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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 255 307 370
Rank change year-on-year
+52 +63
Permanent jobs citing Visualisation 1235 1125 940
As % of all permanent IT jobs located in the UK 1.26% 1.03% 0.80%
As % of the Miscellaneous category 3.07% 2.43% 2.00%
Number of salaries quoted 973 881 753
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £90,000 £75,000 £72,500
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%

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
40236 46205 47052
As % of all permanent IT jobs located in the UK 41.18% 42.11% 40.14%
Number of salaries quoted 32923 36937 36708
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 £28,000 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
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 25 August 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 25 August 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 +39 1146 £55,000 +10.00% 153
London +21 649 £65,000 +18.18% 78
South East +63 191 £47,500 - 19
City of London +47 101 £61,250 +13.95% 18
South West +27 86 £42,500 -7.60% 12
East of England +52 64 £50,500 +12.22% 17
Yorkshire +34 59 £50,000 - 8
Scotland +41 56 £35,500 -25.26% 2
West Yorkshire +42 54 £52,500 +5.00% 7
Leeds +45 46 £50,000 - 7
Cambridge +39 41 £52,000 +12.43% 9
Cambridgeshire +35 41 £52,000 +12.43% 11
Oxfordshire +21 41 £45,000 - 5
Hampshire +10 39 £55,000 +10.00% 5
Gloucestershire +21 37 £55,000 - 5
North West +8 37 £40,000 -27.27% 10
West Midlands +1 37 £42,000 -6.66% 7
Glasgow +28 35 £30,500 -35.78%
Manchester +8 34 £39,750 -11.66% 9
Surrey +22 31 £45,000 -10.00%
Berkshire +19 28 £52,500 +31.25% 5
Oxford +12 25 £45,000 - 3
Woking +7 20 £42,500 -15.00%
Devon +12 18 £32,500 -10.34% 1
Bristol +7 18 £43,750 +14.37% 4
Edinburgh +3 17 £45,000 -5.26% 1
West Sussex -2 17 £35,000 -24.32%
Buckinghamshire +29 16 £45,000 +44.00% 2
Milton Keynes +31 13 £45,000 +44.00% 2
Portsmouth +17 12 £85,000 +78.94% 3

Visualisation
Top 30 Related IT Skills

For the 6 months to 25 August 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 1234 (46.74%) Data Visualisation
2 1193 (45.19%) SQL
3 1094 (41.44%) Analytics
4 1011 (38.30%) Business Intelligence
5 797 (30.19%) Agile Software Development
6 753 (28.52%) Tableau
7 691 (26.17%) Analytical Skills
8 671 (25.42%) Degree
9 665 (25.19%) Big Data
10 662 (25.08%) Finance
11 659 (24.96%) Python
12 629 (23.83%) JavaScript
13 563 (21.33%) SQL Server
14 505 (19.13%) QlikView
15 485 (18.37%) Java
16 462 (17.50%) HTML
17 443 (16.78%) ETL
18 437 (16.55%) Data Analytics
19 436 (16.52%) Computer Science
20 417 (15.80%) Data Warehouse
21 397 (15.04%) CSS
22 390 (14.77%) Microsoft
23 387 (14.66%) Hadoop
24 373 (14.13%) SQL Server Reporting Services
25 352 (13.33%) Oracle
26 351 (13.30%) Machine Learning
27 346 (13.11%) SQL Server Integration Services
28 324 (12.27%) Software Engineering
28 324 (12.27%) C++
29 323 (12.23%) R

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
1 260 (9.85%) SAS
2 259 (9.81%) Apache Spark
3 77 (2.92%) Apache Pig
4 70 (2.65%) SharePoint
5 58 (2.20%) Apache
6 46 (1.74%) Elasticsearch
7 31 (1.17%) MS Exchange
8 23 (0.87%) Exchange Server 2003
9 18 (0.68%) ArcGIS
9 18 (0.68%) Confluence
10 15 (0.57%) CMS
10 15 (0.57%) SharePoint 2013
10 15 (0.57%) WebLogic
11 13 (0.49%) JBoss
11 13 (0.49%) OpenStack
12 11 (0.42%) nginx
13 9 (0.34%) IPython
13 9 (0.34%) Jupyter
13 9 (0.34%) Tomcat
14 8 (0.30%) Apache Solr
Applications
1 186 (7.05%) MS Excel
2 135 (5.11%) SPSS
3 50 (1.89%) MS PowerPoint
4 47 (1.78%) MS Office
4 47 (1.78%) Photoshop
5 34 (1.29%) Adobe Illustrator
6 23 (0.87%) InDesign
7 13 (0.49%) OmniGraffle
8 12 (0.45%) MS Visio
9 9 (0.34%) Stata
10 7 (0.27%) Adobe Creative Suite
10 7 (0.27%) Gephi
11 5 (0.19%) 3ds Max
11 5 (0.19%) Spreadsheet
12 4 (0.15%) Adobe After Effects
12 4 (0.15%) Maya
12 4 (0.15%) MS Project
12 4 (0.15%) Weka
13 3 (0.11%) Siemens NX
14 2 (0.076%) InVision
Business Applications
1 14 (0.53%) Dynamics CRM
2 13 (0.49%) SAP Business One
3 12 (0.45%) Cognos Business Intelligence
4 9 (0.34%) SAP Oil and Gas
5 5 (0.19%) Adobe Campaign
5 5 (0.19%) Dynamics NAV
5 5 (0.19%) VisionPLUS
6 4 (0.15%) Cognos TM1
6 4 (0.15%) FastStats
6 4 (0.15%) Radian6
6 4 (0.15%) Relativity
6 4 (0.15%) Teamcenter
7 3 (0.11%) Primavera
7 3 (0.11%) WebTrends
8 2 (0.076%) Eloqua
8 2 (0.076%) Magento
8 2 (0.076%) Oracle ERP
8 2 (0.076%) SAP ERP
9 1 (0.038%) Markit EDM
9 1 (0.038%) Unica
Cloud Services
1 232 (8.79%) Amazon AWS
2 199 (7.54%) Microsoft Azure
3 81 (3.07%) Amazon S3
4 80 (3.03%) Amazon EC2
5 58 (2.20%) Google Analytics
6 52 (1.97%) IaaS
6 52 (1.97%) PaaS
7 36 (1.36%) SaaS
8 31 (1.17%) Amazon EMR
9 29 (1.10%) Amazon CloudWatch
10 20 (0.76%) Adobe Analytics
10 20 (0.76%) Cloud Computing
10 20 (0.76%) Google Cloud Platform
11 19 (0.72%) Amazon Kinesis
11 19 (0.72%) GitHub
11 19 (0.72%) IBM Cloud
12 10 (0.38%) CloudFront
12 10 (0.38%) Office 365
13 7 (0.27%) AWS Elastic Beanstalk
14 6 (0.23%) Adobe Creative Cloud
Communications & Networking
1 61 (2.31%) Internet
2 50 (1.89%) Firewall
3 44 (1.67%) TCP/IP
4 35 (1.33%) SAN
5 30 (1.14%) DNS
5 30 (1.14%) VPN
6 29 (1.10%) Network Security
7 22 (0.83%) Cisco ASA
8 19 (0.72%) HTTP
9 17 (0.64%) MPLS
10 14 (0.53%) HTTPS
11 12 (0.45%) LAN
12 11 (0.42%) DHCP
12 11 (0.42%) SSL
13 10 (0.38%) WAN
14 9 (0.34%) 4G
15 8 (0.30%) 3G
15 8 (0.30%) HSPA
15 8 (0.30%) LTE
15 8 (0.30%) Wi-Fi
Database & Business Intelligence
1 665 (25.19%) Big Data
2 563 (21.33%) SQL Server
3 505 (19.13%) QlikView
4 417 (15.80%) Data Warehouse
5 387 (14.66%) Hadoop
6 373 (14.13%) SQL Server Reporting Services
7 346 (13.11%) SQL Server Integration Services
8 242 (9.17%) NoSQL
9 232 (8.79%) SQL Server Analysis Services
10 219 (8.30%) Data Mining
11 195 (7.39%) Power BI
12 160 (6.06%) BusinessObjects
13 157 (5.95%) Relational Database
14 150 (5.68%) MongoDB
15 120 (4.55%) MySQL
16 116 (4.39%) Spotfire
17 113 (4.28%) Apache Hive
18 111 (4.20%) PostgreSQL
19 88 (3.33%) SQL Server 2012
20 80 (3.03%) Qlik Sense
Development Applications
1 181 (6.86%) Git (software)
2 68 (2.58%) JIRA
3 63 (2.39%) Jenkins
4 47 (1.78%) Visual Studio
5 46 (1.74%) Grunt
5 46 (1.74%) Subversion
6 44 (1.67%) Vagrant
7 43 (1.63%) Team Foundation Server
8 37 (1.40%) Jasmine
9 35 (1.33%) Maven
10 33 (1.25%) gulp
11 31 (1.17%) Selenium
11 31 (1.17%) Talend Open Studio
11 31 (1.17%) Yeoman
12 23 (0.87%) Atlassian Bamboo
12 23 (0.87%) Mocha
13 22 (0.83%) Balsamiq Mockups
14 21 (0.80%) TeamCity
15 19 (0.72%) ERwin
16 17 (0.64%) Axure RP
General
1 662 (25.08%) Finance
2 263 (9.96%) Marketing
3 200 (7.58%) Banking
4 146 (5.53%) Retail
5 122 (4.62%) Games
6 121 (4.58%) Telecoms
7 67 (2.54%) Front Office
8 60 (2.27%) Investment Banking
9 57 (2.16%) Legal
10 53 (2.01%) Advertising
11 46 (1.74%) Pharmaceutical
12 44 (1.67%) Law
13 43 (1.63%) Publishing
14 37 (1.40%) Manufacturing
15 31 (1.17%) Financial Institution
16 21 (0.80%) Back Office
17 20 (0.76%) Automotive
18 13 (0.49%) Billing
19 12 (0.45%) Electronics
20 10 (0.38%) Military
Job Titles
1 987 (37.39%) Developer
2 409 (15.49%) Analyst
3 257 (9.73%) Consultant
4 227 (8.60%) Data Scientist
5 211 (7.99%) Business Intelligence Developer
6 180 (6.82%) Data Analyst
7 136 (5.15%) JavaScript Developer
8 133 (5.04%) Architect
9 113 (4.28%) Business Intelligence Analyst
10 111 (4.20%) Senior Developer
11 109 (4.13%) Software Engineer
12 103 (3.90%) Front End Developer (Client-Side Developer)
13 98 (3.71%) Data Manager
14 97 (3.67%) Business Intelligence Consultant
15 83 (3.14%) SQL Developer
16 80 (3.03%) Analytics Manager
16 80 (3.03%) Web Developer
17 77 (2.92%) SQL Analyst
18 71 (2.69%) Data Architect
18 71 (2.69%) Software Developer
Libraries, Frameworks & Software Standards
1 462 (17.50%) HTML
2 397 (15.04%) CSS
3 284 (10.76%) HTML5
4 283 (10.72%) D3.js
5 247 (9.36%) .NET
6 229 (8.67%) AngularJS
7 190 (7.20%) CSS3
8 174 (6.59%) jQuery
9 146 (5.53%) Node.js
10 119 (4.51%) XML
11 118 (4.47%) Web Services
12 107 (4.05%) React
13 103 (3.90%) JSON
14 86 (3.26%) REST
15 76 (2.88%) Natural Language Processing
16 74 (2.80%) Spring
17 72 (2.73%) ASP.NET
18 71 (2.69%) Backbone.js
19 66 (2.50%) MDX
20 59 (2.23%) Ajax
Miscellaneous
1 691 (26.17%) Analytical Skills
2 436 (16.52%) Computer Science
3 219 (8.30%) User Experience
4 205 (7.77%) Mathematics
5 191 (7.23%) Algorithms
6 171 (6.48%) Statistics
7 90 (3.41%) Management Information System
8 82 (3.11%) Mobile App
9 69 (2.61%) Physics
10 56 (2.12%) Data Integration
11 55 (2.08%) Artificial Intelligence
12 48 (1.82%) Neural Network
13 46 (1.74%) Cybercrime
13 46 (1.74%) Hedge funds
14 45 (1.70%) Data Structures
15 43 (1.63%) Economics
15 43 (1.63%) Equities
16 40 (1.52%) Virtual Team
17 38 (1.44%) Fintech
18 37 (1.40%) Digital Media
Operating Systems
1 248 (9.39%) Linux
2 239 (9.05%) Windows
3 137 (5.19%) Unix
4 86 (3.26%) Android
5 61 (2.31%) Apple iOS
6 45 (1.70%) Windows Phone
7 33 (1.25%) Windows Server
8 24 (0.91%) Windows XP
9 23 (0.87%) Windows 8
10 22 (0.83%) webOS
10 22 (0.83%) Windows Phone 7
11 17 (0.64%) Red Hat Enterprise Linux
12 16 (0.61%) CentOS
13 12 (0.45%) Solaris
14 11 (0.42%) Ubuntu
15 10 (0.38%) AIX
15 10 (0.38%) Mac OS
16 8 (0.30%) HPUX
17 7 (0.27%) Mac OS X
17 7 (0.27%) Windows Server 2008
Processes & Methodologies
1 1234 (46.74%) Data Visualisation
2 1094 (41.44%) Analytics
3 1011 (38.30%) Business Intelligence
4 797 (30.19%) Agile Software Development
5 443 (16.78%) ETL
6 437 (16.55%) Data Analytics
7 351 (13.30%) Machine Learning
8 324 (12.27%) Software Engineering
9 305 (11.55%) Data Modelling
10 298 (11.29%) Data Analysis
11 248 (9.39%) Data Management
12 225 (8.52%) Scrum
13 171 (6.48%) Web Development
14 169 (6.40%) SDLC
15 165 (6.25%) TDD
16 155 (5.87%) OO
17 147 (5.57%) Project Management
18 140 (5.30%) Open Source
19 132 (5.00%) Front End Development
20 128 (4.85%) Stakeholder Management
Programming Languages
1 1193 (45.19%) SQL
2 659 (24.96%) Python
3 629 (23.83%) JavaScript
4 485 (18.37%) Java
5 324 (12.27%) C++
6 323 (12.23%) R
7 289 (10.95%) C#
8 201 (7.61%) T-SQL
9 128 (4.85%) C
10 126 (4.77%) Scala
11 121 (4.58%) VBA
12 104 (3.94%) MATLAB
13 86 (3.26%) Perl
14 79 (2.99%) Ruby
15 77 (2.92%) PL/SQL
16 66 (2.50%) PHP
17 40 (1.52%) Objective-C
17 40 (1.52%) VB.NET
18 38 (1.44%) Data Analysis Expressions (DAX)
19 33 (1.25%) Bash Shell
Qualifications
1 671 (25.42%) Degree
2 135 (5.11%) PhD
3 111 (4.20%) Security Cleared
4 68 (2.58%) Microsoft Certification
5 46 (1.74%) DV Cleared
6 38 (1.44%) SC Cleared
7 31 (1.17%) MCSE
8 27 (1.02%) Cisco Certification
9 26 (0.98%) CCNA
9 26 (0.98%) VMware Certified Professional (VCP)
10 15 (0.57%) Postgraduate
11 13 (0.49%) ITIL Certification
12 10 (0.38%) MBA
13 7 (0.27%) PMI Certification
14 6 (0.23%) JNCIA
14 6 (0.23%) SANS
15 5 (0.19%) GIAC
15 5 (0.19%) MCSA
16 3 (0.11%) HND
16 3 (0.11%) Oracle Certification
Quality Assurance & Compliance
1 174 (6.59%) Data Quality
2 86 (3.26%) QA
3 32 (1.21%) DICOM
4 27 (1.02%) ISO 9001
5 26 (0.98%) ISO13485
6 16 (0.61%) SLA
7 8 (0.30%) IAS 39
8 6 (0.23%) CRD IV
8 6 (0.23%) HL7
9 5 (0.19%) MiFID
10 4 (0.15%) EMIR
11 2 (0.076%) Basel III
12 1 (0.038%) ISO20022
12 1 (0.038%) SNOMED CT
System Software
1 91 (3.45%) VMware Infrastructure
2 72 (2.73%) Docker
3 54 (2.05%) Active Directory
4 45 (1.70%) Virtual Machines
5 40 (1.52%) VirtualBox
6 37 (1.40%) Hyper-V
7 22 (0.83%) Microsoft Virtual Server
7 22 (0.83%) Virtual Servers
8 18 (0.68%) HDFS
9 9 (0.34%) vCloud
9 9 (0.34%) vSphere
10 6 (0.23%) VMware Server
10 6 (0.23%) XenServer
11 5 (0.19%) Apache Flume
12 4 (0.15%) Xen
13 3 (0.11%) Firmware
13 3 (0.11%) MetaFrame
13 3 (0.11%) Terminal Services
13 3 (0.11%) XenApp
13 3 (0.11%) XenDesktop
Systems Management
1 34 (1.29%) Mesos
2 29 (1.10%) Kubernetes
3 23 (0.87%) Opscode Chef
4 20 (0.76%) Puppet
5 19 (0.72%) Control-M
6 16 (0.61%) WMI
7 12 (0.45%) Nagios
7 12 (0.45%) Oozie
7 12 (0.45%) Rundeck
8 8 (0.30%) Kibana
9 7 (0.27%) logstash
10 6 (0.23%) Ansible
10 6 (0.23%) ITRS Geneos
11 5 (0.19%) Grafana
11 5 (0.19%) Graphite
12 4 (0.15%) Tivoli
13 3 (0.11%) Backup Exec
13 3 (0.11%) Nessus
13 3 (0.11%) NetBackup
13 3 (0.11%) Norton AntiVirus
Vendors
1 753 (28.52%) Tableau
2 390 (14.77%) Microsoft
3 352 (13.33%) Oracle
4 152 (5.76%) SAP
5 133 (5.04%) Google
6 104 (3.94%) Cognos
7 95 (3.60%) Informatica
8 91 (3.45%) VMware
9 87 (3.30%) IBM
10 83 (3.14%) Adobe
11 80 (3.03%) MicroStrategy
12 53 (2.01%) Cisco
13 49 (1.86%) Alteryx
14 45 (1.70%) Cloudera
15 42 (1.59%) Hortonworks
16 38 (1.44%) TIBCO
17 31 (1.17%) Talend
18 28 (1.06%) Salesforce.com
19 27 (1.02%) Citrix
20 26 (0.98%) Red Hat
City, London
Evolution Recruitment Solutions
Salary: 38,000 + Benefits
Posted: 22 hours ago
City, London
Networking People
Salary: Bonus + Benefits
Posted: 16 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 19 hours ago
South East London
Client Server
Salary: £30k to £65k (multiple roles) + benefits
Posted: 2 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 15 hours ago
Plymouth, Devon
Applause IT Innovation
Salary: £30000 - £40000 per annum + benefits
Posted: 19 hours ago
London
Verticality Ltd
Salary: £50000 - £60000 per annum, Benefits Benefits Package
Posted: 22 hours ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: Yesterday
London
Codex
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
onezeero.
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
East London
Capita Resourcing - IT Resourcing
Salary: £37000 - £45000 per annum + Bens
Posted: 2 days ago
Berkshire
Testing Circle Ltd
Salary: £0.00 per annum
Posted: Yesterday
Leeds, West Yorkshire
Type Agency
Salary: From £22,000 to £28,000 per annum great benefits!
Posted: 18 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: Yesterday
London
Verticality Ltd
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: 22 hours ago
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: 22 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: Yesterday
Oxfordshire
Mortimer Spinks
Salary: £25000 - £75000 per annum
Posted: Yesterday
London
Talent International
Salary: £70000 - £95000 per annum + Benefits
Posted: 22 hours ago
London
Colston Consulting
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 15 hours ago
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 3 days ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 2 days ago
Edinburgh, Midlothian
FPSG Connect
Salary: £33000 - £42000 per annum + Pension + Medical Cover
Posted: Yesterday
Brighton, East Sussex
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 2 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
Reading, Berkshire
Coal IT Services
Salary: From £50,000 to £55,000 per annum Plus Excellent Package
Posted: Yesterday