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

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Visualisation
Rank 259 276 340
Rank change year-on-year
+17 +64
Permanent jobs citing Visualisation 1157 1267 1043
As % of all permanent IT jobs located in the UK 1.29% 1.19% 0.92%
As % of the Miscellaneous category 3.17% 2.80% 2.28%
Number of salaries quoted 891 1004 807
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 £34,625 £30,875
10% offered a salary of more than £80,000 £77,500 £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
36496 45292 45730
As % of all permanent IT jobs located in the UK 40.63% 42.55% 40.29%
Number of salaries quoted 29729 36082 36963
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £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

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 8 December 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 8 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
England +17 1104 £52,500 - 181
London +1 628 £60,000 +4.34% 95
South East +41 132 £50,000 +5.26% 19
City of London +50 120 £60,000 - 16
East of England +40 83 £45,000 -5.26% 9
North West +16 75 £50,000 +11.11% 17
Manchester +27 70 £50,000 -6.97% 15
Yorkshire +48 63 £45,000 - 14
South West -7 62 £52,500 +16.66% 9
West Yorkshire +45 41 £45,000 - 8
Cambridge +38 39 £42,500 -22.72% 5
Cambridgeshire +29 39 £42,500 -15.00% 5
Hampshire +23 35 £30,000 -45.45% 4
Gloucestershire +5 31 £55,000 - 2
Leeds +29 30 £42,500 -5.55% 5
Berkshire +25 25 £60,000 +26.31% 4
West Midlands -6 23 £60,000 +45.45% 7
Hertfordshire +13 19 £35,000 -28.20% 2
Oxfordshire +34 18 £50,000 +122.22% 2
East Midlands -3 18 £40,500 -10.00% 7
North East +13 15 £40,000 -11.11% 3
Newcastle upon Tyne +13 14 £40,000 -33.33% 2
Tyne and Wear +2 14 £40,000 -11.11% 3
Scotland -6 14 £40,000 -15.78% 2
Bristol +4 13 £45,000 - 3
Southampton - 13 £60,000 - 4
Oxford +34 12 £50,000 +122.22% 1
West Sussex +26 12 £50,000 +11.11% 2
Essex +19 12 £57,825 +68.25% 1
Cheltenham -1 11 £55,000 -

Visualisation
Top 30 Related IT Skills

For the 6 months to 8 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 with a requirement for Visualisation.

1 1034 (44.23%) Data Visualisation
2 954 (40.80%) Analytics
3 905 (38.71%) SQL
4 838 (35.84%) Business Intelligence
5 737 (31.52%) Agile Software Development
6 619 (26.48%) Degree
7 614 (26.26%) Finance
7 614 (26.26%) JavaScript
8 586 (25.06%) Tableau
9 549 (23.48%) Big Data
10 519 (22.20%) Python
11 502 (21.47%) Analytical Skills
12 501 (21.43%) HTML
13 427 (18.26%) CSS
14 409 (17.49%) SQL Server
15 398 (17.02%) Java
16 388 (16.60%) QlikView
17 374 (16.00%) Data Analytics
18 362 (15.48%) ETL
19 361 (15.44%) Data Warehouse
20 358 (15.31%) Microsoft
21 333 (14.24%) Computer Science
22 312 (13.34%) Hadoop
23 309 (13.22%) AngularJS
24 304 (13.00%) Software Engineering
25 286 (12.23%) C#
25 286 (12.23%) HTML5
26 274 (11.72%) SQL Server Integration Services
27 269 (11.51%) D3.js
28 267 (11.42%) C++

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
1 227 (9.71%) Apache Spark
2 178 (7.61%) SAS
3 92 (3.93%) Elasticsearch
4 76 (3.25%) Apache Pig
5 72 (3.08%) SharePoint
6 57 (2.44%) Apache
7 28 (1.20%) Confluence
8 26 (1.11%) OpenStack
9 18 (0.77%) Umbraco
10 16 (0.68%) WebLogic
11 14 (0.60%) MS Exchange
12 11 (0.47%) ArcGIS
12 11 (0.47%) Exchange Server 2003
12 11 (0.47%) SharePoint 2013
13 9 (0.38%) Apache Solr
14 8 (0.34%) Alfresco
14 8 (0.34%) nginx
15 6 (0.26%) CMS
15 6 (0.26%) NServiceBus
15 6 (0.26%) WordPress
Applications
1 207 (8.85%) MS Excel
2 105 (4.49%) SPSS
3 57 (2.44%) MS PowerPoint
4 49 (2.10%) Photoshop
5 43 (1.84%) Adobe Illustrator
6 39 (1.67%) MS Office
7 17 (0.73%) InDesign
7 17 (0.73%) MS Project
8 16 (0.68%) OmniGraffle
9 15 (0.64%) Spreadsheet
10 9 (0.38%) Adobe Creative Suite
11 6 (0.26%) Gephi
12 3 (0.13%) Mathematica
12 3 (0.13%) Stata
13 2 (0.086%) CPLEX
13 2 (0.086%) Fireworks
13 2 (0.086%) Maya
13 2 (0.086%) MS Visio
13 2 (0.086%) SOLIDWORKS
14 1 (0.043%) 3ds Max
Business Applications
1 41 (1.75%) Cognos Business Intelligence
2 17 (0.73%) Dynamics CRM
3 14 (0.60%) Cognos Planning
4 7 (0.30%) WebTrends
5 6 (0.26%) Cognos TM1
6 5 (0.21%) Eloqua
6 5 (0.21%) Epicor Tropos
6 5 (0.21%) Oracle EBS
6 5 (0.21%) Relativity
7 3 (0.13%) Dynamics NAV
7 3 (0.13%) Oracle Financials
7 3 (0.13%) Sprinklr
8 2 (0.086%) Dynamics AX
8 2 (0.086%) FastStats
8 2 (0.086%) Oracle ERP
8 2 (0.086%) SAP ERP
9 1 (0.043%) HFM
9 1 (0.043%) LatentZero
9 1 (0.043%) Magento
9 1 (0.043%) SAP MDM
Cloud Services
1 183 (7.83%) Amazon AWS
2 147 (6.29%) Microsoft Azure
3 55 (2.35%) Google Analytics
4 39 (1.67%) Amazon EC2
5 27 (1.15%) Adobe Analytics
6 26 (1.11%) Google Cloud Platform
7 25 (1.07%) Amazon S3
7 25 (1.07%) SaaS
8 24 (1.03%) PaaS
9 21 (0.90%) IaaS
10 15 (0.64%) GitHub
11 14 (0.60%) Amazon EMR
12 12 (0.51%) Google App Engine
12 12 (0.51%) Office 365
13 10 (0.43%) Adobe Creative Cloud
13 10 (0.43%) Amazon SQS
14 9 (0.38%) Amazon Kinesis
14 9 (0.38%) Cloud Computing
15 7 (0.30%) Data Lake Analytics
15 7 (0.30%) IBM Cloud
Communications & Networking
1 55 (2.35%) Internet
2 39 (1.67%) HTTP
3 21 (0.90%) Network Security
4 20 (0.86%) Firewall
5 17 (0.73%) SSL
6 16 (0.68%) Wireshark
7 15 (0.64%) HTTPS
8 13 (0.56%) SNMP
8 13 (0.56%) VPN
9 12 (0.51%) Ethernet
9 12 (0.51%) SAN
10 11 (0.47%) Cisco ASA
11 10 (0.43%) DNS
11 10 (0.43%) LAN
11 10 (0.43%) TCP/IP
12 8 (0.34%) WAN
12 8 (0.34%) Wireless
13 7 (0.30%) DHCP
13 7 (0.30%) FTP
14 6 (0.26%) LDAP
Database & Business Intelligence
1 549 (23.48%) Big Data
2 409 (17.49%) SQL Server
3 388 (16.60%) QlikView
4 361 (15.44%) Data Warehouse
5 312 (13.34%) Hadoop
6 274 (11.72%) SQL Server Integration Services
7 255 (10.91%) SQL Server Reporting Services
8 192 (8.21%) NoSQL
9 187 (8.00%) Relational Database
10 171 (7.31%) SQL Server Analysis Services
11 168 (7.19%) MySQL
12 166 (7.10%) Power BI
13 152 (6.50%) BusinessObjects
14 150 (6.42%) Data Mining
15 135 (5.77%) MongoDB
16 106 (4.53%) RDBMS
17 91 (3.89%) Apache Hive
18 79 (3.38%) Spotfire
19 66 (2.82%) Qlik Sense
20 54 (2.31%) GIS
Development Applications
1 142 (6.07%) Git (software)
2 77 (3.29%) JIRA
3 74 (3.17%) gulp
4 70 (2.99%) Grunt
5 56 (2.40%) Subversion
6 43 (1.84%) Jenkins
7 39 (1.67%) Karma Test Runner
8 38 (1.63%) Talend Open Studio
9 26 (1.11%) Jasmine
10 25 (1.07%) Visual Studio
11 24 (1.03%) jspm
11 24 (1.03%) Vagrant
12 20 (0.86%) Axure RP
12 20 (0.86%) Team Foundation Server
12 20 (0.86%) Yeoman
13 19 (0.81%) Maven
13 19 (0.81%) SQL Server Management Studio (SSMS)
14 17 (0.73%) Balsamiq Mockups
14 17 (0.73%) Mocha
15 16 (0.68%) Ant
General
1 614 (26.26%) Finance
2 220 (9.41%) Marketing
3 175 (7.49%) Banking
4 128 (5.47%) Retail
5 106 (4.53%) Games
6 87 (3.72%) Telecoms
7 77 (3.29%) Front Office
8 75 (3.21%) Legal
9 73 (3.12%) Investment Banking
10 39 (1.67%) Military
11 35 (1.50%) Publishing
12 34 (1.45%) Manufacturing
13 27 (1.15%) Advertising
14 24 (1.03%) Automotive
15 22 (0.94%) Pharmaceutical
16 17 (0.73%) Law
17 16 (0.68%) Financial Institution
18 9 (0.38%) Back Office
18 9 (0.38%) Russian Language
19 7 (0.30%) Billing
Job Titles
1 855 (36.57%) Developer
2 335 (14.33%) Analyst
3 210 (8.98%) Consultant
4 175 (7.49%) JavaScript Developer
5 174 (7.44%) Data Scientist
6 146 (6.24%) Business Intelligence Developer
7 131 (5.60%) Data Analyst
8 130 (5.56%) Front End Developer (Client-Side Developer)
9 129 (5.52%) Architect
10 124 (5.30%) Software Engineer
11 101 (4.32%) Web Developer
12 93 (3.98%) Senior Developer
13 81 (3.46%) Business Intelligence Analyst
14 77 (3.29%) Data Architect
15 76 (3.25%) SQL Developer
16 73 (3.12%) Analytics Manager
16 73 (3.12%) HTML Developer
17 69 (2.95%) Business Intelligence Consultant
17 69 (2.95%) Data Consultant
18 67 (2.87%) SSIS Developer
Libraries, Frameworks & Software Standards
1 501 (21.43%) HTML
2 427 (18.26%) CSS
3 309 (13.22%) AngularJS
4 286 (12.23%) HTML5
5 269 (11.51%) D3.js
6 187 (8.00%) Node.js
7 185 (7.91%) .NET
8 163 (6.97%) CSS3
9 155 (6.63%) jQuery
10 142 (6.07%) React
11 107 (4.58%) Spring
12 97 (4.15%) Web Services
13 88 (3.76%) Hibernate
13 88 (3.76%) XML
14 73 (3.12%) REST
15 72 (3.08%) MDX
16 64 (2.74%) KnockoutJS
17 63 (2.69%) JSON
17 63 (2.69%) Middleware
17 63 (2.69%) Sass
Miscellaneous
1 502 (21.47%) Analytical Skills
2 333 (14.24%) Computer Science
3 262 (11.21%) User Experience
4 173 (7.40%) Mathematics
5 142 (6.07%) Statistics
6 137 (5.86%) Algorithms
7 75 (3.21%) Data Integration
8 67 (2.87%) Mobile App
9 54 (2.31%) Management Information System
10 45 (1.92%) Physics
10 45 (1.92%) PKI
11 44 (1.88%) Artificial Intelligence
12 43 (1.84%) Hedge funds
13 42 (1.80%) Client/Server
13 42 (1.80%) Credit Risk
14 39 (1.67%) Data Structures
15 36 (1.54%) Social Media
16 34 (1.45%) Data Extraction
16 34 (1.45%) Neural Network
17 33 (1.41%) Equities
Operating Systems
1 248 (10.61%) Linux
2 147 (6.29%) Windows
3 70 (2.99%) Unix
4 55 (2.35%) Android
5 34 (1.45%) Apple iOS
6 29 (1.24%) Windows Phone
7 28 (1.20%) CentOS
8 25 (1.07%) Red Hat Enterprise Linux
9 23 (0.98%) Windows Server
10 13 (0.56%) Windows XP
11 11 (0.47%) Ubuntu
11 11 (0.47%) Windows 8
12 9 (0.38%) Mac OS
12 9 (0.38%) Solaris
13 8 (0.34%) AIX
13 8 (0.34%) HPUX
14 5 (0.21%) Windows Server 2008
15 4 (0.17%) webOS
15 4 (0.17%) Windows Phone 7
15 4 (0.17%) Windows Server 2003
Processes & Methodologies
1 1034 (44.23%) Data Visualisation
2 954 (40.80%) Analytics
3 838 (35.84%) Business Intelligence
4 737 (31.52%) Agile Software Development
5 374 (16.00%) Data Analytics
6 362 (15.48%) ETL
7 304 (13.00%) Software Engineering
8 241 (10.31%) Scrum
9 229 (9.79%) Machine Learning
10 228 (9.75%) Data Analysis
11 227 (9.71%) Data Management
12 220 (9.41%) Web Development
13 219 (9.37%) Data Modelling
14 212 (9.07%) Front End Development
15 157 (6.72%) OO
16 149 (6.37%) Project Management
17 138 (5.90%) Stakeholder Management
18 131 (5.60%) SDLC
19 116 (4.96%) DevOps
19 116 (4.96%) TDD
Programming Languages
1 905 (38.71%) SQL
2 614 (26.26%) JavaScript
3 519 (22.20%) Python
4 398 (17.02%) Java
5 286 (12.23%) C#
6 267 (11.42%) C++
7 233 (9.97%) R
8 195 (8.34%) T-SQL
9 140 (5.99%) C
10 88 (3.76%) Scala
11 84 (3.59%) Perl
12 81 (3.46%) PHP
12 81 (3.46%) Ruby
13 80 (3.42%) VBA
14 59 (2.52%) MATLAB
15 52 (2.22%) TypeScript
16 50 (2.14%) ES6
17 32 (1.37%) Data Analysis Expressions (DAX)
17 32 (1.37%) PL/SQL
18 26 (1.11%) VB.NET
Qualifications
1 619 (26.48%) Degree
2 99 (4.23%) Security Cleared
3 85 (3.64%) PhD
4 61 (2.61%) DV Cleared
5 47 (2.01%) SC Cleared
6 35 (1.50%) Microsoft Certification
7 17 (0.73%) MCSE
8 14 (0.60%) PMI Certification
9 11 (0.47%) CCNA
9 11 (0.47%) Cisco Certification
9 11 (0.47%) Postgraduate
9 11 (0.47%) VMware Certified Professional (VCP)
10 9 (0.38%) A+ Certification
10 9 (0.38%) PMP
11 8 (0.34%) ITIL Certification
12 5 (0.21%) CISM
12 5 (0.21%) CISSP
13 4 (0.17%) GIAC
13 4 (0.17%) ISEB
13 4 (0.17%) MCSA
Quality Assurance & Compliance
1 168 (7.19%) Data Quality
2 65 (2.78%) QA
3 33 (1.41%) DICOM
4 24 (1.03%) ISO 9001
5 19 (0.81%) ISO13485
6 14 (0.60%) HL7
6 14 (0.60%) MiFID
7 9 (0.38%) SLA
8 5 (0.21%) Basel III
9 3 (0.13%) Dodd-Frank
10 2 (0.086%) CRD IV
10 2 (0.086%) IAS 39
10 2 (0.086%) ISO/IEC 27001
11 1 (0.043%) Actionable Recommendations
11 1 (0.043%) COBIT
11 1 (0.043%) GCP
11 1 (0.043%) ISO20022
11 1 (0.043%) SNOMED CT
System Software
1 94 (4.02%) VMware Infrastructure
2 67 (2.87%) Hyper-V
3 46 (1.97%) Docker
4 27 (1.15%) Active Directory
5 17 (0.73%) HDFS
5 17 (0.73%) Virtual Machines
6 15 (0.64%) VirtualBox
7 11 (0.47%) Microsoft Virtual Server
7 11 (0.47%) Virtual Servers
8 9 (0.38%) Ceph
8 9 (0.38%) Slurm Workload Manager
9 3 (0.13%) Apache ZooKeeper
9 3 (0.13%) Firmware
9 3 (0.13%) Varnish
9 3 (0.13%) Xen
10 2 (0.086%) GridGain
10 2 (0.086%) VMware Server
11 1 (0.043%) Apache Flume
11 1 (0.043%) XenApp
11 1 (0.043%) XenServer
Systems Management
1 37 (1.58%) Puppet
2 30 (1.28%) Ansible
2 30 (1.28%) Opscode Chef
3 10 (0.43%) Kibana
4 9 (0.38%) Oozie
5 8 (0.34%) logstash
5 8 (0.34%) Mesos
5 8 (0.34%) Oracle ZFS
5 8 (0.34%) Rundeck
6 7 (0.30%) Nagios
7 6 (0.26%) Control-M
7 6 (0.26%) Graphite
8 5 (0.21%) Grafana
9 4 (0.17%) Kubernetes
10 3 (0.13%) EnCase
10 3 (0.13%) Nmap
10 3 (0.13%) QRadar
11 2 (0.086%) Nessus
11 2 (0.086%) SCCM
11 2 (0.086%) WMI
Vendors
1 586 (25.06%) Tableau
2 358 (15.31%) Microsoft
3 246 (10.52%) Oracle
4 132 (5.65%) Google
5 112 (4.79%) SAP
6 107 (4.58%) Cognos
7 94 (4.02%) VMware
8 82 (3.51%) MicroStrategy
9 73 (3.12%) Informatica
10 65 (2.78%) Adobe
11 56 (2.40%) Alteryx
12 46 (1.97%) IBM
13 39 (1.67%) Cisco
14 38 (1.63%) Talend
15 33 (1.41%) Vertica
16 29 (1.24%) Netezza
17 27 (1.15%) Salesforce.com
18 25 (1.07%) Hortonworks
19 24 (1.03%) Sybase
20 21 (0.90%) Red Hat
South East
Austin Fraser
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 9 hours ago
Ipswich, Suffolk
Hurren and Hope
Salary: £40k - 50k per year
Posted: 11 hours ago
London
HFG
Salary: £30000 - £50000 per annum
Posted: 6 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 14 hours ago
UK
Lawrence Harvey Enterprise
Salary: £45000.00 - £58000.00 per annum
Posted: 5 hours ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: 9 hours ago
City, London
Eames Consulting
Salary: £35000 - £45000 per annum + Bonus and Benefits
Posted: Yesterday
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 15 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 7 hours ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 8 hours ago
Middlesbrough, Cleveland
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £30000.00 per annum
Posted: 13 hours ago
London
McGregor Boyall
Salary: £50000.00 - £70000.00 per annum
Posted: 14 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 8 hours ago
South East London
Client Server
Salary: £30k to £65k (multiple roles) + benefits
Posted: 2 days ago
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Robert Walters
Salary: £40000 - £45000 per annum
Posted: 3 days ago
West Midlands
Oliver James Associates
Salary: £32000 - £50000 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Exposed Solutions
Salary: £40000 - £50000 per annum
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
Bath, Avon
EasyWebRecruitment.com
Salary: Competitive
Posted: 14 hours ago
London
McGregor Boyall
Salary: £90000 - £100000 per annum + Benefits
Posted: 9 hours ago
Warwick, Warwickshire
Evolution Recruitment Solutions
Salary: 45,000 to 65,000
Posted: 14 hours ago
Keighley, West Yorkshire
Reed Technology
Salary: £22000 - £26000 per annum
Posted: Yesterday
North West London
Client Server
Salary: £55k to £75k + benefits
Posted: Yesterday
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £85000 per annum + bonus, benefits, pension
Posted: 2 days ago
Pudsey, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £55000 per annum + 16% pension + £5k car
Posted: Yesterday
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 9 hours ago
Borehamwood, Hertfordshire
IT Connections
Salary: £30,000 to £40,000 + 20% Bonus
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: From £25,000 to £45,000 per annum
Posted: 13 hours ago