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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Visualisation
UK / England
Rank 232 251 355
Rank change year-on-year
+19 +104
Permanent jobs citing Visualisation 1128 1196 857
As % of all permanent IT jobs located in England 1.43% 1.30% 0.88%
As % of the Miscellaneous category 3.51% 3.05% 2.15%
Number of salaries quoted 918 964 703
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 £30,000
10% offered a salary of more than £75,000 £80,000 £73,000
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 in the England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
32166 39203 39871
As % of all permanent IT jobs located in England 40.79% 42.69% 40.77%
Number of salaries quoted 26365 31923 32571
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 £30,000 £28,000
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 16 January 2017.

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 16 January 2017. 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 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 +24 631 £57,500 - 101
South East +45 144 £51,250 +7.89% 17
East of England +60 109 £40,000 -20.00% 16
North West +9 67 £52,500 +5.00% 13
Yorkshire +14 62 £45,000 -5.26% 7
South West -7 59 £42,500 -5.55% 8
West Midlands 0 32 £65,000 +71.05% 6
East Midlands +5 17 £42,500 -5.55% 3
North East +3 6 £40,000 +33.33% 1
Visualisation
UK

Visualisation
Top 30 Related IT Skills in England

For the 6 months to 16 January 2017, 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 1045 (47.07%) Data Visualisation
2 910 (40.99%) Analytics
3 880 (39.64%) SQL
4 806 (36.31%) Business Intelligence
5 722 (32.52%) Agile Software Development
6 628 (28.29%) JavaScript
7 600 (27.03%) Degree
8 550 (24.77%) Finance
9 522 (23.51%) Tableau
10 515 (23.20%) Big Data
11 491 (22.12%) HTML
12 470 (21.17%) Python
13 432 (19.46%) CSS
14 425 (19.14%) SQL Server
15 422 (19.01%) Analytical Skills
16 401 (18.06%) Java
17 380 (17.12%) QlikView
18 352 (15.86%) Data Analytics
19 342 (15.41%) AngularJS
20 339 (15.27%) Data Warehouse
21 329 (14.82%) Computer Science
22 326 (14.68%) ETL
23 302 (13.60%) Microsoft
24 283 (12.75%) Software Engineering
25 279 (12.57%) C#
26 277 (12.48%) Hadoop
27 272 (12.25%) HTML5
28 271 (12.21%) Linux
29 261 (11.76%) SQL Server Integration Services
30 260 (11.71%) D3.js

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
1 218 (9.82%) Apache Spark
2 148 (6.67%) SAS
3 100 (4.50%) Elasticsearch
4 84 (3.78%) Apache Pig
5 64 (2.88%) Apache
6 45 (2.03%) SharePoint
7 34 (1.53%) Confluence
8 32 (1.44%) OpenStack
9 13 (0.59%) nginx
9 13 (0.59%) WebLogic
9 13 (0.59%) WordPress
10 12 (0.54%) Apache Solr
11 8 (0.36%) Alfresco
11 8 (0.36%) ArcGIS
11 8 (0.36%) MS Exchange
12 6 (0.27%) Tomcat
13 5 (0.23%) Adobe Experience Manager
13 5 (0.23%) Exchange Server 2003
14 4 (0.18%) NServiceBus
14 4 (0.18%) SharePoint 2010
Applications
1 198 (8.92%) MS Excel
2 94 (4.23%) SPSS
3 50 (2.25%) MS PowerPoint
4 44 (1.98%) Photoshop
5 38 (1.71%) Adobe Illustrator
6 33 (1.49%) MS Office
7 18 (0.81%) MS Project
8 16 (0.72%) OmniGraffle
9 15 (0.68%) InDesign
9 15 (0.68%) Spreadsheet
10 6 (0.27%) Adobe Creative Suite
11 4 (0.18%) Gephi
12 3 (0.14%) Mathematica
13 2 (0.090%) 3ds Max
13 2 (0.090%) Adobe After Effects
13 2 (0.090%) CPLEX
13 2 (0.090%) Fireworks
13 2 (0.090%) Maya
13 2 (0.090%) SOLIDWORKS
13 2 (0.090%) Weka
Business Applications
1 37 (1.67%) Cognos Business Intelligence
2 17 (0.77%) Dynamics CRM
3 16 (0.72%) Cognos Planning
4 8 (0.36%) Epicor Tropos
4 8 (0.36%) Oracle EBS
5 7 (0.32%) WebTrends
6 4 (0.18%) Eloqua
7 3 (0.14%) Cognos TM1
7 3 (0.14%) Oracle Financials
7 3 (0.14%) Sprinklr
8 2 (0.090%) Dynamics AX
8 2 (0.090%) FastStats
8 2 (0.090%) Relativity
8 2 (0.090%) SAP Oil and Gas
9 1 (0.045%) Dynamics GP
9 1 (0.045%) Hyperion Planning
9 1 (0.045%) Oracle Payables
9 1 (0.045%) Oracle Procure-to-Pay
9 1 (0.045%) Oracle Receivables
9 1 (0.045%) SAP ERP
Cloud Services
1 168 (7.57%) Amazon AWS
2 134 (6.04%) Microsoft Azure
3 66 (2.97%) Google Analytics
4 37 (1.67%) Adobe Analytics
5 28 (1.26%) Amazon EC2
5 28 (1.26%) Google Cloud Platform
6 25 (1.13%) SaaS
7 19 (0.86%) PaaS
8 17 (0.77%) Adobe Creative Cloud
8 17 (0.77%) Google App Engine
8 17 (0.77%) IaaS
9 16 (0.72%) GitHub
10 14 (0.63%) Amazon S3
11 13 (0.59%) Office 365
12 10 (0.45%) Amazon EMR
12 10 (0.45%) Amazon SQS
13 8 (0.36%) Amazon Kinesis
14 7 (0.32%) Data Lake Analytics
15 5 (0.23%) Cloud Computing
16 3 (0.14%) Slack
Communications & Networking
1 48 (2.16%) Internet
2 27 (1.22%) Network Security
3 22 (0.99%) HTTP
4 19 (0.86%) Wireshark
5 17 (0.77%) SNMP
6 14 (0.63%) SSL
7 13 (0.59%) Firewall
8 11 (0.50%) HTTPS
9 9 (0.41%) Ethernet
9 9 (0.41%) LAN
9 9 (0.41%) Wireless
10 8 (0.36%) DNS
11 7 (0.32%) FTP
11 7 (0.32%) TCP/IP
11 7 (0.32%) VPN
11 7 (0.32%) WAN
12 6 (0.27%) DHCP
13 5 (0.23%) Cisco ASA
13 5 (0.23%) SAN
13 5 (0.23%) VLAN
Database & Business Intelligence
1 515 (23.20%) Big Data
2 425 (19.14%) SQL Server
3 380 (17.12%) QlikView
4 339 (15.27%) Data Warehouse
5 277 (12.48%) Hadoop
6 261 (11.76%) SQL Server Integration Services
7 248 (11.17%) SQL Server Reporting Services
8 204 (9.19%) MySQL
9 184 (8.29%) Relational Database
10 173 (7.79%) NoSQL
11 166 (7.48%) Power BI
12 159 (7.16%) SQL Server Analysis Services
13 150 (6.76%) BusinessObjects
14 147 (6.62%) MongoDB
15 123 (5.54%) Data Mining
16 112 (5.05%) RDBMS
17 105 (4.73%) Apache Hive
18 61 (2.75%) Qlik Sense
19 49 (2.21%) Spotfire
20 45 (2.03%) OLAP
Development Applications
1 89 (4.01%) JIRA
2 81 (3.65%) Git (software)
3 69 (3.11%) gulp
4 64 (2.88%) Grunt
5 39 (1.76%) Karma Test Runner
6 36 (1.62%) Talend Open Studio
7 30 (1.35%) Subversion
8 29 (1.31%) Jenkins
9 28 (1.26%) Jasmine
10 24 (1.08%) jspm
11 21 (0.95%) SQL Server Management Studio (SSMS)
12 19 (0.86%) Mocha
12 19 (0.86%) QUnit
13 18 (0.81%) Maven
14 17 (0.77%) Balsamiq Mockups
14 17 (0.77%) Yeoman
15 16 (0.72%) Vagrant
16 15 (0.68%) Axure RP
16 15 (0.68%) webpack
17 14 (0.63%) Ant
General
1 550 (24.77%) Finance
2 213 (9.59%) Marketing
3 190 (8.56%) Banking
4 125 (5.63%) Retail
5 101 (4.55%) Games
6 93 (4.19%) Telecoms
7 85 (3.83%) Investment Banking
8 81 (3.65%) Legal
9 66 (2.97%) Front Office
10 53 (2.39%) Military
11 33 (1.49%) Manufacturing
12 32 (1.44%) Publishing
13 25 (1.13%) Back Office
14 23 (1.04%) Advertising
15 16 (0.72%) Law
16 14 (0.63%) Pharmaceutical
17 13 (0.59%) Automotive
18 10 (0.45%) Financial Institution
19 9 (0.41%) Russian Language
20 7 (0.32%) Multimedia
Job Titles
1 846 (38.11%) Developer
2 333 (15.00%) Analyst
3 197 (8.87%) JavaScript Developer
4 177 (7.97%) Consultant
5 169 (7.61%) Data Scientist
6 154 (6.94%) Front End Developer (Client-Side Developer)
7 135 (6.08%) Business Intelligence Developer
8 125 (5.63%) Architect
9 118 (5.32%) Software Engineer
10 112 (5.05%) Data Analyst
11 104 (4.68%) Web Developer
12 101 (4.55%) Senior Developer
13 98 (4.41%) Business Intelligence Analyst
14 85 (3.83%) SQL Developer
15 79 (3.56%) HTML Developer
16 77 (3.47%) Analytics Manager
17 76 (3.42%) Java Developer
18 68 (3.06%) Data Architect
19 66 (2.97%) Software Developer
19 66 (2.97%) SSIS Developer
Libraries, Frameworks & Software Standards
1 491 (22.12%) HTML
2 432 (19.46%) CSS
3 342 (15.41%) AngularJS
4 272 (12.25%) HTML5
5 260 (11.71%) D3.js
6 186 (8.38%) Node.js
7 179 (8.06%) CSS3
8 172 (7.75%) .NET
9 161 (7.25%) jQuery
10 158 (7.12%) React
11 118 (5.32%) Spring
12 99 (4.46%) Hibernate
13 90 (4.05%) Web Services
14 77 (3.47%) KnockoutJS
15 74 (3.33%) XML
16 71 (3.20%) Middleware
17 68 (3.06%) REST
18 67 (3.02%) Sass
19 65 (2.93%) Java EE
20 63 (2.84%) Apache Camel
Miscellaneous
1 422 (19.01%) Analytical Skills
2 329 (14.82%) Computer Science
3 225 (10.14%) User Experience
4 165 (7.43%) Mathematics
5 140 (6.31%) Statistics
6 133 (5.99%) Algorithms
7 57 (2.57%) Data Integration
8 54 (2.43%) Credit Risk
9 49 (2.21%) PKI
10 48 (2.16%) Mobile App
10 48 (2.16%) Physics
11 43 (1.94%) Artificial Intelligence
11 43 (1.94%) Hedge funds
11 43 (1.94%) Management Information System
12 42 (1.89%) Data Extraction
13 41 (1.85%) Client/Server
14 39 (1.76%) Social Media
15 33 (1.49%) Fintech
16 32 (1.44%) Data Structures
16 32 (1.44%) Economics
Operating Systems
1 271 (12.21%) Linux
2 116 (5.23%) Windows
3 62 (2.79%) Unix
4 37 (1.67%) Android
5 31 (1.40%) CentOS
6 24 (1.08%) Red Hat Enterprise Linux
7 22 (0.99%) Windows Server
8 21 (0.95%) Windows Phone
9 20 (0.90%) Apple iOS
10 7 (0.32%) Ubuntu
10 7 (0.32%) Windows XP
11 5 (0.23%) Solaris
11 5 (0.23%) Windows 8
11 5 (0.23%) Windows Server 2008
12 4 (0.18%) AIX
12 4 (0.18%) HPUX
12 4 (0.18%) Windows Server 2003
13 3 (0.14%) Debian
13 3 (0.14%) Mac OS
14 2 (0.090%) Windows 7
Processes & Methodologies
1 1045 (47.07%) Data Visualisation
2 910 (40.99%) Analytics
3 806 (36.31%) Business Intelligence
4 722 (32.52%) Agile Software Development
5 352 (15.86%) Data Analytics
6 326 (14.68%) ETL
7 283 (12.75%) Software Engineering
8 256 (11.53%) Scrum
9 235 (10.59%) Web Development
10 234 (10.54%) Front End Development
11 228 (10.27%) Data Modelling
12 219 (9.86%) Data Analysis
13 215 (9.68%) Machine Learning
14 181 (8.15%) Data Management
15 159 (7.16%) OO
16 158 (7.12%) SDLC
17 146 (6.58%) Stakeholder Management
18 130 (5.86%) TDD
19 128 (5.77%) DevOps
20 122 (5.50%) Project Management
Programming Languages
1 880 (39.64%) SQL
2 628 (28.29%) JavaScript
3 470 (21.17%) Python
4 401 (18.06%) Java
5 279 (12.57%) C#
6 249 (11.22%) R
7 221 (9.95%) C++
8 186 (8.38%) T-SQL
9 138 (6.22%) C
10 105 (4.73%) Perl
11 80 (3.60%) PHP
12 79 (3.56%) Ruby
13 76 (3.42%) Scala
14 69 (3.11%) VBA
15 55 (2.48%) TypeScript
16 50 (2.25%) MATLAB
17 46 (2.07%) ES6
18 38 (1.71%) Bash Shell
19 33 (1.49%) PL/SQL
20 23 (1.04%) Data Analysis Expressions (DAX)
Qualifications
1 600 (27.03%) Degree
2 95 (4.28%) Security Cleared
3 87 (3.92%) PhD
4 61 (2.75%) DV Cleared
5 42 (1.89%) SC Cleared
6 21 (0.95%) PMI Certification
7 13 (0.59%) Microsoft Certification
8 9 (0.41%) A+ Certification
8 9 (0.41%) PMP
9 7 (0.32%) MCSE
10 6 (0.27%) Postgraduate
11 5 (0.23%) CCNA
11 5 (0.23%) Cisco Certification
11 5 (0.23%) ISEB
11 5 (0.23%) ITIL Certification
11 5 (0.23%) VMware Certified Professional (VCP)
12 3 (0.14%) CISM
12 3 (0.14%) CISSP
12 3 (0.14%) MBA
13 2 (0.090%) GIAC
Quality Assurance & Compliance
1 138 (6.22%) Data Quality
2 72 (3.24%) QA
3 22 (0.99%) DICOM
4 14 (0.63%) ISO 9001
4 14 (0.63%) MiFID
5 13 (0.59%) HL7
6 9 (0.41%) ISO13485
7 7 (0.32%) SLA
8 5 (0.23%) Basel III
9 3 (0.14%) Dodd-Frank
10 2 (0.090%) CRD IV
10 2 (0.090%) IAS 39
10 2 (0.090%) ISO/IEC 27001
11 1 (0.045%) COBIT
11 1 (0.045%) SNOMED CT
System Software
1 92 (4.14%) VMware Infrastructure
2 73 (3.29%) Hyper-V
3 39 (1.76%) Docker
4 18 (0.81%) Active Directory
4 18 (0.81%) HDFS
5 9 (0.41%) Ceph
5 9 (0.41%) Slurm Workload Manager
6 7 (0.32%) Virtual Machines
6 7 (0.32%) VirtualBox
7 5 (0.23%) Microsoft Virtual Server
7 5 (0.23%) Virtual Servers
8 3 (0.14%) Apache ZooKeeper
8 3 (0.14%) Varnish
8 3 (0.14%) Xen
9 2 (0.090%) Apache Flume
9 2 (0.090%) GridGain
9 2 (0.090%) VMware ESX
10 1 (0.045%) QEMU
10 1 (0.045%) Terminal Services
10 1 (0.045%) VMware Server
Systems Management
1 35 (1.58%) Ansible
2 34 (1.53%) Puppet
3 25 (1.13%) Opscode Chef
4 18 (0.81%) Nagios
5 10 (0.45%) Kibana
6 8 (0.36%) Oracle ZFS
7 6 (0.27%) Control-M
8 4 (0.18%) logstash
9 3 (0.14%) Nmap
9 3 (0.14%) Oozie
10 2 (0.090%) Hadoop YARN
10 2 (0.090%) Mesos
10 2 (0.090%) QRadar
10 2 (0.090%) vRealize
11 1 (0.045%) Ambari
11 1 (0.045%) Computer Emergency Response Teams
11 1 (0.045%) EnCase
11 1 (0.045%) Grafana
11 1 (0.045%) Graphite
11 1 (0.045%) SCCM
Vendors
1 522 (23.51%) Tableau
2 302 (13.60%) Microsoft
3 229 (10.32%) Oracle
4 127 (5.72%) Google
5 92 (4.14%) SAP
5 92 (4.14%) VMware
6 91 (4.10%) Cognos
7 67 (3.02%) Adobe
8 66 (2.97%) MicroStrategy
9 60 (2.70%) Informatica
10 55 (2.48%) Alteryx
11 36 (1.62%) Talend
12 31 (1.40%) Vertica
13 29 (1.31%) Cisco
14 28 (1.26%) Netezza
15 25 (1.13%) Twitter
16 24 (1.08%) IBM
17 20 (0.90%) Hortonworks
18 19 (0.86%) Salesforce.com
19 18 (0.81%) Red Hat
City, London
I3
Salary: £65000 - £70000 per annum + benefits + bonus
Posted: 5 hours ago
London
Joseph Harry Ltd
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 2 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £60k to £70k + benefits
Posted: 3 hours ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 1 hour ago
City, London
Harrington Starr
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: Yesterday
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: £35,000 - £45,000
Posted: 2 days ago
Northampton, Northamptonshire
Venturi
Salary: £45000 - £55000.00 per annum + full bens
Posted: 2 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Share options, 25 days' holiday
Posted: 3 days ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £50000 - £55000 per annum
Posted: 2 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 2 days ago
London
HCA Hospitals
Salary: Excellent bens incl. private health
Posted: 3 days ago
Bristol, Avon
Asset Resourcing Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 3 days ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £80000.00 - £90000.00 per annum
Posted: 2 days ago
East Riding
Oscar
Salary: £25000 - £45000 per annum + Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £40000 - £55000 per annum + Benefits Package
Posted: 4 days ago
London
McGregor Boyall
Salary: £50000.00 - £60000.00 per annum
Posted: 3 days ago
York, North Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Healthcare, Life ins, Pension
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 3 days ago
London
Hays Finance Technology
Salary: £80000.00 - £100000.00 per annum
Posted: 2 days ago
Chelmsford, Essex
Codex
Salary: From £45,000 to £60,000 per annum
Posted: 5 days ago
West London
Vantage Recruitment Solutions Ltd
Salary: From £80,000 to £100,000 per annum 20% annual bonus, Private healthcar
Posted: 2 days ago
London
Codex
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Applause IT Innovation
Salary: £40000 - £60000 per annum + + Benefits
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Posted: 4 days ago
City, London
Parallel Consulting
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 3 days ago
London
Clear Edge Consulting
Salary: From £65,000 to £75,000 per annum Bonus and Benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £40k to £45k + benefits
Posted: 4 days ago
London
Joseph Harry Ltd
Salary: £75000 - £95000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago