The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the England region. 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 265 280 364
Rank change year-on-year
+15 +84
Permanent jobs citing Visualisation 1098 1114 856
As % of all permanent IT jobs located in England 1.23% 1.09% 0.81%
As % of the Miscellaneous category 2.98% 2.55% 2.02%
Number of salaries quoted 865 877 693
Median salary £55,000 £52,500 £47,500
Median salary % change year-on-year
+4.76% +10.52%
90% offered a salary of more than £36,000 £35,000 £32,500
10% offered a salary of more than £95,000 £77,500 £72,500
UK excluding London median salary £45,000 £47,500 £37,500
% change year-on-year
-5.26% +26.66%
Visualisation
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
36902 43646 42479
As % of all permanent IT jobs located in England 41.19% 42.67% 40.25%
Number of salaries quoted 30347 35469 33435
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £28,550 £28,000
10% offered a salary of more than £80,000 £75,000 £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 in England

The demand trend of job ads across the England region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in England

Visualisation
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation across the England region.

Visualisation Salary Trend in England

Visualisation
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Visualisation across the England region over the 3 months to 28 September 2016.

Visualisation Salary Histogram in England

Visualisation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the England region 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
London +14 622 £62,500 +8.69% 84
South East +77 166 £47,500 - 19
South West -2 73 £51,880 +14.66% 13
East of England +39 71 £50,000 +11.11% 16
Yorkshire +40 66 £45,500 -9.00% 14
North West -12 43 £45,000 -18.18% 18
West Midlands -8 31 £41,000 -25.45% 4
North East +11 16 £32,500 -44.68% 1
East Midlands -4 3 £36,000 -20.00% 3
Midlands +5 1 - -
Visualisation
UK

Visualisation
Top 30 Related IT Skills in England

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 across the England region with a requirement for Visualisation.

1 1090 (45.99%) Data Visualisation
2 1042 (43.97%) SQL
3 969 (40.89%) Analytics
4 877 (37.00%) Business Intelligence
5 703 (29.66%) Agile Software Development
6 654 (27.59%) Tableau
7 610 (25.74%) Degree
8 605 (25.53%) Big Data
9 599 (25.27%) Finance
10 589 (24.85%) Analytical Skills
11 587 (24.77%) JavaScript
12 573 (24.18%) Python
13 456 (19.24%) SQL Server
14 453 (19.11%) QlikView
15 415 (17.51%) Data Analytics
16 410 (17.30%) Java
17 409 (17.26%) HTML
18 404 (17.05%) Computer Science
19 402 (16.96%) ETL
20 372 (15.70%) Data Warehouse
21 356 (15.02%) CSS
22 342 (14.43%) Hadoop
23 327 (13.80%) Microsoft
24 310 (13.08%) SQL Server Reporting Services
25 304 (12.83%) C++
26 302 (12.74%) Oracle
27 300 (12.66%) Machine Learning
28 293 (12.36%) Software Engineering
29 286 (12.07%) R
30 277 (11.69%) SQL Server Integration Services

Visualisation
Top Related IT Skills in England 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
1 224 (9.45%) Apache Spark
2 204 (8.61%) SAS
3 69 (2.91%) Apache Pig
4 61 (2.57%) Apache
5 53 (2.24%) SharePoint
6 48 (2.03%) Elasticsearch
7 27 (1.14%) MS Exchange
8 21 (0.89%) Exchange Server 2003
9 20 (0.84%) ArcGIS
9 20 (0.84%) Confluence
10 13 (0.55%) OpenStack
10 13 (0.55%) WebLogic
11 9 (0.38%) Alfresco
11 9 (0.38%) CMS
11 9 (0.38%) Tomcat
12 8 (0.34%) nginx
13 6 (0.25%) IPython
13 6 (0.25%) Jupyter
13 6 (0.25%) NServiceBus
14 5 (0.21%) Apache Solr
Applications
1 176 (7.43%) MS Excel
2 127 (5.36%) SPSS
3 44 (1.86%) MS Office
4 39 (1.65%) Photoshop
5 38 (1.60%) MS PowerPoint
6 23 (0.97%) Adobe Illustrator
7 13 (0.55%) OmniGraffle
8 9 (0.38%) Adobe Creative Suite
8 9 (0.38%) InDesign
8 9 (0.38%) MS Project
9 6 (0.25%) MS Visio
10 5 (0.21%) Gephi
11 3 (0.13%) Mathematica
11 3 (0.13%) Siemens NX
11 3 (0.13%) Spreadsheet
11 3 (0.13%) Weka
12 2 (0.084%) Adobe After Effects
12 2 (0.084%) CPLEX
12 2 (0.084%) Maya
12 2 (0.084%) SOLIDWORKS
Business Applications
1 14 (0.59%) Dynamics CRM
2 13 (0.55%) SAP Business One
3 10 (0.42%) Cognos Business Intelligence
4 6 (0.25%) SAP Oil and Gas
5 5 (0.21%) Adobe Campaign
5 5 (0.21%) Dynamics NAV
5 5 (0.21%) WebTrends
6 4 (0.17%) FastStats
6 4 (0.17%) Radian6
6 4 (0.17%) Relativity
7 3 (0.13%) Oracle Financials
7 3 (0.13%) Teamcenter
7 3 (0.13%) VisionPLUS
8 2 (0.084%) Cognos TM1
8 2 (0.084%) Eloqua
8 2 (0.084%) Magento
8 2 (0.084%) Oracle ERP
8 2 (0.084%) Primavera
8 2 (0.084%) SAP ERP
9 1 (0.042%) SimCorp Dimension
Cloud Services
1 185 (7.81%) Amazon AWS
2 155 (6.54%) Microsoft Azure
3 51 (2.15%) Google Analytics
4 44 (1.86%) Amazon EC2
5 42 (1.77%) Amazon S3
6 40 (1.69%) SaaS
7 26 (1.10%) PaaS
8 25 (1.05%) Adobe Analytics
9 24 (1.01%) IaaS
10 23 (0.97%) Amazon EMR
11 18 (0.76%) Google Cloud Platform
12 17 (0.72%) Cloud Computing
13 15 (0.63%) Amazon Kinesis
13 15 (0.63%) IBM Cloud
14 13 (0.55%) GitHub
15 11 (0.46%) Office 365
16 4 (0.17%) Amazon SQS
16 4 (0.17%) CloudFront
16 4 (0.17%) Force.com
16 4 (0.17%) Virtual Private Cloud
Communications & Networking
1 64 (2.70%) Internet
2 35 (1.48%) Firewall
3 29 (1.22%) TCP/IP
4 27 (1.14%) Network Security
5 23 (0.97%) SAN
5 23 (0.97%) VPN
6 20 (0.84%) Cisco ASA
7 18 (0.76%) HTTP
8 17 (0.72%) DNS
9 13 (0.55%) HTTPS
10 12 (0.51%) LAN
11 11 (0.46%) SSL
12 10 (0.42%) MPLS
12 10 (0.42%) WAN
13 9 (0.38%) 4G
14 8 (0.34%) HSPA
14 8 (0.34%) LTE
14 8 (0.34%) SNMP
14 8 (0.34%) Wi-Fi
14 8 (0.34%) Wireshark
Database & Business Intelligence
1 605 (25.53%) Big Data
2 456 (19.24%) SQL Server
3 453 (19.11%) QlikView
4 372 (15.70%) Data Warehouse
5 342 (14.43%) Hadoop
6 310 (13.08%) SQL Server Reporting Services
7 277 (11.69%) SQL Server Integration Services
8 215 (9.07%) NoSQL
9 202 (8.52%) Data Mining
10 179 (7.55%) SQL Server Analysis Services
11 171 (7.22%) Power BI
12 154 (6.50%) Relational Database
13 149 (6.29%) MySQL
14 140 (5.91%) BusinessObjects
15 137 (5.78%) MongoDB
16 102 (4.30%) Apache Hive
17 98 (4.14%) Spotfire
18 81 (3.42%) PostgreSQL
19 78 (3.29%) Qlik Sense
20 74 (3.12%) SQL Server 2012
Development Applications
1 147 (6.20%) Git (software)
2 67 (2.83%) JIRA
3 62 (2.62%) Grunt
4 57 (2.41%) gulp
5 37 (1.56%) Jenkins
6 32 (1.35%) Subversion
7 31 (1.31%) Vagrant
8 29 (1.22%) Jasmine
8 29 (1.22%) Maven
8 29 (1.22%) Visual Studio
9 28 (1.18%) Selenium
10 27 (1.14%) Yeoman
11 25 (1.05%) Karma Test Runner
12 24 (1.01%) Balsamiq Mockups
13 20 (0.84%) Mocha
14 17 (0.72%) Atlassian Bamboo
14 17 (0.72%) Team Foundation Server
15 16 (0.68%) Ant
15 16 (0.68%) Talend Open Studio
16 15 (0.63%) Axure RP
General
1 599 (25.27%) Finance
2 239 (10.08%) Marketing
3 158 (6.67%) Banking
4 139 (5.86%) Retail
5 116 (4.89%) Telecoms
6 106 (4.47%) Games
7 65 (2.74%) Front Office
8 60 (2.53%) Investment Banking
8 60 (2.53%) Legal
9 47 (1.98%) Advertising
10 41 (1.73%) Publishing
11 40 (1.69%) Pharmaceutical
12 34 (1.43%) Manufacturing
13 32 (1.35%) Law
14 28 (1.18%) Automotive
15 27 (1.14%) Financial Institution
16 16 (0.68%) Back Office
17 13 (0.55%) Military
18 11 (0.46%) Billing
19 9 (0.38%) Electronics
Job Titles
1 870 (36.71%) Developer
2 363 (15.32%) Analyst
3 234 (9.87%) Consultant
4 209 (8.82%) Data Scientist
5 174 (7.34%) Business Intelligence Developer
6 159 (6.71%) Data Analyst
7 149 (6.29%) JavaScript Developer
8 116 (4.89%) Software Engineer
9 114 (4.81%) Architect
10 99 (4.18%) Front End Developer (Client-Side Developer)
11 96 (4.05%) Senior Developer
12 94 (3.97%) Business Intelligence Analyst
13 82 (3.46%) Web Developer
14 81 (3.42%) Business Intelligence Consultant
15 79 (3.33%) Data Manager
16 77 (3.25%) SQL Developer
17 74 (3.12%) Analytics Manager
18 73 (3.08%) Data Consultant
19 66 (2.78%) C++ Developer
19 66 (2.78%) Data Architect
Libraries, Frameworks & Software Standards
1 409 (17.26%) HTML
2 356 (15.02%) CSS
3 251 (10.59%) AngularJS
4 250 (10.55%) D3.js
5 243 (10.25%) HTML5
6 207 (8.73%) .NET
7 157 (6.62%) Node.js
8 155 (6.54%) CSS3
9 142 (5.99%) jQuery
10 119 (5.02%) React
11 111 (4.68%) XML
12 101 (4.26%) Web Services
13 91 (3.84%) JSON
14 81 (3.42%) Spring
15 75 (3.16%) Natural Language Processing
16 66 (2.78%) REST
17 65 (2.74%) Backbone.js
18 54 (2.28%) ASP.NET
18 54 (2.28%) Twitter Bootstrap
19 53 (2.24%) Hibernate
Miscellaneous
1 589 (24.85%) Analytical Skills
2 404 (17.05%) Computer Science
3 218 (9.20%) User Experience
4 178 (7.51%) Mathematics
5 168 (7.09%) Algorithms
6 157 (6.62%) Statistics
7 77 (3.25%) Mobile App
8 72 (3.04%) Management Information System
9 58 (2.45%) Artificial Intelligence
10 55 (2.32%) Data Integration
11 49 (2.07%) Neural Network
12 48 (2.03%) Hedge funds
13 47 (1.98%) Physics
14 44 (1.86%) Cybercrime
15 40 (1.69%) Data Extraction
15 40 (1.69%) Data Structures
16 39 (1.65%) Economics
17 38 (1.60%) Social Media
18 32 (1.35%) Credit Risk
19 31 (1.31%) Fixed Income
Operating Systems
1 212 (8.95%) Linux
2 185 (7.81%) Windows
3 81 (3.42%) Unix
4 79 (3.33%) Android
5 58 (2.45%) Apple iOS
6 44 (1.86%) Windows Phone
7 25 (1.05%) Windows Server
8 22 (0.93%) Windows XP
9 21 (0.89%) CentOS
10 20 (0.84%) Red Hat Enterprise Linux
10 20 (0.84%) Windows 8
11 19 (0.80%) webOS
11 19 (0.80%) Windows Phone 7
12 13 (0.55%) Ubuntu
13 12 (0.51%) Solaris
14 10 (0.42%) AIX
14 10 (0.42%) HPUX
14 10 (0.42%) Mac OS
15 6 (0.25%) Debian
15 6 (0.25%) Windows Server 2008
Processes & Methodologies
1 1090 (45.99%) Data Visualisation
2 969 (40.89%) Analytics
3 877 (37.00%) Business Intelligence
4 703 (29.66%) Agile Software Development
5 415 (17.51%) Data Analytics
6 402 (16.96%) ETL
7 300 (12.66%) Machine Learning
8 293 (12.36%) Software Engineering
9 272 (11.48%) Data Modelling
10 262 (11.05%) Data Analysis
11 211 (8.90%) Scrum
12 206 (8.69%) Data Management
13 173 (7.30%) Web Development
14 148 (6.24%) OO
15 144 (6.08%) Front End Development
16 142 (5.99%) Project Management
17 125 (5.27%) Stakeholder Management
18 124 (5.23%) SDLC
19 117 (4.94%) TDD
20 111 (4.68%) Open Source
Programming Languages
1 1042 (43.97%) SQL
2 587 (24.77%) JavaScript
3 573 (24.18%) Python
4 410 (17.30%) Java
5 304 (12.83%) C++
6 286 (12.07%) R
7 256 (10.80%) C#
8 191 (8.06%) T-SQL
9 121 (5.11%) C
10 100 (4.22%) Scala
11 98 (4.14%) VBA
12 76 (3.21%) MATLAB
13 75 (3.16%) Ruby
14 70 (2.95%) Perl
15 66 (2.78%) PHP
16 61 (2.57%) PL/SQL
17 42 (1.77%) Data Analysis Expressions (DAX)
18 38 (1.60%) VB.NET
19 32 (1.35%) ES6
19 32 (1.35%) Objective-C
Qualifications
1 610 (25.74%) Degree
2 112 (4.73%) PhD
3 107 (4.51%) Security Cleared
4 49 (2.07%) DV Cleared
5 47 (1.98%) Microsoft Certification
6 40 (1.69%) SC Cleared
7 25 (1.05%) MCSE
8 21 (0.89%) Cisco Certification
9 20 (0.84%) CCNA
9 20 (0.84%) VMware Certified Professional (VCP)
10 12 (0.51%) Postgraduate
11 11 (0.46%) ITIL Certification
12 7 (0.30%) A+ Certification
13 6 (0.25%) JNCIA
14 5 (0.21%) MCSA
14 5 (0.21%) PMI Certification
15 3 (0.13%) GIAC
15 3 (0.13%) MBA
15 3 (0.13%) SANS
16 2 (0.084%) CREST Certified
Quality Assurance & Compliance
1 182 (7.68%) Data Quality
2 70 (2.95%) QA
3 35 (1.48%) DICOM
4 27 (1.14%) ISO 9001
5 26 (1.10%) ISO13485
6 13 (0.55%) SLA
7 9 (0.38%) HL7
8 7 (0.30%) MiFID
9 5 (0.21%) Basel III
10 4 (0.17%) CRD IV
11 3 (0.13%) Dodd-Frank
12 2 (0.084%) EMIR
13 1 (0.042%) COBIT
13 1 (0.042%) IAS 39
13 1 (0.042%) ISO20022
13 1 (0.042%) SNOMED CT
System Software
1 86 (3.63%) VMware Infrastructure
2 42 (1.77%) Active Directory
2 42 (1.77%) Hyper-V
3 31 (1.31%) Virtual Machines
4 30 (1.27%) VirtualBox
5 26 (1.10%) Docker
6 20 (0.84%) Microsoft Virtual Server
6 20 (0.84%) Virtual Servers
7 19 (0.80%) HDFS
8 6 (0.25%) Apache Flume
8 6 (0.25%) vCloud
8 6 (0.25%) VMware Server
9 5 (0.21%) vSphere
10 4 (0.17%) Xen
11 3 (0.13%) Apache ZooKeeper
11 3 (0.13%) Varnish
11 3 (0.13%) XenApp
11 3 (0.13%) XenServer
12 2 (0.084%) GridGain
13 1 (0.042%) LXC
Systems Management
1 24 (1.01%) Puppet
2 19 (0.80%) Opscode Chef
3 14 (0.59%) Control-M
4 12 (0.51%) WMI
5 8 (0.34%) Ansible
6 7 (0.30%) Kibana
6 7 (0.30%) Nagios
7 6 (0.25%) logstash
8 5 (0.21%) Grafana
8 5 (0.21%) Graphite
9 4 (0.17%) Mesos
10 3 (0.13%) EnCase
10 3 (0.13%) Nessus
10 3 (0.13%) Nmap
11 2 (0.084%) Oracle ZFS
11 2 (0.084%) SCCM
12 1 (0.042%) Ambari
12 1 (0.042%) HAProxy
12 1 (0.042%) Oozie
12 1 (0.042%) SCOM
Vendors
1 654 (27.59%) Tableau
2 327 (13.80%) Microsoft
3 302 (12.74%) Oracle
4 131 (5.53%) SAP
5 123 (5.19%) Google
6 86 (3.63%) VMware
7 76 (3.21%) Cognos
8 70 (2.95%) Informatica
9 68 (2.87%) IBM
9 68 (2.87%) MicroStrategy
10 62 (2.62%) Adobe
11 51 (2.15%) Alteryx
12 43 (1.81%) Cisco
13 34 (1.43%) TIBCO
14 33 (1.39%) Hortonworks
15 31 (1.31%) Cloudera
16 27 (1.14%) Netezza
16 27 (1.14%) Red Hat
17 26 (1.10%) Salesforce.com
18 22 (0.93%) Sybase
London
set2recruit
Salary: Up to £45,000 per annum
Posted: 6 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum
Posted: 9 hours ago
Sheffield, South Yorkshire
Salt
Salary: £50000 - £56000 per annum + pension
Posted: 11 hours ago
Colchester, Essex
Tec Partners
Salary: £25000.00 - £30000.00 per annum
Posted: 5 hours ago
London
set2recruit
Salary: Up to £45,000 per annum
Posted: 7 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum + + package
Posted: 12 hours ago
London
set2recruit
Salary: Up to £40,000 per annum
Posted: 5 hours ago
South East
Parallel Consulting
Salary: £40000 - £55000 per annum
Posted: 14 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 12 hours ago
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits package
Posted: 7 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £80000.00 - £100000.00 per annum + bonus and benefits
Posted: 5 hours ago
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 8 hours ago
Wells, Somerset
Datamine Software Limited
Salary: From £25,000 to £45,000 per annum strictly depending on experience
Posted: 8 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Car + Benefits
Posted: Yesterday
Manchester, Lancashire
Lorien Resourcing
Salary: £45000 - £55000 per annum + +Bonus +Benefits
Posted: Yesterday
Banbury, Oxfordshire
Client Server
Salary: £25k to £40k + bonus + benefits
Posted: 6 hours ago
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: Yesterday
London
Codex
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
North West London
Aria Select Ltd
Salary: From £45,000 to £60,000 per annum
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: 14 hours ago
London
set2recruit
Salary: Up to £80,000 per annum
Posted: Yesterday
London
Twenty Recruitment Group
Salary: From £60,000 to £70,000 per annum + Benefits & Bonus
Posted: Yesterday
London
McGregor Boyall
Salary: £100000 - £130000 per annum + Benefits
Posted: Yesterday
South East London
MatchesFashion.com
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 2 days ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 4 days ago