualisation within the UK over the 3 months to 28 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 +46 1187 £55,000 +10.00% 165
London +39 694 £62,500 +13.63% 83
South East +37 184 £45,000 -9.09% 16
City of London +51 119 £60,000 +20.00% 16
South West +51 92 £42,500 -7.60% 13
Scotland +61 81 £41,500 -5.14% 2
East of England +38 54 £50,500 +3.06% 19
Glasgow +36 53 £30,000 -36.84% 2
West Midlands +16 53 £42,500 +13.33% 6
Oxfordshire +12 40 £45,000 - 1
Cambridgeshire +35 39 £52,750 +24.11% 15
Cambridge +35 39 £52,750 +24.11% 12
Yorkshire +10 39 £50,000 - 14
Surrey +22 38 £46,250 -7.50% 4
North West -7 37 £38,750 -13.88% 10
Gloucestershire +21 34 £55,000 - 4
Manchester +8 34 £40,000 -3.03% 9
West Yorkshire +10 32 £52,500 +5.00% 11
Woking +9 29 £45,000 -10.00% 1
Leeds +24 28 £50,000 - 10
Oxford +9 27 £45,000 -
Hampshire -1 27 £50,000 - 5
Bristol +43 26 £45,000 +16.88% 6
Berkshire -1 26 £50,000 +5.26% 2
Edinburgh +12 25 £70,000 +75.00%
West Sussex +5 25 £35,000 -26.31% 3
Devon +10 22 £32,500 -12.16% 1
Horsham +10 20 £35,000 -30.00%
East Midlands -4 19 £35,000 -17.64% 3
Wimbledon - 16 £50,000 -

Visualisation
Top 30 Related IT Skills

For the 6 months to 28 July 2016, IT jobs citing Visualisation 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 Visualisation.

1 1289 (46.43%) Data Visualisation
2 1263 (45.50%) SQL
3 1151 (41.46%) Analytics
4 1067 (38.44%) Business Intelligence
5 805 (29.00%) Agile Software Development
6 786 (28.31%) Tableau
7 708 (25.50%) Analytical Skills
8 696 (25.07%) JavaScript
9 683 (24.60%) Python
10 668 (24.06%) Finance
11 667 (24.03%) Degree
11 667 (24.03%) Big Data
12 581 (20.93%) SQL Server
13 526 (18.95%) QlikView
14 523 (18.84%) Java
15 515 (18.55%) HTML
16 469 (16.89%) Computer Science
17 446 (16.07%) ETL
18 439 (15.81%) CSS
19 438 (15.78%) Data Warehouse
20 433 (15.60%) Data Analytics
21 414 (14.91%) Microsoft
22 409 (14.73%) Hadoop
23 395 (14.23%) SQL Server Reporting Services
24 375 (13.51%) SQL Server Integration Services
25 368 (13.26%) Machine Learning
26 359 (12.93%) Oracle
27 338 (12.18%) R
28 331 (11.92%) Software Engineering
29 321 (11.56%) C++

Visualisation
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
1 285 (10.27%) SAS
2 258 (9.29%) Apache Spark
3 76 (2.74%) SharePoint
4 75 (2.70%) Apache Pig
5 61 (2.20%) Apache
6 48 (1.73%) Elasticsearch
7 30 (1.08%) MS Exchange
8 27 (0.97%) CMS
9 21 (0.76%) Exchange Server 2003
9 21 (0.76%) JBoss
10 20 (0.72%) WebLogic
11 18 (0.65%) Confluence
12 17 (0.61%) OpenStack
13 16 (0.58%) nginx
13 16 (0.58%) SharePoint 2013
14 13 (0.47%) ArcGIS
15 12 (0.43%) Tomcat
16 9 (0.32%) Apache Solr
17 8 (0.29%) IPython
17 8 (0.29%) Jupyter
Applications
1 190 (6.84%) MS Excel
2 132 (4.76%) SPSS
3 54 (1.95%) Photoshop
4 53 (1.91%) MS PowerPoint
5 51 (1.84%) MS Office
6 38 (1.37%) Adobe Illustrator
7 23 (0.83%) InDesign
8 17 (0.61%) MS Visio
9 10 (0.36%) OmniGraffle
9 10 (0.36%) Stata
10 9 (0.32%) Adobe Creative Suite
11 8 (0.29%) Gephi
12 7 (0.25%) Spreadsheet
13 6 (0.22%) 3ds Max
14 5 (0.18%) Maya
15 4 (0.14%) Adobe After Effects
15 4 (0.14%) Weka
16 3 (0.11%) InVision
16 3 (0.11%) Siemens NX
17 2 (0.072%) Mathematica
Business Applications
1 14 (0.50%) Dynamics CRM
2 13 (0.47%) SAP Business One
3 10 (0.36%) Cognos Business Intelligence
3 10 (0.36%) SAP Oil and Gas
4 7 (0.25%) VisionPLUS
5 5 (0.18%) Adobe Campaign
5 5 (0.18%) Dynamics NAV
6 4 (0.14%) Cognos TM1
6 4 (0.14%) Relativity
6 4 (0.14%) Teamcenter
7 3 (0.11%) FastStats
7 3 (0.11%) Primavera
7 3 (0.11%) Radian6
7 3 (0.11%) WebTrends
8 2 (0.072%) Magento
8 2 (0.072%) SAP BPC
9 1 (0.036%) Eloqua
9 1 (0.036%) Markit EDM
9 1 (0.036%) Oracle ERP
9 1 (0.036%) SAP MDM
Cloud Services
1 237 (8.54%) Amazon AWS
2 214 (7.71%) Microsoft Azure
3 80 (2.88%) Amazon S3
4 77 (2.77%) Amazon EC2
5 72 (2.59%) Google Analytics
6 42 (1.51%) IaaS
7 41 (1.48%) PaaS
8 34 (1.22%) Amazon EMR
9 29 (1.04%) Amazon CloudWatch
10 25 (0.90%) GitHub
10 25 (0.90%) SaaS
11 23 (0.83%) Google Cloud Platform
12 21 (0.76%) Cloud Computing
13 18 (0.65%) Adobe Analytics
14 17 (0.61%) Amazon Kinesis
15 10 (0.36%) CloudFront
15 10 (0.36%) Google Tag Manager
16 7 (0.25%) Adobe Creative Cloud
16 7 (0.25%) Office 365
17 6 (0.22%) Google App Engine
Communications & Networking
1 63 (2.27%) TCP/IP
2 60 (2.16%) Internet
3 58 (2.09%) Firewall
4 40 (1.44%) DNS
5 37 (1.33%) SAN
6 33 (1.19%) Network Security
7 31 (1.12%) VPN
8 21 (0.76%) MPLS
9 20 (0.72%) Cisco ASA
10 14 (0.50%) Broadband
10 14 (0.50%) HTTP
11 12 (0.43%) LAN
12 11 (0.40%) HTTPS
12 11 (0.40%) WAN
13 10 (0.36%) DHCP
13 10 (0.36%) SSL
14 9 (0.32%) 4G
15 8 (0.29%) Cisco ISE
15 8 (0.29%) HSPA
15 8 (0.29%) LTE
Database & Business Intelligence
1 667 (24.03%) Big Data
2 581 (20.93%) SQL Server
3 526 (18.95%) QlikView
4 438 (15.78%) Data Warehouse
5 409 (14.73%) Hadoop
6 395 (14.23%) SQL Server Reporting Services
7 375 (13.51%) SQL Server Integration Services
8 254 (9.15%) SQL Server Analysis Services
9 232 (8.36%) Data Mining
10 224 (8.07%) NoSQL
11 201 (7.24%) Power BI
12 195 (7.02%) BusinessObjects
13 167 (6.02%) MongoDB
14 164 (5.91%) Relational Database
15 128 (4.61%) PostgreSQL
16 120 (4.32%) Spotfire
17 116 (4.18%) Apache Hive
18 111 (4.00%) MySQL
19 88 (3.17%) SQL Server 2012
20 78 (2.81%) Qlik Sense
Development Applications
1 186 (6.70%) Git (software)
2 72 (2.59%) Jenkins
3 69 (2.49%) JIRA
4 58 (2.09%) Visual Studio
5 54 (1.95%) Team Foundation Server
6 48 (1.73%) Subversion
7 47 (1.69%) Vagrant
8 45 (1.62%) Jasmine
9 42 (1.51%) Grunt
10 39 (1.40%) Talend Open Studio
11 34 (1.22%) Maven
12 31 (1.12%) Selenium
13 29 (1.04%) TeamCity
13 29 (1.04%) Yeoman
14 28 (1.01%) Atlassian Bamboo
15 26 (0.94%) gulp
15 26 (0.94%) SpecFlow
15 26 (0.94%) Toad
16 25 (0.90%) Balsamiq Mockups
17 20 (0.72%) ERwin
General
1 668 (24.06%) Finance
2 282 (10.16%) Marketing
3 195 (7.02%) Banking
4 150 (5.40%) Retail
5 132 (4.76%) Telecoms
6 125 (4.50%) Games
7 63 (2.27%) Advertising
8 62 (2.23%) Front Office
9 56 (2.02%) Investment Banking
10 55 (1.98%) Legal
11 50 (1.80%) Law
12 48 (1.73%) Pharmaceutical
13 42 (1.51%) Publishing
14 39 (1.40%) Manufacturing
15 29 (1.04%) Financial Institution
16 22 (0.79%) Automotive
17 16 (0.58%) Back Office
18 15 (0.54%) Billing
19 14 (0.50%) Electronics
20 11 (0.40%) Retail Banking
Job Titles
1 1049 (37.79%) Developer
2 448 (16.14%) Analyst
3 258 (9.29%) Consultant
4 231 (8.32%) Data Scientist
5 225 (8.11%) Business Intelligence Developer
6 188 (6.77%) Data Analyst
7 139 (5.01%) JavaScript Developer
8 128 (4.61%) Architect
8 128 (4.61%) Business Intelligence Analyst
9 119 (4.29%) Senior Developer
10 118 (4.25%) Front End Developer (Client-Side Developer)
11 103 (3.71%) Software Engineer
12 102 (3.67%) Business Intelligence Consultant
13 96 (3.46%) Data Manager
14 92 (3.31%) Software Developer
15 91 (3.28%) SQL Analyst
16 86 (3.10%) SQL Developer
17 83 (2.99%) Analytics Manager
18 78 (2.81%) Web Developer
19 74 (2.67%) Java Developer
Libraries, Frameworks & Software Standards
1 515 (18.55%) HTML
2 439 (15.81%) CSS
3 312 (11.24%) HTML5
4 305 (10.99%) D3.js
5 273 (9.83%) .NET
6 242 (8.72%) AngularJS
7 204 (7.35%) CSS3
8 187 (6.74%) jQuery
9 141 (5.08%) Node.js
10 130 (4.68%) Web Services
11 121 (4.36%) XML
12 107 (3.85%) JSON
13 103 (3.71%) React
14 94 (3.39%) ASP.NET
15 86 (3.10%) REST
16 74 (2.67%) Backbone.js
17 71 (2.56%) Natural Language Processing
18 69 (2.49%) Ajax
19 68 (2.45%) MDX
19 68 (2.45%) Spring
Miscellaneous
1 708 (25.50%) Analytical Skills
2 469 (16.89%) Computer Science
3 225 (8.11%) User Experience
4 219 (7.89%) Mathematics
5 203 (7.31%) Algorithms
6 183 (6.59%) Statistics
7 85 (3.06%) Management Information System
8 84 (3.03%) Mobile App
9 72 (2.59%) Physics
10 52 (1.87%) Data Structures
11 49 (1.77%) Artificial Intelligence
12 48 (1.73%) Cybercrime
12 48 (1.73%) Data Integration
13 47 (1.69%) Equities
14 44 (1.59%) Data Extraction
15 43 (1.55%) Fintech
16 41 (1.48%) Social Media
17 40 (1.44%) Hedge funds
18 38 (1.37%) Animation
19 37 (1.33%) Neural Network
Operating Systems
1 262 (9.44%) Linux
2 249 (8.97%) Windows
3 155 (5.58%) Unix
4 80 (2.88%) Android
5 60 (2.16%) Apple iOS
6 43 (1.55%) Windows Phone
7 38 (1.37%) Windows Server
8 22 (0.79%) webOS
8 22 (0.79%) Windows Phone 7
9 21 (0.76%) Windows 8
9 21 (0.76%) Windows XP
10 13 (0.47%) CentOS
10 13 (0.47%) Red Hat Enterprise Linux
11 12 (0.43%) Ubuntu
12 10 (0.36%) Solaris
13 9 (0.32%) Mac OS
14 8 (0.29%) AIX
15 7 (0.25%) Mac OS X
16 6 (0.22%) HPUX
16 6 (0.22%) Windows Server 2012
Processes & Methodologies
1 1289 (46.43%) Data Visualisation
2 1151 (41.46%) Analytics
3 1067 (38.44%) Business Intelligence
4 805 (29.00%) Agile Software Development
5 446 (16.07%) ETL
6 433 (15.60%) Data Analytics
7 368 (13.26%) Machine Learning
8 331 (11.92%) Software Engineering
9 308 (11.10%) Data Analysis
10 280 (10.09%) Data Modelling
11 242 (8.72%) Scrum
12 229 (8.25%) Data Management
13 188 (6.77%) Web Development
14 184 (6.63%) TDD
15 180 (6.48%) SDLC
16 159 (5.73%) Open Source
17 152 (5.48%) OO
18 140 (5.04%) Front End Development
18 140 (5.04%) Project Management
19 131 (4.72%) Continuous Integration
Programming Languages
1 1263 (45.50%) SQL
2 696 (25.07%) JavaScript
3 683 (24.60%) Python
4 523 (18.84%) Java
5 338 (12.18%) R
6 321 (11.56%) C++
7 315 (11.35%) C#
8 207 (7.46%) T-SQL
9 138 (4.97%) VBA
10 132 (4.76%) Scala
11 126 (4.54%) C
12 114 (4.11%) MATLAB
13 94 (3.39%) Perl
14 83 (2.99%) Ruby
15 81 (2.92%) PL/SQL
16 61 (2.20%) PHP
17 51 (1.84%) Objective-C
18 41 (1.48%) VB.NET
19 38 (1.37%) Bash Shell
20 33 (1.19%) Clojure
Qualifications
1 667 (24.03%) Degree
2 139 (5.01%) PhD
3 121 (4.36%) Security Cleared
4 76 (2.74%) Microsoft Certification
5 48 (1.73%) DV Cleared
6 47 (1.69%) SC Cleared
7 33 (1.19%) MCSE
8 29 (1.04%) Cisco Certification
9 28 (1.01%) CCNA
9 28 (1.01%) VMware Certified Professional (VCP)
10 13 (0.47%) MBA
11 12 (0.43%) Postgraduate
12 10 (0.36%) ITIL Certification
13 7 (0.25%) PMI Certification
14 6 (0.22%) JNCIA
15 5 (0.18%) MCSA
15 5 (0.18%) SANS
16 4 (0.14%) GIAC
17 3 (0.11%) Oracle Certification
17 3 (0.11%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 167 (6.02%) Data Quality
2 116 (4.18%) QA
3 25 (0.90%) DICOM
4 22 (0.79%) ISO 9001
5 21 (0.76%) ISO13485
6 15 (0.54%) SLA
7 8 (0.29%) IAS 39
8 6 (0.22%) CRD IV
8 6 (0.22%) EMIR
8 6 (0.22%) MiFID
9 4 (0.14%) HL7
10 1 (0.036%) ISO20022
10 1 (0.036%) SNOMED CT
10 1 (0.036%) TickIT
System Software
1 92 (3.31%) VMware Infrastructure
2 79 (2.85%) Docker
3 64 (2.31%) Active Directory
4 47 (1.69%) Virtual Machines
5 42 (1.51%) VirtualBox
6 30 (1.08%) Hyper-V
7 20 (0.72%) Microsoft Virtual Server
7 20 (0.72%) Virtual Servers
8 17 (0.61%) HDFS
9 9 (0.32%) vCloud
9 9 (0.32%) vSphere
10 6 (0.22%) Apache Flume
11 5 (0.18%) GPFS
11 5 (0.18%) VMware Server
11 5 (0.18%) XenServer
12 4 (0.14%) Xen
13 3 (0.11%) Firmware
13 3 (0.11%) MetaFrame
13 3 (0.11%) Terminal Services
13 3 (0.11%) XenDesktop
Systems Management
1 33 (1.19%) Mesos
2 29 (1.04%) Kubernetes
2 29 (1.04%) Opscode Chef
3 24 (0.86%) WMI
4 23 (0.83%) Puppet
5 22 (0.79%) Control-M
6 12 (0.43%) Kibana
6 12 (0.43%) Nagios
7 11 (0.40%) Oozie
7 11 (0.40%) Rundeck
8 10 (0.36%) logstash
9 8 (0.29%) Tivoli
10 6 (0.22%) ITRS Geneos
11 5 (0.18%) Ansible
11 5 (0.18%) Grafana
11 5 (0.18%) Graphite
11 5 (0.18%) Tivoli Storage Manager
12 4 (0.14%) Packer
13 3 (0.11%) Hadoop YARN
13 3 (0.11%) QRadar
Vendors
1 786 (28.31%) Tableau
2 414 (14.91%) Microsoft
3 359 (12.93%) Oracle
4 177 (6.38%) SAP
5 151 (5.44%) Google
6 116 (4.18%) Cognos
7 99 (3.57%) IBM
8 94 (3.39%) Informatica
9 92 (3.31%) VMware
10 87 (3.13%) Adobe
11 78 (2.81%) MicroStrategy
12 62 (2.23%) Cloudera
13 52 (1.87%) Cisco
13 52 (1.87%) Hortonworks
14 43 (1.55%) TIBCO
15 39 (1.40%) Talend
16 38 (1.37%) Apple
17 35 (1.26%) Alteryx
18 33 (1.19%) Citrix
19 32 (1.15%) Jaspersoft
London
set2recruit
Salary: Up to £35,000 per annum
Posted: 1 hour ago
Manchester, Lancashire
Burns Sheehan
Salary: £30000 - £35000 per annum + Benefits
Posted: 1 hour ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: 1 hour ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: 2 hours ago
Leicester, Leicestershire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £30k to £65k (multiple roles) + benefits
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 22 hours ago
City, London
JWResource
Salary: From £45,000 to £60,000 per annum
Posted: 20 hours ago
London
onezeero.
Salary: £73000 - £80000 per annum + Bonus & Bens
Posted: 20 hours ago
Southampton, Hampshire
Big Wednesday Digital Ltd
Salary: £35000 - £65000 per annum + Negotiable
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits
Posted: 21 hours ago
London
Energon People
Salary: £35000 - £45000 per annum
Posted: Yesterday
West Sussex
Initi8 Recruitment
Salary: £35000 Per Annum
Posted: 16 hours ago
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: 23 hours ago
London
Exposed Solutions
Salary: £50000 - £80000 per annum
Posted: Yesterday
Buckinghamshire
Edison Hill Ltd
Salary: From £50,000 to £65,000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 2 days ago
London
Randstad Technologies
Salary: £0.00 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Oscar
Salary: £33000 - £38000 per annum + Benefits
Posted: Yesterday
City, London
Careerwise UK Limited
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Birmingham, West Midlands (County)
Stratospherec
Salary: From £25,000 to £40,000 per annum plus good benefits
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: Yesterday
Reading, Berkshire
Coal IT Services
Salary: From £50,000 to £55,000 per annum Plus Excellent Package
Posted: 20 hours ago
Belfast, County Antrim
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 2 days ago
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 3 days ago
London
Venturi
Salary: £50000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: Yesterday
Redhill, Surrey
Digitech Resourcing Ltd
Salary: From £70,000 to £100,000 per annum plus 16% bonus plus package
Posted: 2 days ago
East London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 2 days ago