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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 251 268 343
Rank change year-on-year
+17 +75
Permanent jobs citing Visualisation 1106 1173 933
As % of all permanent IT jobs located in England 1.32% 1.18% 0.88%
As % of the Miscellaneous category 3.22% 2.77% 2.16%
Number of salaries quoted 860 923 751
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £35,000 £35,000 £30,450
10% offered a salary of more than £80,000 £80,000 £72,500
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
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
34317 42371 43234
As % of all permanent IT jobs located in England 40.84% 42.74% 40.56%
Number of salaries quoted 28200 34192 35186
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 £29,252 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 10 December 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 10 December 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 -3 624 £60,000 +4.34% 93
South East +45 135 £50,000 +5.26% 15
East of England +56 84 £45,000 -10.00% 9
North West +16 75 £50,000 +8.10% 9
Yorkshire +51 64 £45,000 - 14
South West -2 63 £50,000 +15.60% 9
West Midlands -19 26 £60,000 +43.28% 5
East Midlands -1 18 £40,500 -10.00% 7
North East +14 12 £40,000 -11.11% 3
Visualisation
UK

Visualisation
Top 30 Related IT Skills in England

For the 6 months to 10 December 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.

1 976 (44.36%) Data Visualisation
2 890 (40.45%) Analytics
3 862 (39.18%) SQL
4 778 (35.36%) Business Intelligence
5 680 (30.91%) Agile Software Development
6 596 (27.09%) Degree
7 593 (26.95%) JavaScript
8 556 (25.27%) Finance
9 534 (24.27%) Tableau
10 524 (23.82%) Big Data
11 485 (22.05%) Python
12 463 (21.05%) HTML
13 450 (20.45%) Analytical Skills
14 402 (18.27%) CSS
15 375 (17.05%) QlikView
16 374 (17.00%) Java
17 372 (16.91%) SQL Server
18 350 (15.91%) Data Analytics
19 334 (15.18%) Data Warehouse
20 329 (14.95%) ETL
20 329 (14.95%) Computer Science
21 325 (14.77%) Microsoft
22 305 (13.86%) AngularJS
23 290 (13.18%) Software Engineering
24 288 (13.09%) Hadoop
25 271 (12.32%) HTML5
26 266 (12.09%) C#
27 256 (11.64%) D3.js
28 255 (11.59%) SQL Server Integration Services
29 251 (11.41%) C++

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
1 203 (9.23%) Apache Spark
2 162 (7.36%) SAS
3 92 (4.18%) Elasticsearch
4 71 (3.23%) Apache Pig
5 60 (2.73%) SharePoint
6 54 (2.45%) Apache
7 29 (1.32%) Confluence
8 26 (1.18%) OpenStack
9 16 (0.73%) WebLogic
10 14 (0.64%) MS Exchange
11 11 (0.50%) ArcGIS
11 11 (0.50%) Exchange Server 2003
12 10 (0.45%) Apache Solr
13 8 (0.36%) Alfresco
13 8 (0.36%) nginx
14 6 (0.27%) WordPress
15 5 (0.23%) Adobe Experience Manager
15 5 (0.23%) NServiceBus
16 4 (0.18%) SharePoint 2010
16 4 (0.18%) SharePoint 2013
Applications
1 193 (8.77%) MS Excel
2 98 (4.45%) SPSS
3 49 (2.23%) MS PowerPoint
4 44 (2.00%) Photoshop
5 38 (1.73%) Adobe Illustrator
6 37 (1.68%) MS Office
7 17 (0.77%) MS Project
8 16 (0.73%) OmniGraffle
9 15 (0.68%) Spreadsheet
10 13 (0.59%) InDesign
11 9 (0.41%) Adobe Creative Suite
12 6 (0.27%) Gephi
13 3 (0.14%) Mathematica
14 2 (0.091%) CPLEX
14 2 (0.091%) Fireworks
14 2 (0.091%) Maya
14 2 (0.091%) MS Visio
14 2 (0.091%) SOLIDWORKS
15 1 (0.045%) 3ds Max
15 1 (0.045%) Weka
Business Applications
1 35 (1.59%) Cognos Business Intelligence
2 17 (0.77%) Dynamics CRM
3 14 (0.64%) Cognos Planning
4 7 (0.32%) WebTrends
5 5 (0.23%) Eloqua
5 5 (0.23%) Epicor Tropos
5 5 (0.23%) Oracle EBS
5 5 (0.23%) Relativity
6 4 (0.18%) Cognos TM1
7 3 (0.14%) Oracle Financials
7 3 (0.14%) Sprinklr
8 2 (0.091%) Dynamics AX
8 2 (0.091%) Dynamics NAV
8 2 (0.091%) FastStats
8 2 (0.091%) Oracle ERP
8 2 (0.091%) SAP ERP
9 1 (0.045%) Hyperion Planning
9 1 (0.045%) Magento
9 1 (0.045%) SAP Oil and Gas
9 1 (0.045%) thinkFolio
Cloud Services
1 168 (7.64%) Amazon AWS
2 136 (6.18%) Microsoft Azure
3 54 (2.45%) Google Analytics
4 32 (1.45%) Amazon EC2
5 28 (1.27%) Adobe Analytics
6 24 (1.09%) Google Cloud Platform
6 24 (1.09%) SaaS
7 19 (0.86%) PaaS
8 18 (0.82%) Amazon S3
9 17 (0.77%) IaaS
10 12 (0.55%) Amazon EMR
10 12 (0.55%) Google App Engine
10 12 (0.55%) Office 365
11 11 (0.50%) Amazon SQS
11 11 (0.50%) GitHub
12 10 (0.45%) Adobe Creative Cloud
13 9 (0.41%) Amazon Kinesis
14 7 (0.32%) Cloud Computing
14 7 (0.32%) Data Lake Analytics
15 6 (0.27%) IBM Cloud
Communications & Networking
1 52 (2.36%) Internet
2 23 (1.05%) HTTP
3 19 (0.86%) Network Security
4 18 (0.82%) Firewall
5 17 (0.77%) SSL
6 15 (0.68%) HTTPS
6 15 (0.68%) Wireshark
7 13 (0.59%) SNMP
7 13 (0.59%) VPN
8 12 (0.55%) SAN
9 11 (0.50%) Cisco ASA
10 10 (0.45%) LAN
10 10 (0.45%) TCP/IP
11 9 (0.41%) DNS
12 8 (0.36%) Ethernet
12 8 (0.36%) WAN
12 8 (0.36%) Wireless
13 7 (0.32%) DHCP
14 6 (0.27%) FTP
14 6 (0.27%) VLAN
Database & Business Intelligence
1 524 (23.82%) Big Data
2 375 (17.05%) QlikView
3 372 (16.91%) SQL Server
4 334 (15.18%) Data Warehouse
5 288 (13.09%) Hadoop
6 255 (11.59%) SQL Server Integration Services
7 240 (10.91%) SQL Server Reporting Services
8 179 (8.14%) NoSQL
9 167 (7.59%) Relational Database
10 166 (7.55%) MySQL
11 156 (7.09%) SQL Server Analysis Services
12 151 (6.86%) Power BI
13 146 (6.64%) BusinessObjects
14 138 (6.27%) Data Mining
15 130 (5.91%) MongoDB
16 103 (4.68%) RDBMS
17 86 (3.91%) Apache Hive
18 65 (2.95%) Qlik Sense
19 63 (2.86%) Spotfire
20 51 (2.32%) GIS
Development Applications
1 106 (4.82%) Git (software)
2 74 (3.36%) gulp
3 70 (3.18%) Grunt
4 69 (3.14%) JIRA
5 39 (1.77%) Karma Test Runner
6 33 (1.50%) Jenkins
7 30 (1.36%) Talend Open Studio
8 28 (1.27%) Jasmine
9 25 (1.14%) jspm
9 25 (1.14%) Subversion
10 21 (0.95%) Vagrant
11 20 (0.91%) Maven
12 19 (0.86%) Axure RP
12 19 (0.86%) SQL Server Management Studio (SSMS)
13 18 (0.82%) Yeoman
14 17 (0.77%) Balsamiq Mockups
14 17 (0.77%) Mocha
15 16 (0.73%) Ant
16 14 (0.64%) webpack
17 13 (0.59%) QUnit
General
1 556 (25.27%) Finance
2 202 (9.18%) Marketing
3 162 (7.36%) Banking
4 125 (5.68%) Retail
5 95 (4.32%) Games
6 86 (3.91%) Telecoms
7 75 (3.41%) Front Office
7 75 (3.41%) Legal
8 71 (3.23%) Investment Banking
9 41 (1.86%) Military
10 33 (1.50%) Publishing
11 31 (1.41%) Manufacturing
12 24 (1.09%) Automotive
13 22 (1.00%) Advertising
13 22 (1.00%) Pharmaceutical
14 16 (0.73%) Financial Institution
14 16 (0.73%) Law
15 10 (0.45%) Back Office
16 9 (0.41%) Russian Language
17 7 (0.32%) Billing
Job Titles
1 803 (36.50%) Developer
2 322 (14.64%) Analyst
3 204 (9.27%) Consultant
4 178 (8.09%) JavaScript Developer
5 165 (7.50%) Data Scientist
6 133 (6.05%) Business Intelligence Developer
7 124 (5.64%) Architect
7 124 (5.64%) Data Analyst
8 123 (5.59%) Front End Developer (Client-Side Developer)
9 118 (5.36%) Software Engineer
10 99 (4.50%) Web Developer
11 88 (4.00%) Senior Developer
12 78 (3.55%) Business Intelligence Analyst
13 75 (3.41%) SQL Developer
14 73 (3.32%) Data Architect
15 68 (3.09%) Analytics Manager
16 67 (3.05%) Business Intelligence Consultant
16 67 (3.05%) SSIS Developer
17 66 (3.00%) HTML Developer
18 64 (2.91%) Data Consultant
Libraries, Frameworks & Software Standards
1 463 (21.05%) HTML
2 402 (18.27%) CSS
3 305 (13.86%) AngularJS
4 271 (12.32%) HTML5
5 256 (11.64%) D3.js
6 185 (8.41%) Node.js
7 173 (7.86%) .NET
8 162 (7.36%) CSS3
9 153 (6.95%) jQuery
10 144 (6.55%) React
11 108 (4.91%) Spring
12 94 (4.27%) Web Services
13 89 (4.05%) Hibernate
14 87 (3.95%) XML
15 69 (3.14%) REST
16 65 (2.95%) JSON
16 65 (2.95%) Sass
17 63 (2.86%) Middleware
18 61 (2.77%) KnockoutJS
19 59 (2.68%) Twitter Bootstrap
Miscellaneous
1 450 (20.45%) Analytical Skills
2 329 (14.95%) Computer Science
3 239 (10.86%) User Experience
4 165 (7.50%) Mathematics
5 135 (6.14%) Algorithms
6 127 (5.77%) Statistics
7 64 (2.91%) Mobile App
8 63 (2.86%) Data Integration
9 48 (2.18%) Management Information System
10 45 (2.05%) Credit Risk
10 45 (2.05%) PKI
11 44 (2.00%) Artificial Intelligence
12 43 (1.95%) Physics
13 42 (1.91%) Client/Server
13 42 (1.91%) Hedge funds
14 37 (1.68%) Data Structures
15 36 (1.64%) Social Media
16 34 (1.55%) Data Extraction
17 31 (1.41%) Equities
17 31 (1.41%) Neural Network
Operating Systems
1 241 (10.95%) Linux
2 138 (6.27%) Windows
3 65 (2.95%) Unix
4 52 (2.36%) Android
5 31 (1.41%) Apple iOS
6 29 (1.32%) Windows Phone
7 28 (1.27%) CentOS
8 25 (1.14%) Red Hat Enterprise Linux
9 23 (1.05%) Windows Server
10 13 (0.59%) Windows XP
11 11 (0.50%) Ubuntu
11 11 (0.50%) Windows 8
12 9 (0.41%) Solaris
13 8 (0.36%) AIX
13 8 (0.36%) HPUX
13 8 (0.36%) Mac OS
14 5 (0.23%) Windows Server 2008
15 4 (0.18%) webOS
15 4 (0.18%) Windows Phone 7
15 4 (0.18%) Windows Server 2003
Processes & Methodologies
1 976 (44.36%) Data Visualisation
2 890 (40.45%) Analytics
3 778 (35.36%) Business Intelligence
4 680 (30.91%) Agile Software Development
5 350 (15.91%) Data Analytics
6 329 (14.95%) ETL
7 290 (13.18%) Software Engineering
8 229 (10.41%) Scrum
9 214 (9.73%) Machine Learning
10 213 (9.68%) Data Analysis
11 211 (9.59%) Data Modelling
12 203 (9.23%) Web Development
13 199 (9.05%) Data Management
14 195 (8.86%) Front End Development
15 146 (6.64%) OO
16 135 (6.14%) Stakeholder Management
17 127 (5.77%) Project Management
18 121 (5.50%) SDLC
19 113 (5.14%) DevOps
20 109 (4.95%) TDD
Programming Languages
1 862 (39.18%) SQL
2 593 (26.95%) JavaScript
3 485 (22.05%) Python
4 374 (17.00%) Java
5 266 (12.09%) C#
6 251 (11.41%) C++
7 219 (9.95%) R
8 184 (8.36%) T-SQL
9 139 (6.32%) C
10 86 (3.91%) Perl
11 81 (3.68%) Ruby
12 79 (3.59%) PHP
13 75 (3.41%) Scala
14 73 (3.32%) VBA
15 52 (2.36%) MATLAB
16 51 (2.32%) TypeScript
17 49 (2.23%) ES6
18 32 (1.45%) PL/SQL
19 30 (1.36%) Data Analysis Expressions (DAX)
20 24 (1.09%) VB.NET
Qualifications
1 596 (27.09%) Degree
2 99 (4.50%) Security Cleared
3 82 (3.73%) PhD
4 61 (2.77%) DV Cleared
5 47 (2.14%) SC Cleared
6 28 (1.27%) Microsoft Certification
7 17 (0.77%) MCSE
8 15 (0.68%) PMI Certification
9 11 (0.50%) CCNA
9 11 (0.50%) Cisco Certification
9 11 (0.50%) VMware Certified Professional (VCP)
10 9 (0.41%) A+ Certification
10 9 (0.41%) PMP
11 8 (0.36%) ITIL Certification
11 8 (0.36%) Postgraduate
12 4 (0.18%) CISM
12 4 (0.18%) CISSP
12 4 (0.18%) ISEB
12 4 (0.18%) MCSA
13 3 (0.14%) CISA
Quality Assurance & Compliance
1 156 (7.09%) Data Quality
2 64 (2.91%) QA
3 32 (1.45%) DICOM
4 23 (1.05%) ISO 9001
5 18 (0.82%) ISO13485
6 14 (0.64%) HL7
6 14 (0.64%) MiFID
7 9 (0.41%) SLA
8 5 (0.23%) Basel III
9 3 (0.14%) Dodd-Frank
10 2 (0.091%) CRD IV
10 2 (0.091%) IAS 39
10 2 (0.091%) ISO/IEC 27001
11 1 (0.045%) COBIT
11 1 (0.045%) ISO20022
11 1 (0.045%) SNOMED CT
System Software
1 94 (4.27%) VMware Infrastructure
2 67 (3.05%) Hyper-V
3 41 (1.86%) Docker
4 27 (1.23%) Active Directory
5 15 (0.68%) HDFS
6 13 (0.59%) Virtual Machines
7 12 (0.55%) VirtualBox
8 11 (0.50%) Microsoft Virtual Server
8 11 (0.50%) Virtual Servers
9 9 (0.41%) Ceph
9 9 (0.41%) Slurm Workload Manager
10 3 (0.14%) Apache ZooKeeper
10 3 (0.14%) Varnish
10 3 (0.14%) Xen
11 2 (0.091%) GridGain
11 2 (0.091%) VMware Server
12 1 (0.045%) Apache Flume
12 1 (0.045%) Terminal Services
12 1 (0.045%) XenApp
12 1 (0.045%) XenServer
Systems Management
1 37 (1.68%) Puppet
2 30 (1.36%) Ansible
2 30 (1.36%) Opscode Chef
3 10 (0.45%) Kibana
4 8 (0.36%) logstash
4 8 (0.36%) Oracle ZFS
5 7 (0.32%) Nagios
6 6 (0.27%) Control-M
7 5 (0.23%) Grafana
7 5 (0.23%) Graphite
8 4 (0.18%) Mesos
9 3 (0.14%) Nmap
10 2 (0.091%) EnCase
10 2 (0.091%) Hadoop YARN
10 2 (0.091%) QRadar
10 2 (0.091%) SCCM
10 2 (0.091%) WMI
11 1 (0.045%) Ambari
11 1 (0.045%) Oozie
11 1 (0.045%) TeamSite
Vendors
1 534 (24.27%) Tableau
2 325 (14.77%) Microsoft
3 231 (10.50%) Oracle
4 129 (5.86%) Google
5 102 (4.64%) SAP
6 94 (4.27%) Cognos
6 94 (4.27%) VMware
7 72 (3.27%) MicroStrategy
8 66 (3.00%) Informatica
9 60 (2.73%) Adobe
10 54 (2.45%) Alteryx
11 41 (1.86%) IBM
12 39 (1.77%) Cisco
13 33 (1.50%) Vertica
14 30 (1.36%) Talend
15 28 (1.27%) Netezza
16 27 (1.23%) Salesforce.com
17 24 (1.09%) Sybase
18 23 (1.05%) Hortonworks
19 21 (0.95%) Red Hat
Sudbury, Suffolk
Hurren and Hope
Salary: Market related
Posted: Yesterday
Cambridge, Cambridgeshire
IT Connections
Salary: 35,000 - 45,000
Posted: 22 hours ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £50000 - £55000 per annum
Posted: 21 hours ago
Malvern, Worcestershire
Senitor Associates
Salary: £25000 - £40000 per annum + Additional Benefits
Posted: 21 hours ago
South East
Austin Fraser
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 22 hours ago
Leeds, West Yorkshire
Recruit 4 Talent
Salary: £50000 - £53000 Per Annum Flexible working arrangements,Half a day a w
Posted: Yesterday
Ipswich, Suffolk
Hurren and Hope
Salary: £40k - 50k per year
Posted: 2 days ago
Leeds, West Yorkshire
onezeero.
Salary: £30000 - £55000 per annum + Bonus & Bens
Posted: 23 hours ago
London
Joseph Harry Ltd
Salary: £55000 - £65000 per annum + 15% Bonus + Pension
Posted: Yesterday
London
HFG
Salary: £30000 - £50000 per annum
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 2 days ago
City, London
Eames Consulting
Salary: £35000 - £45000 per annum + Bonus and Benefits
Posted: 3 days ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: 2 days ago
York, North Yorkshire
Go IT Recruitment Ltd
Salary: From £35,000 to £55,000 per annum + excellent benefits
Posted: 22 hours ago
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 2 days ago
South East London
Client Server
Salary: £30k to £65k (multiple roles) + benefits
Posted: 4 days ago
Manchester, Lancashire
Robert Walters
Salary: £40000 - £45000 per annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: Yesterday
Middlesbrough, Cleveland
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £30000.00 per annum
Posted: 2 days ago
London
McGregor Boyall
Salary: £50000.00 - £70000.00 per annum
Posted: 2 days ago
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Benefits
Posted: 2 days ago
Nottingham, Nottinghamshire
Exposed Solutions
Salary: £40000 - £50000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: Yesterday
West Midlands
Oliver James Associates
Salary: £32000 - £50000 per annum
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £85000 per annum + bonus, benefits, pension
Posted: 3 days ago
North West London
Client Server
Salary: £55k to £75k + benefits
Posted: 3 days ago
Keighley, West Yorkshire
Reed Technology
Salary: £22000 - £26000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 2 days ago