The following table provides summary statistics for permanent job vacancies advertised in England 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Visualisation
UK / England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 215 244 306
Rank change year-on-year +29 +62  
Permanent jobs citing Visualisation 1255 1359 1039
As % of all permanent IT jobs advertised in England 1.56% 1.39% 1.04%
As % of the Processes & Methodologies category 1.76% 1.57% 1.19%
Number of salaries quoted 1040 1116 843
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 £34,000 £30,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £43,500 £45,000 £41,500
% change year-on-year -3.33% +8.43%  

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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71495 86758 87192
As % of all permanent IT job vacancies advertised in England 89.14% 88.63% 86.96%
Number of salaries quoted 59324 72606 71305
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Visualisation
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Visualisation
Salary Trend in England

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

Salary trend for Visualisation in England

Visualisation
Salary Histogram in England

The salary distribution of IT jobs citing Visualisation in England over the 3 months to 29 March 2017.

Salary histogram for Visualisation 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 29 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
London +49 780 £60,000 +4.34% 93
South East +26 172 £47,500 -2.06% 18
East of England +39 90 £40,000 -20.00% 14
North West -23 60 £52,500 +31.25% 9
South West -17 46 £40,382 -19.23% 11
Yorkshire +17 40 £42,500 -10.52% 8
East Midlands -18 35 £40,000 +14.28% 2
West Midlands +27 29 £45,000 -10.00% 5
North East 0 3 £45,500 +73.33% 3
Visualisation
UK

For the 6 months to 29 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 across the England region with a requirement for Visualisation.

1 1269 (53.07%) Data Visualisation
2 995 (41.61%) Analytics
3 993 (41.53%) SQL
4 913 (38.18%) Business Intelligence
5 740 (30.95%) Agile Software Development
6 640 (26.77%) Tableau
7 629 (26.31%) JavaScript
8 606 (25.35%) Degree
9 553 (23.13%) Finance
10 535 (22.38%) SQL Server
11 533 (22.29%) Python
12 511 (21.37%) HTML
13 505 (21.12%) Big Data
14 466 (19.49%) Java
15 462 (19.32%) CSS
16 452 (18.90%) QlikView
17 447 (18.70%) Analytical Skills
18 385 (16.10%) Microsoft
19 384 (16.06%) Data Warehouse
20 370 (15.47%) ETL
21 364 (15.22%) Data Analytics
22 361 (15.10%) SQL Server Integration Services
23 352 (14.72%) Computer Science
24 351 (14.68%) R
25 327 (13.68%) AngularJS
26 321 (13.43%) Hadoop
27 316 (13.22%) C#
27 316 (13.22%) SQL Server Reporting Services
28 289 (12.09%) Power BI
29 275 (11.50%) Linux

Visualisation
Co-occurring 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
1 230 (9.62%) Apache Spark
2 204 (8.53%) SAS
3 111 (4.64%) Elasticsearch
4 90 (3.76%) Apache Pig
5 79 (3.30%) Apache
6 46 (1.92%) SharePoint
7 33 (1.38%) OpenStack
8 32 (1.34%) Confluence
9 19 (0.79%) nginx
10 17 (0.71%) WordPress
11 15 (0.63%) Apache Solr
11 15 (0.63%) IIS
11 15 (0.63%) Tomcat
12 7 (0.29%) WebLogic
13 6 (0.25%) Tornado
14 5 (0.21%) JBoss
15 4 (0.17%) CMS
15 4 (0.17%) Drupal
15 4 (0.17%) NServiceBus
15 4 (0.17%) Skype for Business
Applications
1 259 (10.83%) MS Excel
2 81 (3.39%) SPSS
3 36 (1.51%) MS PowerPoint
3 36 (1.51%) Photoshop
4 35 (1.46%) MS Office
5 29 (1.21%) Adobe Illustrator
6 19 (0.79%) Spreadsheet
7 17 (0.71%) MS Project
8 14 (0.59%) OmniGraffle
9 11 (0.46%) InDesign
10 8 (0.33%) InVision
11 7 (0.29%) MS Visio
12 5 (0.21%) Adobe Creative Suite
12 5 (0.21%) Flinto
13 4 (0.17%) Gephi
13 4 (0.17%) SPSS Modeler
14 3 (0.13%) 3ds Max
14 3 (0.13%) Stata
15 2 (0.084%) Maya
15 2 (0.084%) SOLIDWORKS
Business Applications
1 34 (1.42%) Cognos Business Intelligence
2 16 (0.67%) Cognos Planning
3 10 (0.42%) Dynamics CRM
4 8 (0.33%) Epicor Tropos
4 8 (0.33%) Oracle EBS
4 8 (0.33%) SAP Oil and Gas
5 7 (0.29%) WebTrends
6 6 (0.25%) Cognos TM1
7 4 (0.17%) Eloqua
8 3 (0.13%) SAP CO
8 3 (0.13%) SAP FI
8 3 (0.13%) SAP FI/CO
8 3 (0.13%) SAP FSCM
8 3 (0.13%) SAP MM
8 3 (0.13%) SAP PS
8 3 (0.13%) SAP SD
8 3 (0.13%) Sprinklr
9 2 (0.084%) Dynamics AX
9 2 (0.084%) Dynamics GP
9 2 (0.084%) NetSuite
Cloud Services
1 209 (8.74%) Microsoft Azure
2 167 (6.98%) Amazon AWS
3 69 (2.89%) Google Analytics
4 32 (1.34%) Adobe Analytics
4 32 (1.34%) Google Cloud Platform
5 30 (1.25%) GitHub
6 25 (1.05%) Amazon EC2
7 23 (0.96%) Adobe Creative Cloud
8 22 (0.92%) Azure Machine Learning
9 18 (0.75%) SaaS
10 13 (0.54%) Amazon S3
10 13 (0.54%) Amazon SQS
10 13 (0.54%) Google App Engine
10 13 (0.54%) Office 365
11 11 (0.46%) Amazon EMR
12 10 (0.42%) Cloud Computing
13 9 (0.38%) Data Lake Analytics
14 5 (0.21%) IaaS
14 5 (0.21%) PaaS
15 4 (0.17%) Google Tag Manager
Communications & Networking
1 55 (2.30%) Internet
2 26 (1.09%) Network Security
3 21 (0.88%) HTTP
4 13 (0.54%) Wireshark
5 11 (0.46%) SSL
6 10 (0.42%) SNMP
7 8 (0.33%) HTTPS
7 8 (0.33%) Kerberos
7 8 (0.33%) LDAP
7 8 (0.33%) Wireless
8 7 (0.29%) Ethernet
9 6 (0.25%) DNS
9 6 (0.25%) LAN
10 5 (0.21%) FTP
10 5 (0.21%) tcpdump
10 5 (0.21%) WAN
11 4 (0.17%) PPP
11 4 (0.17%) Skype
11 4 (0.17%) Symposium
12 3 (0.13%) DHCP
Database & Business Intelligence
1 535 (22.38%) SQL Server
2 505 (21.12%) Big Data
3 452 (18.90%) QlikView
4 384 (16.06%) Data Warehouse
5 361 (15.10%) SQL Server Integration Services
6 321 (13.43%) Hadoop
7 316 (13.22%) SQL Server Reporting Services
8 289 (12.09%) Power BI
9 222 (9.28%) SQL Server Analysis Services
10 201 (8.41%) MySQL
11 196 (8.20%) Relational Database
12 181 (7.57%) NoSQL
13 155 (6.48%) BusinessObjects
14 149 (6.23%) MongoDB
15 127 (5.31%) Apache Hive
16 125 (5.23%) Data Mining
17 98 (4.10%) RDBMS
18 72 (3.01%) Spotfire
19 64 (2.68%) Qlik Sense
20 51 (2.13%) SQL Server 2008
Development Applications
1 131 (5.48%) Git (software)
2 86 (3.60%) JIRA
3 57 (2.38%) gulp
4 53 (2.22%) Grunt
5 47 (1.97%) Subversion
6 39 (1.63%) Jenkins
6 39 (1.63%) Karma Test Runner
7 36 (1.51%) Talend Open Studio
8 33 (1.38%) jspm
9 26 (1.09%) Jasmine
10 22 (0.92%) QUnit
10 22 (0.92%) SQL Server Management Studio (SSMS)
11 20 (0.84%) Maven
11 20 (0.84%) Visual Studio
12 17 (0.71%) Axure RP
12 17 (0.71%) Vagrant
13 15 (0.63%) Ant
14 14 (0.59%) JUnit
14 14 (0.59%) Mocha
15 13 (0.54%) Selenium
General
1 553 (23.13%) Finance
2 265 (11.08%) Marketing
3 212 (8.87%) Banking
4 121 (5.06%) Retail
5 105 (4.39%) Telecoms
6 83 (3.47%) Investment Banking
7 78 (3.26%) Legal
8 73 (3.05%) Games
9 61 (2.55%) Military
10 47 (1.97%) Front Office
11 31 (1.30%) Manufacturing
12 30 (1.25%) Publishing
13 26 (1.09%) Back Office
14 23 (0.96%) Advertising
15 17 (0.71%) Law
15 17 (0.71%) Local Government
16 16 (0.67%) Pharmaceutical
17 10 (0.42%) Electronics
18 7 (0.29%) Automotive
18 7 (0.29%) Billing
Job Titles
1 933 (39.02%) Developer
2 419 (17.52%) Analyst
3 215 (8.99%) Business Intelligence Developer
4 203 (8.49%) Data Scientist
5 192 (8.03%) JavaScript Developer
6 175 (7.32%) Front End Developer (Client-Side Developer)
7 162 (6.78%) Business Intelligence Analyst
8 135 (5.65%) Consultant
9 130 (5.44%) Senior Developer
10 125 (5.23%) Architect
11 107 (4.48%) Data Analyst
12 105 (4.39%) Analytics Manager
12 105 (4.39%) SQL Developer
13 104 (4.35%) Java Developer
14 100 (4.18%) Web Developer
15 89 (3.72%) Software Developer
15 89 (3.72%) Software Engineer
16 88 (3.68%) HTML Developer
17 84 (3.51%) SQL Analyst
18 82 (3.43%) Data Manager
Libraries, Frameworks & Software Standards
1 511 (21.37%) HTML
2 462 (19.32%) CSS
3 327 (13.68%) AngularJS
4 253 (10.58%) D3.js
5 250 (10.46%) HTML5
6 223 (9.33%) .NET
7 198 (8.28%) Node.js
8 190 (7.95%) jQuery
9 156 (6.52%) CSS3
10 145 (6.06%) React
11 107 (4.48%) Web Services
12 104 (4.35%) Spring
13 84 (3.51%) Hibernate
14 77 (3.22%) JSON
15 76 (3.18%) REST
16 73 (3.05%) XML
17 72 (3.01%) KnockoutJS
18 69 (2.89%) MDX
19 66 (2.76%) Twitter Bootstrap
20 64 (2.68%) Sass
Miscellaneous
1 447 (18.70%) Analytical Skills
2 352 (14.72%) Computer Science
3 252 (10.54%) User Experience
4 181 (7.57%) Algorithms
5 62 (2.59%) Fintech
6 55 (2.30%) Credit Risk
7 49 (2.05%) Social Media
8 44 (1.84%) Management Information System
9 42 (1.76%) Mobile App
10 41 (1.71%) PKI
11 35 (1.46%) Hedge funds
12 34 (1.42%) Data Structures
13 28 (1.17%) Grid Computing
14 27 (1.13%) PMI
15 24 (1.00%) Client/Server
16 21 (0.88%) Digital Media
16 21 (0.88%) Enterprise Software
16 21 (0.88%) Equities
16 21 (0.88%) Social Network
17 20 (0.84%) Linux Command Line
Operating Systems
1 275 (11.50%) Linux
2 74 (3.09%) Windows
3 50 (2.09%) Unix
4 19 (0.79%) CentOS
5 15 (0.63%) Android
5 15 (0.63%) Red Hat Enterprise Linux
6 14 (0.59%) Windows Server
7 13 (0.54%) Apple iOS
8 11 (0.46%) Windows Phone
9 9 (0.38%) VMS
10 6 (0.25%) Windows Server 2008
11 3 (0.13%) Windows 10
11 3 (0.13%) Windows Server 2003
11 3 (0.13%) Windows Server 2012
12 2 (0.084%) SUSE
13 1 (0.042%) Mac OS X
13 1 (0.042%) Windows 7
13 1 (0.042%) Windows Vista
13 1 (0.042%) Windows XP
Processes & Methodologies
1 1269 (53.07%) Data Visualisation
2 995 (41.61%) Analytics
3 913 (38.18%) Business Intelligence
4 740 (30.95%) Agile Software Development
5 370 (15.47%) ETL
6 364 (15.22%) Data Analytics
7 273 (11.42%) Machine Learning
8 259 (10.83%) Scrum
9 257 (10.75%) Mathematics
10 253 (10.58%) Web Development
11 252 (10.54%) Software Engineering
12 249 (10.41%) Data Analysis
13 234 (9.79%) Front End Development
14 232 (9.70%) Data Modelling
15 185 (7.74%) Statistics
16 183 (7.65%) Stakeholder Management
17 180 (7.53%) SDLC
18 173 (7.24%) Data Management
19 148 (6.19%) OO
20 135 (5.65%) TDD
Programming Languages
1 993 (41.53%) SQL
2 629 (26.31%) JavaScript
3 533 (22.29%) Python
4 466 (19.49%) Java
5 351 (14.68%) R
6 316 (13.22%) C#
7 227 (9.49%) T-SQL
8 151 (6.32%) C++
9 135 (5.65%) C
10 95 (3.97%) Perl
11 82 (3.43%) MATLAB
11 82 (3.43%) PHP
12 77 (3.22%) Scala
13 71 (2.97%) Ruby
13 71 (2.97%) VBA
14 59 (2.47%) TypeScript
15 44 (1.84%) ES6
16 40 (1.67%) Bash Shell
17 34 (1.42%) Data Analysis Expressions (DAX)
18 29 (1.21%) VB
Qualifications
1 606 (25.35%) Degree
2 83 (3.47%) PhD
3 80 (3.35%) Security Cleared
4 52 (2.17%) DV Cleared
5 27 (1.13%) PMI Certification
5 27 (1.13%) SC Cleared
6 11 (0.46%) Postgraduate
7 9 (0.38%) Microsoft Certification
7 9 (0.38%) PMP
8 8 (0.33%) ISEB
9 5 (0.21%) CCNA
9 5 (0.21%) Cisco Certification
9 5 (0.21%) MCSA
10 3 (0.13%) APMP
10 3 (0.13%) CISM
10 3 (0.13%) CISSP
10 3 (0.13%) ITIL Certification
11 2 (0.084%) A+ Certification
11 2 (0.084%) MCSE
11 2 (0.084%) PRINCE2 Certification
Quality Assurance & Compliance
1 117 (4.89%) Data Quality
2 95 (3.97%) QA
3 13 (0.54%) MiFID
4 6 (0.25%) GDPR
4 6 (0.25%) ISO/IEC 27001
5 5 (0.21%) DICOM
5 5 (0.21%) HL7
6 4 (0.17%) ISO 9001
7 3 (0.13%) GCP
7 3 (0.13%) PMO
7 3 (0.13%) SLA
8 2 (0.084%) IAS 39
8 2 (0.084%) IFRS
8 2 (0.084%) IFRS 9
8 2 (0.084%) ISO13485
9 1 (0.042%) Actionable Recommendations
9 1 (0.042%) Basel III
9 1 (0.042%) Dodd-Frank
9 1 (0.042%) EFQM
System Software
1 67 (2.80%) VMware Infrastructure
2 64 (2.68%) Hyper-V
3 50 (2.09%) Docker
4 24 (1.00%) HDFS
5 12 (0.50%) Active Directory
6 11 (0.46%) Slurm Workload Manager
7 9 (0.38%) Ceph
8 7 (0.29%) LXC
9 6 (0.25%) Virtual Machines
9 6 (0.25%) VirtualBox
10 5 (0.21%) Shibboleth
10 5 (0.21%) Snort
11 4 (0.17%) QEMU
11 4 (0.17%) Xen
12 2 (0.084%) Apache Flume
12 2 (0.084%) Apache ZooKeeper
12 2 (0.084%) KVM
12 2 (0.084%) VMware ESX
13 1 (0.042%) Firmware
13 1 (0.042%) Virtual Desktop
Systems Management
1 39 (1.63%) Ansible
2 34 (1.42%) Puppet
3 26 (1.09%) Opscode Chef
4 23 (0.96%) Nagios
5 21 (0.88%) Kibana
6 11 (0.46%) logstash
7 7 (0.29%) Terraform
8 5 (0.21%) Oozie
8 5 (0.21%) Oracle ZFS
9 3 (0.13%) QRadar
10 2 (0.084%) Control-M
10 2 (0.084%) Hadoop YARN
10 2 (0.084%) Nessus
10 2 (0.084%) Nmap
10 2 (0.084%) vRealize
11 1 (0.042%) EnCase
11 1 (0.042%) Mesos
11 1 (0.042%) SCCM
11 1 (0.042%) ZABBIX
Vendors
1 640 (26.77%) Tableau
2 385 (16.10%) Microsoft
3 215 (8.99%) Oracle
4 133 (5.56%) Google
5 126 (5.27%) SAP
6 94 (3.93%) Cognos
7 76 (3.18%) MicroStrategy
8 68 (2.84%) Adobe
9 67 (2.80%) VMware
10 62 (2.59%) Alteryx
11 40 (1.67%) Informatica
12 37 (1.55%) Twitter
13 36 (1.51%) Birst
13 36 (1.51%) Talend
14 35 (1.46%) Hortonworks
15 27 (1.13%) IBM
16 26 (1.09%) TIBCO
17 23 (0.96%) Vertica
18 22 (0.92%) Cloudera
19 21 (0.88%) Cisco
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 3 hours ago
Brighton, East Sussex
Evolution Recruitment Solutions
Salary: 70,000 - 100,000 + Package
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 23 hours ago
Birmingham, West Midlands (County)
IGI Ltd
Salary: From £26,000 to £46,000 per annum plus bonus and pension
Posted: 1 hour ago
London
Give-A-Grad-A-Go Ltd
Salary: £35k - 45k per year
Posted: 22 hours ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £50000 - £60000 per annum + package
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: €40,000 - €65,000 + extensive benefits package
Posted: 21 hours ago
London
TEKsystems
Salary: £40000 - £50000 per annum + bonus and benefits
Posted: 20 hours ago
City, London
TEKsystems
Salary: £40000 - £50000 per annum + benefits + bonus
Posted: 20 hours ago
London
Codex
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
Chichester, West Sussex
Oxbridge Answers
Salary: 48,000
Posted: Yesterday
Colchester, Essex
Venturi
Salary: £40000.00 - £60000.00 per annum + Bonus + Beneifts
Posted: 19 hours ago
London
Codex
Salary: From £65,000 to £90,000 per annum
Posted: 2 days ago
London
TEKsystems
Salary: £65000 - £85000 per annum + bonus and benefits
Posted: Yesterday
Staines, Middlesex
Austin Fraser
Salary: £50000 - £60000 per annum + benefits
Posted: 4 hours ago
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum + bonus package
Posted: Yesterday
Sheffield, South Yorkshire
The Bridge Ltd
Salary: Unspecified 10% Annual Bonus, Contributory Pension, Healthcare
Posted: 21 hours ago
London
Codex
Salary: From £30,000 to £40,000 per annum
Posted: 2 days ago
London
Salt
Salary: £70000.00 - £75000.00 per annum
Posted: 23 hours ago
Central London / West End
Initi8 Recruitment
Salary: £37000 Per Annum
Posted: Yesterday
London
Talent International
Salary: £350 - £500 per day
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
TEKsystems
Salary: £65000 - £95000 per annum
Posted: 22 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Excellent Market Rates
Posted: Yesterday
London
Careerwise UK Limited
Salary: £40000 - £45000 per annum + Pension, Healthcare, 25 days
Posted: 22 hours ago
Crawley, West Sussex
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Bath, Avon
Resource Group
Salary: £20000 - £40000 per annum, Benefits Benefits & Pension
Posted: Yesterday
City, London
Explore Recruitment Solutions
Salary: £70000 - £80000 per annum + negotiable
Posted: 20 hours ago
Central London / West End
Client Server
Salary: £60k to £65k + benefits
Posted: Yesterday