The following table provides summary statistics for permanent job vacancies with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Visualisation
UK
Rank 217 242 310
Rank change year-on-year +25 +68  
Permanent jobs citing Visualisation 1307 1441 1053
As % of all permanent IT jobs advertised in the UK 1.54% 1.40% 1.00%
As % of the Processes & Methodologies category 1.73% 1.58% 1.15%
Number of salaries quoted 1071 1174 859
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £36,750 £32,500 £30,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £44,000 £47,500 £41,500
% change year-on-year -7.36% +14.45%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75650 91140 91950
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.53% 87.02%
Number of salaries quoted 62160 75461 74357
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year - +1.01%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend

The job posting trend of jobs advertised citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in the UK

Visualisation
Salary Trend

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

Salary trend for Visualisation in the UK

Visualisation
Salary Histogram

The salary distribution of IT jobs citing Visualisation over the 3 months to 24 March 2017.

Salary histogram for Visualisation 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 24 March 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
England +31 1255 £52,500 +5.00% 164
London +48 774 £60,000 +4.34% 88
South East +19 170 £47,500 -2.06% 23
City of London +31 121 £67,500 +22.72% 24
East of England +49 95 £40,000 -20.00% 12
North West -25 63 £52,500 +23.52% 12
Manchester -14 54 £54,000 +10.76% 8
South West -27 47 £41,441 -17.11% 12
Yorkshire +2 42 £43,750 -7.89% 6
Cambridge +29 41 £40,000 -11.11% 6
Cambridgeshire +23 41 £40,000 -27.27% 7
Surrey +40 37 £45,000 -10.00% 6
Berkshire +5 37 £55,000 +10.00% 3
East Midlands -16 33 £40,000 +14.28% 3
Hertfordshire +35 29 £40,000 -21.95% 3
Bristol +10 29 £42,500 -5.55% 4
West Midlands +21 28 £45,000 - 3
Scotland +2 27 £50,500 +6.31% 5
Oxfordshire +3 25 £40,000 - 3
Hampshire +34 21 £39,500 -12.22% 2
West Yorkshire -6 21 £40,000 -11.11% 4
Reading +6 19 £52,500 +5.00% 1
Buckinghamshire +19 18 £45,000 +5.88% 2
York +16 17 £45,000 -5.26%
North Yorkshire +13 17 £45,000 -5.26% 1
Leicestershire +9 17 £40,000 +45.45% 2
Leeds -18 17 £40,000 -11.11% 3
West Sussex +9 16 £50,000 - 2
Edinburgh -9 16 £72,500 +52.63% 4
Birmingham +19 15 £47,500 +5.55% 1

Visualisation
Top 30 Related IT Skills

For the 6 months to 24 March 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 with a requirement for Visualisation.

1 1311 (52.38%) Data Visualisation
2 1038 (41.47%) Analytics
3 1019 (40.71%) SQL
4 954 (38.11%) Business Intelligence
5 791 (31.60%) Agile Software Development
6 670 (26.77%) JavaScript
7 661 (26.41%) Tableau
8 618 (24.69%) Degree
9 583 (23.29%) Finance
10 555 (22.17%) Python
11 550 (21.97%) SQL Server
12 548 (21.89%) HTML
13 517 (20.66%) Big Data
14 500 (19.98%) CSS
15 476 (19.02%) Java
16 470 (18.78%) QlikView
17 468 (18.70%) Analytical Skills
18 400 (15.98%) Data Warehouse
19 390 (15.58%) Microsoft
20 385 (15.38%) Data Analytics
21 383 (15.30%) ETL
22 362 (14.46%) R
23 358 (14.30%) Computer Science
24 355 (14.18%) SQL Server Integration Services
25 343 (13.70%) AngularJS
26 337 (13.46%) Hadoop
27 329 (13.14%) C#
28 322 (12.86%) SQL Server Reporting Services
29 294 (11.75%) Power BI
30 290 (11.59%) Machine Learning

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
1 236 (9.43%) Apache Spark
2 210 (8.39%) SAS
3 114 (4.55%) Elasticsearch
4 93 (3.72%) Apache Pig
5 85 (3.40%) Apache
6 53 (2.12%) SharePoint
7 33 (1.32%) Confluence
7 33 (1.32%) OpenStack
8 19 (0.76%) nginx
8 19 (0.76%) WordPress
9 17 (0.68%) Umbraco
10 15 (0.60%) IIS
10 15 (0.60%) Tomcat
11 14 (0.56%) Apache Solr
12 7 (0.28%) CMS
12 7 (0.28%) WebLogic
13 6 (0.24%) Tornado
14 5 (0.20%) JBoss
15 4 (0.16%) Alfresco
15 4 (0.16%) Skype for Business
Applications
1 264 (10.55%) MS Excel
2 84 (3.36%) SPSS
3 38 (1.52%) MS PowerPoint
3 38 (1.52%) Photoshop
4 37 (1.48%) MS Office
5 30 (1.20%) Adobe Illustrator
6 20 (0.80%) Spreadsheet
7 18 (0.72%) MS Project
8 14 (0.56%) OmniGraffle
9 11 (0.44%) InDesign
10 8 (0.32%) InVision
11 6 (0.24%) MS Visio
12 5 (0.20%) Adobe Creative Suite
12 5 (0.20%) Flinto
13 4 (0.16%) Gephi
13 4 (0.16%) SPSS Modeler
14 3 (0.12%) Stata
15 2 (0.080%) 3ds Max
15 2 (0.080%) Maya
15 2 (0.080%) SOLIDWORKS
Business Applications
1 36 (1.44%) Cognos Business Intelligence
2 16 (0.64%) Cognos Planning
3 9 (0.36%) Dynamics CRM
4 8 (0.32%) Epicor Tropos
4 8 (0.32%) Oracle EBS
4 8 (0.32%) SAP Oil and Gas
4 8 (0.32%) WebTrends
5 5 (0.20%) Cognos TM1
6 4 (0.16%) Eloqua
7 3 (0.12%) Sprinklr
8 2 (0.080%) Dynamics AX
8 2 (0.080%) Dynamics GP
8 2 (0.080%) NetSuite
8 2 (0.080%) Radian6
8 2 (0.080%) SAP CO
8 2 (0.080%) SAP FI
8 2 (0.080%) SAP FI/CO
8 2 (0.080%) SAP FSCM
8 2 (0.080%) SAP MM
8 2 (0.080%) SAP SD
Cloud Services
1 214 (8.55%) Microsoft Azure
2 173 (6.91%) Amazon AWS
3 79 (3.16%) Google Analytics
4 36 (1.44%) Google Cloud Platform
5 34 (1.36%) Adobe Analytics
6 31 (1.24%) GitHub
7 26 (1.04%) Amazon EC2
8 25 (1.00%) Adobe Creative Cloud
9 21 (0.84%) SaaS
10 19 (0.76%) Azure Machine Learning
11 16 (0.64%) Office 365
12 13 (0.52%) Amazon S3
12 13 (0.52%) Google App Engine
13 12 (0.48%) Amazon SQS
14 11 (0.44%) Amazon EMR
14 11 (0.44%) Cloud Computing
15 10 (0.40%) Data Lake Analytics
16 8 (0.32%) PaaS
17 7 (0.28%) IaaS
18 4 (0.16%) G Suite
Communications & Networking
1 59 (2.36%) Internet
2 37 (1.48%) HTTP
3 27 (1.08%) Network Security
4 15 (0.60%) Wireshark
5 11 (0.44%) SNMP
5 11 (0.44%) SSL
6 10 (0.40%) Wireless
7 8 (0.32%) Ethernet
7 8 (0.32%) HTTPS
7 8 (0.32%) Kerberos
7 8 (0.32%) LDAP
8 7 (0.28%) DNS
8 7 (0.28%) LAN
9 6 (0.24%) FTP
9 6 (0.24%) tcpdump
9 6 (0.24%) WAN
10 5 (0.20%) Firewall
11 4 (0.16%) PPP
11 4 (0.16%) Skype
11 4 (0.16%) Symposium
Database & Business Intelligence
1 550 (21.97%) SQL Server
2 517 (20.66%) Big Data
3 470 (18.78%) QlikView
4 400 (15.98%) Data Warehouse
5 355 (14.18%) SQL Server Integration Services
6 337 (13.46%) Hadoop
7 322 (12.86%) SQL Server Reporting Services
8 294 (11.75%) Power BI
9 226 (9.03%) SQL Server Analysis Services
10 219 (8.75%) Relational Database
11 209 (8.35%) MySQL
12 189 (7.55%) NoSQL
13 165 (6.59%) BusinessObjects
14 153 (6.11%) MongoDB
15 135 (5.39%) Data Mining
16 129 (5.15%) Apache Hive
17 103 (4.12%) RDBMS
18 81 (3.24%) Spotfire
19 66 (2.64%) Qlik Sense
20 55 (2.20%) SQL Server 2008
Development Applications
1 151 (6.03%) Git (software)
2 86 (3.44%) JIRA
3 66 (2.64%) Subversion
4 61 (2.44%) gulp
5 57 (2.28%) Grunt
6 41 (1.64%) Karma Test Runner
7 40 (1.60%) Jenkins
8 36 (1.44%) Talend Open Studio
9 34 (1.36%) jspm
10 27 (1.08%) Jasmine
11 22 (0.88%) QUnit
12 21 (0.84%) Maven
12 21 (0.84%) Visual Studio
13 20 (0.80%) SQL Server Management Studio (SSMS)
14 18 (0.72%) Vagrant
15 17 (0.68%) Axure RP
16 16 (0.64%) Ant
17 14 (0.56%) JUnit
17 14 (0.56%) Mocha
17 14 (0.56%) Selenium
General
1 583 (23.29%) Finance
2 274 (10.95%) Marketing
3 214 (8.55%) Banking
4 129 (5.15%) Retail
5 114 (4.55%) Telecoms
6 84 (3.36%) Investment Banking
7 80 (3.20%) Legal
8 79 (3.16%) Games
9 61 (2.44%) Military
10 49 (1.96%) Front Office
11 38 (1.52%) Manufacturing
12 35 (1.40%) Publishing
13 25 (1.00%) Back Office
14 22 (0.88%) Advertising
15 19 (0.76%) Local Government
16 18 (0.72%) Law
17 15 (0.60%) Pharmaceutical
18 10 (0.40%) Electronics
19 9 (0.36%) Automotive
20 7 (0.28%) Multimedia
Job Titles
1 984 (39.31%) Developer
2 428 (17.10%) Analyst
3 221 (8.83%) Business Intelligence Developer
4 217 (8.67%) Data Scientist
5 196 (7.83%) JavaScript Developer
6 186 (7.43%) Front End Developer (Client-Side Developer)
7 161 (6.43%) Business Intelligence Analyst
8 146 (5.83%) Consultant
9 134 (5.35%) Senior Developer
10 126 (5.03%) Architect
11 115 (4.59%) Analytics Manager
12 113 (4.51%) SQL Developer
13 112 (4.47%) Data Analyst
14 110 (4.39%) Web Developer
15 106 (4.23%) Java Developer
16 98 (3.92%) HTML Developer
17 93 (3.72%) Software Developer
18 92 (3.68%) Software Engineer
19 84 (3.36%) Data Manager
20 81 (3.24%) SQL Analyst
Libraries, Frameworks & Software Standards
1 548 (21.89%) HTML
2 500 (19.98%) CSS
3 343 (13.70%) AngularJS
4 270 (10.79%) D3.js
5 263 (10.51%) HTML5
6 243 (9.71%) .NET
7 199 (7.95%) Node.js
8 193 (7.71%) jQuery
9 160 (6.39%) CSS3
10 144 (5.75%) React
11 107 (4.27%) Web Services
12 105 (4.19%) Spring
13 85 (3.40%) Hibernate
14 83 (3.32%) JSON
15 82 (3.28%) XML
16 79 (3.16%) REST
17 78 (3.12%) KnockoutJS
18 70 (2.80%) MDX
18 70 (2.80%) Sass
19 69 (2.76%) ASP.NET
Miscellaneous
1 468 (18.70%) Analytical Skills
2 358 (14.30%) Computer Science
3 272 (10.87%) User Experience
4 181 (7.23%) Algorithms
5 58 (2.32%) Fintech
6 56 (2.24%) Credit Risk
7 52 (2.08%) Social Media
8 47 (1.88%) Management Information System
9 45 (1.80%) Mobile App
10 42 (1.68%) PKI
11 39 (1.56%) Data Structures
11 39 (1.56%) Hedge funds
12 28 (1.12%) Grid Computing
13 27 (1.08%) PMI
14 25 (1.00%) Client/Server
15 23 (0.92%) Equities
16 21 (0.84%) Digital Media
16 21 (0.84%) Enterprise Software
16 21 (0.84%) Linux Command Line
16 21 (0.84%) Social Network
Operating Systems
1 282 (11.27%) Linux
2 79 (3.16%) Windows
3 52 (2.08%) Unix
4 20 (0.80%) CentOS
5 16 (0.64%) Android
5 16 (0.64%) Red Hat Enterprise Linux
5 16 (0.64%) Windows Server
6 14 (0.56%) Apple iOS
7 11 (0.44%) Windows Phone
8 8 (0.32%) VMS
9 6 (0.24%) Windows Server 2008
10 3 (0.12%) Windows 10
10 3 (0.12%) Windows Server 2003
10 3 (0.12%) Windows Server 2012
11 1 (0.040%) Mac OS X
11 1 (0.040%) Solaris
11 1 (0.040%) SUSE
11 1 (0.040%) Windows 7
11 1 (0.040%) Windows Vista
11 1 (0.040%) Windows XP
Processes & Methodologies
1 1311 (52.38%) Data Visualisation
2 1038 (41.47%) Analytics
3 954 (38.11%) Business Intelligence
4 791 (31.60%) Agile Software Development
5 385 (15.38%) Data Analytics
6 383 (15.30%) ETL
7 290 (11.59%) Machine Learning
8 281 (11.23%) Web Development
9 267 (10.67%) Scrum
10 265 (10.59%) Software Engineering
11 263 (10.51%) Data Analysis
11 263 (10.51%) Mathematics
12 258 (10.31%) Front End Development
13 236 (9.43%) Data Modelling
14 191 (7.63%) Statistics
15 189 (7.55%) Stakeholder Management
16 182 (7.27%) SDLC
17 175 (6.99%) Data Management
18 153 (6.11%) OO
19 146 (5.83%) Project Management
Programming Languages
1 1019 (40.71%) SQL
2 670 (26.77%) JavaScript
3 555 (22.17%) Python
4 476 (19.02%) Java
5 362 (14.46%) R
6 329 (13.14%) C#
7 230 (9.19%) T-SQL
8 164 (6.55%) C++
9 139 (5.55%) C
10 96 (3.84%) Perl
11 84 (3.36%) PHP
12 82 (3.28%) MATLAB
13 81 (3.24%) Scala
14 75 (3.00%) VBA
15 71 (2.84%) Ruby
16 62 (2.48%) TypeScript
17 47 (1.88%) ES6
18 41 (1.64%) Bash Shell
19 34 (1.36%) Data Analysis Expressions (DAX)
20 29 (1.16%) VB
Qualifications
1 618 (24.69%) Degree
2 86 (3.44%) PhD
3 81 (3.24%) Security Cleared
4 53 (2.12%) DV Cleared
5 28 (1.12%) SC Cleared
6 27 (1.08%) PMI Certification
7 12 (0.48%) Postgraduate
8 9 (0.36%) PMP
9 8 (0.32%) ISEB
9 8 (0.32%) Microsoft Certification
10 4 (0.16%) A+ Certification
10 4 (0.16%) CCNA
10 4 (0.16%) Cisco Certification
10 4 (0.16%) CISM
10 4 (0.16%) CISSP
10 4 (0.16%) MCSA
11 3 (0.12%) APMP
11 3 (0.12%) ITIL Certification
12 2 (0.080%) MCSE
12 2 (0.080%) PRINCE2 Certification
Quality Assurance & Compliance
1 121 (4.83%) Data Quality
2 99 (3.96%) QA
3 13 (0.52%) MiFID
4 5 (0.20%) DICOM
4 5 (0.20%) HL7
5 4 (0.16%) GCP
5 4 (0.16%) GDPR
5 4 (0.16%) ISO 9001
5 4 (0.16%) ISO/IEC 27001
6 3 (0.12%) Actionable Recommendations
6 3 (0.12%) PMO
6 3 (0.12%) SLA
7 2 (0.080%) IAS 39
7 2 (0.080%) IFRS
7 2 (0.080%) IFRS 9
7 2 (0.080%) ISO13485
8 1 (0.040%) Basel III
8 1 (0.040%) COBIT
8 1 (0.040%) Dodd-Frank
8 1 (0.040%) EFQM
System Software
1 70 (2.80%) VMware Infrastructure
2 65 (2.60%) Hyper-V
3 50 (2.00%) Docker
4 24 (0.96%) HDFS
5 14 (0.56%) Active Directory
6 10 (0.40%) Slurm Workload Manager
7 9 (0.36%) Ceph
8 7 (0.28%) Virtual Machines
8 7 (0.28%) VirtualBox
9 6 (0.24%) LXC
10 5 (0.20%) Snort
11 4 (0.16%) QEMU
11 4 (0.16%) Shibboleth
11 4 (0.16%) VMware ESX
11 4 (0.16%) Xen
12 2 (0.080%) Apache Flume
12 2 (0.080%) Apache ZooKeeper
12 2 (0.080%) KVM
13 1 (0.040%) Firmware
13 1 (0.040%) Virtual Desktop
Systems Management
1 39 (1.56%) Ansible
2 34 (1.36%) Puppet
3 26 (1.04%) Opscode Chef
4 23 (0.92%) Nagios
5 21 (0.84%) Kibana
6 11 (0.44%) logstash
7 7 (0.28%) Oracle ZFS
8 6 (0.24%) Terraform
9 5 (0.20%) Oozie
10 4 (0.16%) QRadar
10 4 (0.16%) vRealize
11 2 (0.080%) Control-M
11 2 (0.080%) Hadoop YARN
11 2 (0.080%) Nessus
11 2 (0.080%) Nmap
12 1 (0.040%) EnCase
12 1 (0.040%) Graphite
12 1 (0.040%) Mesos
12 1 (0.040%) SCCM
12 1 (0.040%) ZABBIX
Vendors
1 661 (26.41%) Tableau
2 390 (15.58%) Microsoft
3 229 (9.15%) Oracle
4 146 (5.83%) Google
5 132 (5.27%) SAP
6 96 (3.84%) Cognos
7 82 (3.28%) MicroStrategy
8 72 (2.88%) Adobe
9 70 (2.80%) VMware
10 63 (2.52%) Alteryx
11 40 (1.60%) Informatica
12 36 (1.44%) Talend
12 36 (1.44%) Twitter
13 32 (1.28%) Birst
14 30 (1.20%) Hortonworks
15 28 (1.12%) TIBCO
16 26 (1.04%) IBM
17 23 (0.92%) Teradata
18 22 (0.88%) Cisco
18 22 (0.88%) Cloudera
London
Venturi
Salary: £40000.00 - £60000.00 per annum + Bonus & Benefits
Posted: 2 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 56 minutes ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 4 hours ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 2 hours ago
North West London
Hudson IT
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 4 hours ago
London
Ampersand Consulting
Salary: £45000 - £50000 per annum
Posted: Yesterday
London
Testing Circle Ltd
Salary: £35000 per annum + benefits
Posted: 21 hours ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 2 hours ago
City, London
Salt
Salary: £40000 - £45000 per annum
Posted: 2 hours ago
Leicester, Leicestershire
Next
Salary: Completive salary and benefits package including relocation package
Posted: Yesterday
South East London
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 22 hours ago
St. Helens, Merseyside
Greywood Associates Limited
Salary: £45000 - £50000 per annum + Bens
Posted: 2 days ago
London
onezeero.
Posted: Yesterday
London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 2 hours ago
Manchester, Lancashire
Lorien Resourcing
Posted: Yesterday
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 per annum
Posted: Yesterday
Brighton, East Sussex
Evolution Recruitment Solutions
Salary: 70,000 - 100,000 + Package
Posted: 3 days ago
West Midlands
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: Yesterday
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
London
Digital Gurus
Salary: £40000 - £60000 per annum + + bens
Posted: Yesterday
London
Burns Sheehan
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago
City, London
The Datawarehousing Company
Salary: £65,000 per annum + pension, medical, dental, childcare vouchers, crit
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 3 days ago
Berkshire
Digital Gurus
Salary: + bens
Posted: Yesterday
London
Amicus Recruitment Limited
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 3 days ago
Edinburgh, Midlothian
Churchill Frank
Salary: £35000 - £50000 per annum + Bonus, Pension, SAS Training & More
Posted: 3 days ago
Bath, Avon
Novate IT Ltd
Salary: £25000 - £40000 per annum + excellent benefits
Posted: Yesterday
Cardiff, South Glamorgan
CPS Group UK
Salary: £0.00 - £45000.00 per annum
Posted: Yesterday
Oxford, Oxfordshire
Talent Analytix
Salary: From £35,000 to £40,000 per annum Up to £40k per annum plus superb ben
Posted: 2 days ago
Surrey
Harvey Nash plc
Salary: £34000 - £35000 per annum
Posted: 3 days ago