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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Visualisation
Rank 263 288 359
Rank change year-on-year
+25 +71
Permanent jobs citing Visualisation 1175 1170 918
As % of all permanent IT jobs located in the UK 1.23% 1.07% 0.81%
As % of the Miscellaneous category 3.01% 2.52% 2.03%
Number of salaries quoted 898 923 727
Median salary £55,000 £50,000 £47,500
Median salary % change year-on-year
+10.00% +5.26%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £92,500 £75,000 £72,500
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%

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
39022 46486 45280
As % of all permanent IT jobs located in the UK 40.97% 42.44% 40.12%
Number of salaries quoted 31793 37415 35372
Median salary £50,000 £49,500 £46,500
Median salary % change year-on-year
+1.01% +6.45%
90% offered a salary of more than £29,000 £28,500 £28,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £41,837 £40,000
% change year-on-year
+1.58% +4.59%

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 September 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 September 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 +15 1098 £55,000 +4.76% 163
London +14 622 £62,500 +8.69% 82
South East +77 166 £47,500 - 18
City of London +55 106 £60,000 +14.28% 15
South West -2 73 £51,880 +14.66% 12
East of England +39 71 £50,000 +11.11% 14
Yorkshire +40 66 £45,500 -9.00% 13
West Yorkshire +47 56 £48,750 -2.50% 9
Leeds +42 49 £45,000 -10.00% 7
Scotland +47 44 £36,750 -22.63% 3
North West -12 43 £45,000 -18.18% 16
Cambridgeshire +36 40 £50,000 - 12
Cambridge +33 40 £50,000 - 12
Gloucestershire +10 38 £55,000 - 2
Hampshire +17 34 £55,000 +10.00% 3
Manchester +2 34 £45,000 -18.18% 16
Berkshire +49 32 £55,000 - 3
Oxfordshire +25 32 £47,500 +5.55% 4
West Midlands -8 31 £41,000 -25.45% 4
Glasgow +26 30 £33,000 -30.52% 2
Oxford +27 19 £47,500 +5.55% 3
Surrey +13 19 £45,000 -10.00% 4
East Sussex +20 18 £47,500 +15.15%
Tyne and Wear +11 16 £32,500 -44.68%
North East +11 16 £32,500 -44.68%
Newcastle upon Tyne +10 16 £32,500 -45.83%
Buckinghamshire +23 15 £45,000 +25.00% 2
West Sussex +1 15 £38,500 -16.75%
Bristol -4 15 £34,000 -24.44% 3
Brighton +23 14 £47,500 +18.75%

Visualisation
Top 30 Related IT Skills

For the 6 months to 28 September 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 1156 (45.44%) Data Visualisation
2 1081 (42.49%) SQL
3 1067 (41.94%) Analytics
4 957 (37.62%) Business Intelligence
5 772 (30.35%) Agile Software Development
6 715 (28.11%) Tableau
7 682 (26.81%) Finance
8 656 (25.79%) Degree
9 645 (25.35%) Big Data
10 632 (24.84%) Analytical Skills
11 618 (24.29%) Python
12 605 (23.78%) JavaScript
13 506 (19.89%) SQL Server
14 473 (18.59%) QlikView
15 463 (18.20%) HTML
16 458 (18.00%) Java
17 445 (17.49%) Data Analytics
18 435 (17.10%) ETL
19 409 (16.08%) Computer Science
20 395 (15.53%) Data Warehouse
21 393 (15.45%) CSS
22 367 (14.43%) Microsoft
23 360 (14.15%) Hadoop
24 336 (13.21%) Oracle
25 333 (13.09%) SQL Server Reporting Services
26 330 (12.97%) Machine Learning
27 322 (12.66%) Software Engineering
28 316 (12.42%) C++
29 305 (11.99%) SQL Server Integration Services
30 295 (11.60%) Data Modelling

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
1 244 (9.59%) Apache Spark
2 233 (9.16%) SAS
3 71 (2.79%) Apache Pig
4 68 (2.67%) SharePoint
5 61 (2.40%) Apache
6 48 (1.89%) Elasticsearch
7 27 (1.06%) MS Exchange
8 21 (0.83%) Exchange Server 2003
9 20 (0.79%) ArcGIS
9 20 (0.79%) Confluence
10 13 (0.51%) OpenStack
10 13 (0.51%) SharePoint 2013
10 13 (0.51%) WebLogic
11 9 (0.35%) Alfresco
11 9 (0.35%) CMS
11 9 (0.35%) Tomcat
12 8 (0.31%) nginx
13 6 (0.24%) IPython
13 6 (0.24%) Jupyter
13 6 (0.24%) NServiceBus
Applications
1 192 (7.55%) MS Excel
2 142 (5.58%) SPSS
3 54 (2.12%) MS PowerPoint
4 52 (2.04%) Photoshop
5 46 (1.81%) MS Office
6 36 (1.42%) Adobe Illustrator
7 21 (0.83%) InDesign
8 13 (0.51%) OmniGraffle
9 9 (0.35%) Adobe Creative Suite
9 9 (0.35%) MS Project
10 6 (0.24%) MS Visio
11 5 (0.20%) Gephi
12 4 (0.16%) Stata
13 3 (0.12%) Mathematica
13 3 (0.12%) Siemens NX
13 3 (0.12%) Spreadsheet
13 3 (0.12%) Weka
14 2 (0.079%) Adobe After Effects
14 2 (0.079%) CPLEX
14 2 (0.079%) Maya
Business Applications
1 14 (0.55%) Cognos Business Intelligence
1 14 (0.55%) Dynamics CRM
2 13 (0.51%) SAP Business One
3 7 (0.28%) SAP Oil and Gas
4 5 (0.20%) Adobe Campaign
4 5 (0.20%) Dynamics NAV
4 5 (0.20%) WebTrends
5 4 (0.16%) Cognos TM1
5 4 (0.16%) FastStats
5 4 (0.16%) Radian6
5 4 (0.16%) Relativity
6 3 (0.12%) Oracle Financials
6 3 (0.12%) Teamcenter
6 3 (0.12%) VisionPLUS
7 2 (0.079%) Eloqua
7 2 (0.079%) Magento
7 2 (0.079%) Oracle ERP
7 2 (0.079%) Primavera
7 2 (0.079%) SAP ERP
8 1 (0.039%) thinkFolio
Cloud Services
1 218 (8.57%) Amazon AWS
2 185 (7.27%) Microsoft Azure
3 73 (2.87%) Amazon EC2
4 71 (2.79%) Amazon S3
5 55 (2.16%) PaaS
6 53 (2.08%) IaaS
7 51 (2.00%) Google Analytics
8 42 (1.65%) SaaS
9 29 (1.14%) Amazon CloudWatch
10 25 (0.98%) Adobe Analytics
11 23 (0.90%) Amazon EMR
12 18 (0.71%) Google Cloud Platform
13 17 (0.67%) Cloud Computing
14 15 (0.59%) Amazon Kinesis
14 15 (0.59%) GitHub
14 15 (0.59%) IBM Cloud
15 12 (0.47%) Office 365
16 4 (0.16%) Amazon SQS
16 4 (0.16%) CloudFront
16 4 (0.16%) Virtual Private Cloud
Communications & Networking
1 64 (2.52%) Internet
2 36 (1.42%) Firewall
3 29 (1.14%) TCP/IP
4 27 (1.06%) Network Security
4 27 (1.06%) SAN
5 24 (0.94%) VPN
6 20 (0.79%) Cisco ASA
7 18 (0.71%) DNS
7 18 (0.71%) HTTP
8 13 (0.51%) HTTPS
9 12 (0.47%) LAN
10 11 (0.43%) SSL
11 10 (0.39%) MPLS
11 10 (0.39%) WAN
12 9 (0.35%) 4G
12 9 (0.35%) DHCP
13 8 (0.31%) 3G
13 8 (0.31%) HSPA
13 8 (0.31%) LTE
13 8 (0.31%) Wi-Fi
Database & Business Intelligence
1 645 (25.35%) Big Data
2 506 (19.89%) SQL Server
3 473 (18.59%) QlikView
4 395 (15.53%) Data Warehouse
5 360 (14.15%) Hadoop
6 333 (13.09%) SQL Server Reporting Services
7 305 (11.99%) SQL Server Integration Services
8 237 (9.32%) NoSQL
9 217 (8.53%) Data Mining
10 198 (7.78%) SQL Server Analysis Services
11 186 (7.31%) Power BI
12 157 (6.17%) Relational Database
13 150 (5.90%) MySQL
14 147 (5.78%) BusinessObjects
15 141 (5.54%) MongoDB
16 115 (4.52%) Spotfire
17 104 (4.09%) Apache Hive
18 87 (3.42%) SQL Server 2012
19 86 (3.38%) PostgreSQL
20 79 (3.11%) Qlik Sense
Development Applications
1 165 (6.49%) Git (software)
2 79 (3.11%) JIRA
3 64 (2.52%) Grunt
4 59 (2.32%) gulp
5 50 (1.97%) Jenkins
6 49 (1.93%) Subversion
7 44 (1.73%) Visual Studio
8 34 (1.34%) Team Foundation Server
9 31 (1.22%) Jasmine
9 31 (1.22%) Vagrant
10 30 (1.18%) Maven
10 30 (1.18%) Talend Open Studio
11 28 (1.10%) Selenium
11 28 (1.10%) Yeoman
12 26 (1.02%) Karma Test Runner
13 25 (0.98%) Balsamiq Mockups
14 21 (0.83%) Mocha
15 18 (0.71%) ERwin
16 17 (0.67%) Ant
16 17 (0.67%) Atlassian Bamboo
General
1 682 (26.81%) Finance
2 256 (10.06%) Marketing
3 179 (7.04%) Banking
4 153 (6.01%) Retail
5 118 (4.64%) Games
6 117 (4.60%) Telecoms
7 67 (2.63%) Front Office
8 62 (2.44%) Investment Banking
9 60 (2.36%) Legal
10 52 (2.04%) Advertising
11 43 (1.69%) Publishing
12 40 (1.57%) Pharmaceutical
13 35 (1.38%) Manufacturing
14 33 (1.30%) Law
15 28 (1.10%) Automotive
16 27 (1.06%) Financial Institution
17 16 (0.63%) Back Office
18 13 (0.51%) Military
19 11 (0.43%) Billing
20 10 (0.39%) Electronics
Job Titles
1 935 (36.75%) Developer
2 377 (14.82%) Analyst
3 243 (9.55%) Consultant
4 213 (8.37%) Data Scientist
5 191 (7.51%) Business Intelligence Developer
6 165 (6.49%) Data Analyst
7 149 (5.86%) JavaScript Developer
8 123 (4.83%) Software Engineer
9 116 (4.56%) Architect
10 101 (3.97%) Front End Developer (Client-Side Developer)
11 100 (3.93%) Business Intelligence Analyst
12 98 (3.85%) Senior Developer
13 96 (3.77%) Data Manager
14 87 (3.42%) Analytics Manager
15 85 (3.34%) Web Developer
16 83 (3.26%) Business Intelligence Consultant
17 78 (3.07%) Data Consultant
18 77 (3.03%) SQL Developer
19 69 (2.71%) C++ Developer
20 68 (2.67%) Data Architect
Libraries, Frameworks & Software Standards
1 463 (18.20%) HTML
2 393 (15.45%) CSS
3 285 (11.20%) HTML5
4 271 (10.65%) D3.js
5 255 (10.02%) AngularJS
6 214 (8.41%) .NET
7 179 (7.04%) CSS3
8 163 (6.41%) jQuery
9 161 (6.33%) Node.js
10 122 (4.80%) React
11 112 (4.40%) XML
12 105 (4.13%) Web Services
13 93 (3.66%) JSON
14 86 (3.38%) REST
15 81 (3.18%) Spring
16 75 (2.95%) Natural Language Processing
17 68 (2.67%) Backbone.js
18 65 (2.56%) MDX
19 58 (2.28%) Twitter Bootstrap
20 55 (2.16%) ASP.NET
Miscellaneous
1 632 (24.84%) Analytical Skills
2 409 (16.08%) Computer Science
3 236 (9.28%) User Experience
4 185 (7.27%) Mathematics
5 169 (6.64%) Statistics
6 168 (6.60%) Algorithms
7 80 (3.14%) Mobile App
8 78 (3.07%) Management Information System
9 65 (2.56%) Data Integration
10 58 (2.28%) Artificial Intelligence
11 49 (1.93%) Neural Network
12 48 (1.89%) Hedge funds
12 48 (1.89%) Physics
13 44 (1.73%) Credit Risk
13 44 (1.73%) Cybercrime
14 43 (1.69%) Data Structures
15 40 (1.57%) Data Extraction
15 40 (1.57%) Economics
15 40 (1.57%) Virtual Team
16 38 (1.49%) Social Media
Operating Systems
1 246 (9.67%) Linux
2 222 (8.73%) Windows
3 115 (4.52%) Unix
4 82 (3.22%) Android
5 61 (2.40%) Apple iOS
6 44 (1.73%) Windows Phone
7 28 (1.10%) Windows Server
8 22 (0.86%) Windows XP
9 21 (0.83%) CentOS
9 21 (0.83%) Windows 8
10 20 (0.79%) Red Hat Enterprise Linux
11 19 (0.75%) webOS
11 19 (0.75%) Windows Phone 7
12 13 (0.51%) Solaris
12 13 (0.51%) Ubuntu
13 11 (0.43%) AIX
14 10 (0.39%) HPUX
14 10 (0.39%) Mac OS
15 7 (0.28%) Windows Server 2008
16 6 (0.24%) Windows Server 2012
Processes & Methodologies
1 1156 (45.44%) Data Visualisation
2 1067 (41.94%) Analytics
3 957 (37.62%) Business Intelligence
4 772 (30.35%) Agile Software Development
5 445 (17.49%) Data Analytics
6 435 (17.10%) ETL
7 330 (12.97%) Machine Learning
8 322 (12.66%) Software Engineering
9 295 (11.60%) Data Modelling
10 277 (10.89%) Data Analysis
11 249 (9.79%) Data Management
12 226 (8.88%) Scrum
13 179 (7.04%) Web Development
14 167 (6.56%) SDLC
15 166 (6.53%) OO
16 148 (5.82%) TDD
17 147 (5.78%) Front End Development
18 145 (5.70%) Project Management
19 126 (4.95%) Stakeholder Management
20 121 (4.76%) Open Source
Programming Languages
1 1081 (42.49%) SQL
2 618 (24.29%) Python
3 605 (23.78%) JavaScript
4 458 (18.00%) Java
5 316 (12.42%) C++
6 294 (11.56%) R
7 273 (10.73%) C#
8 197 (7.74%) T-SQL
9 121 (4.76%) C
10 116 (4.56%) Scala
11 102 (4.01%) VBA
12 80 (3.14%) MATLAB
12 80 (3.14%) Perl
13 77 (3.03%) Ruby
14 67 (2.63%) PHP
15 61 (2.40%) PL/SQL
16 43 (1.69%) Data Analysis Expressions (DAX)
17 38 (1.49%) VB.NET
18 32 (1.26%) ES6
18 32 (1.26%) Objective-C
Qualifications
1 656 (25.79%) Degree
2 113 (4.44%) PhD
3 110 (4.32%) Security Cleared
4 60 (2.36%) Microsoft Certification
5 49 (1.93%) DV Cleared
6 40 (1.57%) SC Cleared
7 25 (0.98%) MCSE
8 21 (0.83%) Cisco Certification
9 20 (0.79%) CCNA
9 20 (0.79%) VMware Certified Professional (VCP)
10 12 (0.47%) Postgraduate
11 11 (0.43%) ITIL Certification
12 7 (0.28%) A+ Certification
13 6 (0.24%) JNCIA
14 5 (0.20%) MCSA
14 5 (0.20%) PMI Certification
15 3 (0.12%) GIAC
15 3 (0.12%) MBA
15 3 (0.12%) Oracle Certification
15 3 (0.12%) SANS
Quality Assurance & Compliance
1 192 (7.55%) Data Quality
2 72 (2.83%) QA
3 35 (1.38%) DICOM
4 27 (1.06%) ISO 9001
5 26 (1.02%) ISO13485
6 13 (0.51%) SLA
7 9 (0.35%) HL7
8 7 (0.28%) MiFID
9 5 (0.20%) Basel III
9 5 (0.20%) IAS 39
10 4 (0.16%) CRD IV
11 3 (0.12%) Dodd-Frank
12 2 (0.079%) EMIR
13 1 (0.039%) COBIT
13 1 (0.039%) ISO20022
13 1 (0.039%) SNOMED CT
System Software
1 90 (3.54%) VMware Infrastructure
2 55 (2.16%) Docker
3 45 (1.77%) Hyper-V
4 43 (1.69%) Active Directory
5 35 (1.38%) Virtual Machines
6 30 (1.18%) VirtualBox
7 20 (0.79%) Microsoft Virtual Server
7 20 (0.79%) Virtual Servers
8 19 (0.75%) HDFS
9 9 (0.35%) vCloud
9 9 (0.35%) vSphere
10 6 (0.24%) Apache Flume
10 6 (0.24%) VMware Server
10 6 (0.24%) XenServer
11 4 (0.16%) Xen
12 3 (0.12%) Firmware
12 3 (0.12%) MetaFrame
12 3 (0.12%) Terminal Services
12 3 (0.12%) XenApp
12 3 (0.12%) XenDesktop
Systems Management
1 33 (1.30%) Mesos
2 29 (1.14%) Kubernetes
3 24 (0.94%) Puppet
4 19 (0.75%) Opscode Chef
5 14 (0.55%) Control-M
6 13 (0.51%) Oozie
7 12 (0.47%) Rundeck
7 12 (0.47%) WMI
8 8 (0.31%) Ansible
9 7 (0.28%) Kibana
9 7 (0.28%) Nagios
10 6 (0.24%) logstash
11 5 (0.20%) Grafana
11 5 (0.20%) Graphite
12 3 (0.12%) Backup Exec
12 3 (0.12%) EnCase
12 3 (0.12%) Nessus
12 3 (0.12%) NetBackup
12 3 (0.12%) Nmap
12 3 (0.12%) Norton AntiVirus
Vendors
1 715 (28.11%) Tableau
2 367 (14.43%) Microsoft
3 336 (13.21%) Oracle
4 139 (5.46%) SAP
5 125 (4.91%) Google
6 94 (3.69%) Cognos
7 90 (3.54%) VMware
8 87 (3.42%) Informatica
9 76 (2.99%) Adobe
10 75 (2.95%) MicroStrategy
11 71 (2.79%) IBM
12 51 (2.00%) Alteryx
13 43 (1.69%) Cisco
14 34 (1.34%) TIBCO
15 33 (1.30%) Hortonworks
16 31 (1.22%) Cloudera
17 30 (1.18%) Talend
18 27 (1.06%) Netezza
18 27 (1.06%) Red Hat
19 26 (1.02%) Salesforce.com
London
set2recruit
Salary: Up to £35,000 per annum
Posted: 1 hour ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum + + package
Posted: 1 hour ago
South East
Parallel Consulting
Salary: £40000 - £55000 per annum
Posted: 2 hours ago
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 4 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Car + Benefits
Posted: 18 hours ago
Manchester, Lancashire
Lorien Resourcing
Salary: £45000 - £55000 per annum + +Bonus +Benefits
Posted: Yesterday
London
Randstad Technologies
Salary: £50000.00 - £70000.00 per annum + Attractive Bens & Bonus
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 19 hours ago
London
Codex
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
North West London
Aria Select Ltd
Salary: From £45,000 to £60,000 per annum
Posted: 2 hours ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: 2 hours ago
London
set2recruit
Salary: Up to £80,000 per annum
Posted: 19 hours ago
London
Twenty Recruitment Group
Salary: From £60,000 to £70,000 per annum + Benefits & Bonus
Posted: 16 hours ago
Devon
CPS Group UK
Posted: 20 hours ago
London
McGregor Boyall
Salary: £100000 - £130000 per annum + Benefits
Posted: 19 hours ago
South East London
MatchesFashion.com
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 4 days ago
London
Experis Ltd
Salary: £70000 - £90000 per annum
Posted: 2 days ago
South East London
Evolution Recruitment Solutions
Salary: 70,000-80,000
Posted: Yesterday
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £40000 per annum + Excellent Base+Prospects
Posted: Yesterday
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 16 hours ago
London
Parallel Consulting
Salary: £65000 - £85000 per annum + bonus, benefits, pension
Posted: 2 days ago
Manchester, Lancashire
Adalta Recruitment Solutions
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 22 hours ago
London
Codex
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £30000 - £65000 per annum
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 2 days ago