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 23 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 225 237 304
Rank change year-on-year +12 +67  
Permanent jobs citing Visualisation 1360 1396 1188
As % of all permanent IT jobs advertised in the UK 1.53% 1.42% 1.07%
As % of the Processes & Methodologies category 1.70% 1.60% 1.22%
Number of salaries quoted 1097 1125 868
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.54% +10.00%  
90% offered a salary of more than £33,900 £35,000 £34,000
10% offered a salary of more than £84,000 £80,000 £72,750
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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 +21 1279 £52,500 -4.54% 195
London +12 780 £60,000 - 105
South East +38 169 £47,000 +4.44% 26
City of London +23 129 £62,500 +4.16% 15
East of England +17 66 £40,000 -20.79% 11
South West -30 62 £45,000 +2.56% 10
East Midlands +47 57 £40,000 +14.28% 7
North West -50 53 £41,000 +2.50% 16
Yorkshire +20 51 £45,000 -21.73% 8
Hampshire +32 41 £42,500 -15.00% 6
West Yorkshire +26 41 £45,000 -34.54% 4
Manchester -33 38 £44,000 +10.00% 13
Scotland -19 36 £45,000 -10.44% 10
Leeds +12 34 £45,000 -35.71% 2
Berkshire +28 33 £55,000 +29.41% 4
Cambridgeshire -23 30 £40,000 -33.33% 3
Cambridge -22 27 £42,500 -15.84% 2
Oxfordshire +16 26 £60,000 +50.00% 5
Edinburgh -2 25 £45,500 -38.51% 3
Surrey +13 24 £41,250 -14.94% 2
Derbyshire +33 22 £42,500 -17.07%
West Midlands -19 22 £39,000 -17.89% 8
Leicestershire +32 21 £40,000 +14.28% 1
Oxford +4 21 £55,000 +22.22% 3
Devon -3 21 £45,000 +37.40% 1
Bristol -24 21 £53,750 +19.44% 6
Derby +27 20 £42,500 +88.88%
West Sussex -1 18 £30,000 -25.00% 3
Essex +15 16 £35,000 -36.36%
Wales +14 13 £40,000 -2.35%

For the 6 months to 23 June 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 1600 (60.40%) Data Visualisation
2 1219 (46.02%) SQL
3 1133 (42.77%) Business Intelligence
3 1133 (42.77%) Analytics
4 804 (30.35%) Tableau
5 724 (27.33%) Agile Software Development
6 660 (24.92%) SQL Server
7 634 (23.93%) Python
8 602 (22.73%) Degree
9 576 (21.74%) Finance
10 547 (20.65%) Analytical Skills
11 540 (20.39%) Big Data
12 533 (20.12%) Data Warehouse
13 530 (20.01%) JavaScript
14 519 (19.59%) Microsoft
15 506 (19.10%) ETL
16 478 (18.04%) QlikView
17 466 (17.59%) R
18 441 (16.65%) Java
19 423 (15.97%) SQL Server Integration Services
20 413 (15.59%) HTML
21 404 (15.25%) Power BI
22 403 (15.21%) Computer Science
23 402 (15.18%) Data Analytics
24 382 (14.42%) Machine Learning
25 364 (13.74%) CSS
26 362 (13.67%) Hadoop
27 355 (13.40%) SQL Server Reporting Services
28 342 (12.91%) Data Modelling
29 338 (12.76%) Marketing

Visualisation
Co-occurring 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
1 279 (10.53%) SAS
2 231 (8.72%) Apache Spark
3 78 (2.94%) Elasticsearch
4 74 (2.79%) Apache
5 56 (2.11%) Apache Pig
6 27 (1.02%) SharePoint
7 25 (0.94%) nginx
8 23 (0.87%) OpenStack
8 23 (0.87%) Tomcat
9 22 (0.83%) Confluence
10 19 (0.72%) Apache Solr
11 16 (0.60%) IIS
12 14 (0.53%) CMS
12 14 (0.53%) WordPress
13 9 (0.34%) NServiceBus
14 7 (0.26%) ArcGIS
14 7 (0.26%) Jetty
15 6 (0.23%) Tornado
16 5 (0.19%) JBoss
16 5 (0.19%) Marvel
Applications
1 219 (8.27%) Microsoft Excel
2 80 (3.02%) SPSS
3 43 (1.62%) Microsoft Office
4 42 (1.59%) Microsoft PowerPoint
5 31 (1.17%) MS Visio
6 26 (0.98%) Photoshop
7 21 (0.79%) Adobe Creative Suite
8 11 (0.42%) Adobe Illustrator
8 11 (0.42%) Microsoft Project
9 10 (0.38%) Adobe After Effects
9 10 (0.38%) Spreadsheet
10 8 (0.30%) InVision
11 7 (0.26%) OmniGraffle
12 5 (0.19%) Flinto
13 4 (0.15%) InDesign
14 3 (0.11%) 3ds Max
14 3 (0.11%) Chatbot
14 3 (0.11%) GIMP
14 3 (0.11%) SPSS Modeler
14 3 (0.11%) Stata
Business Applications
1 18 (0.68%) SAP Oil and Gas
2 17 (0.64%) Cognos Business Intelligence
3 11 (0.42%) Cognos TM1
4 8 (0.30%) SAP CO
4 8 (0.30%) SAP FI
4 8 (0.30%) SAP FI/CO
4 8 (0.30%) SAP FSCM
4 8 (0.30%) SAP MM
4 8 (0.30%) SAP PS
4 8 (0.30%) SAP SD
5 5 (0.19%) Actimize
5 5 (0.19%) Dynamics CRM
5 5 (0.19%) Eloqua
5 5 (0.19%) Oracle AML
6 4 (0.15%) SAP ERP
6 4 (0.15%) WebTrends
7 3 (0.11%) Exchequer
7 3 (0.11%) Revive Adserver
7 3 (0.11%) Salesforce.com CRM
8 2 (0.076%) Epicor Tropos
Cloud Services
1 258 (9.74%) Microsoft Azure
2 215 (8.12%) Amazon AWS
3 70 (2.64%) Google Analytics
4 51 (1.93%) Azure Machine Learning
5 46 (1.74%) SaaS
6 40 (1.51%) GitHub
7 39 (1.47%) Adobe Analytics
8 34 (1.28%) Google Cloud Platform
9 28 (1.06%) Amazon EC2
10 21 (0.79%) Amazon S3
11 18 (0.68%) Amazon EMR
12 17 (0.64%) Azure Data Factory
13 16 (0.60%) Adobe Creative Cloud
14 14 (0.53%) Cloud Computing
15 12 (0.45%) Office 365
16 11 (0.42%) Amazon SQS
17 7 (0.26%) PaaS
18 6 (0.23%) IaaS
19 4 (0.15%) G Suite
19 4 (0.15%) Google Tag Manager
Communications & Networking
1 40 (1.51%) Internet
1 40 (1.51%) Network Security
2 18 (0.68%) HTTP
3 7 (0.26%) Kerberos
4 6 (0.23%) Wireshark
5 5 (0.19%) SNMP
6 4 (0.15%) Firewall
6 4 (0.15%) LDAP
6 4 (0.15%) TCP/IP
7 3 (0.11%) DNS
7 3 (0.11%) tcpdump
8 2 (0.076%) DHCP
8 2 (0.076%) ICMP
8 2 (0.076%) Skype
8 2 (0.076%) Software-Defined Networking
8 2 (0.076%) SSL
8 2 (0.076%) Symposium
8 2 (0.076%) Unified Communications
9 1 (0.038%) BGP
9 1 (0.038%) HSRP
Database & Business Intelligence
1 660 (24.92%) SQL Server
2 540 (20.39%) Big Data
3 533 (20.12%) Data Warehouse
4 478 (18.04%) QlikView
5 423 (15.97%) SQL Server Integration Services
6 404 (15.25%) Power BI
7 362 (13.67%) Hadoop
8 355 (13.40%) SQL Server Reporting Services
9 267 (10.08%) SQL Server Analysis Services
10 216 (8.15%) NoSQL
11 192 (7.25%) Relational Database
12 178 (6.72%) BusinessObjects
13 159 (6.00%) MySQL
14 154 (5.81%) Data Mining
15 148 (5.59%) MongoDB
16 126 (4.76%) Apache Hive
17 111 (4.19%) Spotfire
18 91 (3.44%) Qlik Sense
19 87 (3.28%) PostgreSQL
20 74 (2.79%) Amazon Redshift
Development Applications
1 158 (5.96%) Git (software)
2 68 (2.57%) JIRA
3 58 (2.19%) Subversion
4 48 (1.81%) gulp
5 43 (1.62%) Grunt
6 41 (1.55%) Visual Studio
7 36 (1.36%) Team Foundation Server
8 31 (1.17%) Talend Open Studio
9 29 (1.09%) Jenkins
10 28 (1.06%) Selenium
11 24 (0.91%) Karma Test Runner
12 21 (0.79%) Mocha
12 21 (0.79%) PowerDesigner
13 20 (0.76%) webpack
14 19 (0.72%) Maven
15 18 (0.68%) RStudio
16 17 (0.64%) SQL Server Management Studio (SSMS)
17 16 (0.60%) Gradle
18 15 (0.57%) jspm
19 14 (0.53%) Ant
General
1 576 (21.74%) Finance
2 338 (12.76%) Marketing
3 205 (7.74%) Banking
4 157 (5.93%) Retail
5 98 (3.70%) Telecoms
6 67 (2.53%) Games
7 57 (2.15%) Investment Banking
8 49 (1.85%) Legal
9 48 (1.81%) Publishing
10 47 (1.77%) Advertising
11 40 (1.51%) Manufacturing
12 37 (1.40%) Local Government
13 36 (1.36%) Front Office
14 32 (1.21%) Electronics
15 31 (1.17%) Military
16 24 (0.91%) Pharmaceutical
17 23 (0.87%) Back Office
18 17 (0.64%) Law
19 15 (0.57%) Retail Banking
20 12 (0.45%) Automotive
Job Titles
1 914 (34.50%) Developer
2 541 (20.42%) Analyst
3 322 (12.16%) Business Intelligence Developer
4 270 (10.19%) Data Scientist
5 190 (7.17%) Business Intelligence Analyst
6 155 (5.85%) Consultant
7 152 (5.74%) Data Analyst
8 147 (5.55%) Senior Developer
9 136 (5.13%) JavaScript Developer
10 125 (4.72%) SQL Developer
11 122 (4.61%) Architect
12 107 (4.04%) Front End Developer (Client-Side Developer)
13 103 (3.89%) Analytics Manager
14 101 (3.81%) Data Manager
15 92 (3.47%) SQL Analyst
16 90 (3.40%) Designer
17 87 (3.28%) Java Developer
17 87 (3.28%) SQL BI Developer
18 83 (3.13%) Senior Analyst
19 79 (2.98%) Software Developer
Libraries, Frameworks & Software Standards
1 413 (15.59%) HTML
2 364 (13.74%) CSS
3 256 (9.66%) .NET
4 212 (8.00%) AngularJS
5 199 (7.51%) D3.js
6 174 (6.57%) HTML5
7 155 (5.85%) Node.js
8 153 (5.78%) Web Services
9 127 (4.79%) jQuery
10 116 (4.38%) React
11 93 (3.51%) Natural Language Processing
12 86 (3.25%) CSS3
13 79 (2.98%) XML
14 74 (2.79%) JSON
15 69 (2.60%) RESTful
16 62 (2.34%) Spring
17 61 (2.30%) Twitter Bootstrap
18 57 (2.15%) MDX
19 56 (2.11%) Kafka
19 56 (2.11%) REST
Miscellaneous
1 547 (20.65%) Analytical Skills
2 403 (15.21%) Computer Science
3 253 (9.55%) User Experience
4 215 (8.12%) Algorithms
5 111 (4.19%) Management Information System
6 84 (3.17%) Fintech
7 60 (2.27%) Greenfield Project
8 58 (2.19%) Social Media
9 56 (2.11%) Data Structures
10 37 (1.40%) Mobile App
11 31 (1.17%) Credit Risk
12 28 (1.06%) Hedge funds
13 27 (1.02%) Social Network
14 26 (0.98%) Cyber Defence
14 26 (0.98%) Graphic Design
15 24 (0.91%) Digital Media
16 22 (0.83%) Virtual Team
17 21 (0.79%) Animation
18 20 (0.76%) Enterprise Software
18 20 (0.76%) Life Science
Operating Systems
1 234 (8.83%) Linux
2 72 (2.72%) Windows
3 38 (1.43%) Unix
4 22 (0.83%) Android
5 18 (0.68%) Apple iOS
6 10 (0.38%) Red Hat Enterprise Linux
6 10 (0.38%) VMS
6 10 (0.38%) Windows Server
7 6 (0.23%) Ubuntu
8 5 (0.19%) SUSE
9 4 (0.15%) CentOS
9 4 (0.15%) Windows Phone
10 3 (0.11%) Mac OS
10 3 (0.11%) Windows 10
10 3 (0.11%) Windows Server 2008
10 3 (0.11%) Windows Server 2012
11 1 (0.038%) Mac OS X
Processes & Methodologies
1 1600 (60.40%) Data Visualisation
2 1133 (42.77%) Analytics
2 1133 (42.77%) Business Intelligence
3 724 (27.33%) Agile Software Development
4 506 (19.10%) ETL
5 402 (15.18%) Data Analytics
6 382 (14.42%) Machine Learning
7 342 (12.91%) Data Modelling
8 325 (12.27%) Data Analysis
9 294 (11.10%) Mathematics
10 257 (9.70%) Statistics
11 242 (9.14%) Data Management
12 219 (8.27%) Scrum
13 210 (7.93%) Stakeholder Management
14 205 (7.74%) Software Engineering
15 169 (6.38%) Web Development
16 151 (5.70%) SDLC
17 149 (5.62%) Project Management
18 142 (5.36%) Dashboard Development
19 138 (5.21%) Business Analytics
Programming Languages
1 1219 (46.02%) SQL
2 634 (23.93%) Python
3 530 (20.01%) JavaScript
4 466 (17.59%) R
5 441 (16.65%) Java
6 282 (10.65%) C#
7 240 (9.06%) T-SQL
8 145 (5.47%) C++
9 112 (4.23%) C
10 105 (3.96%) Scala
11 104 (3.93%) MATLAB
12 66 (2.49%) VBA
13 59 (2.23%) Ruby
14 57 (2.15%) Perl
15 52 (1.96%) PHP
16 41 (1.55%) ES6
17 37 (1.40%) Data Analysis Expressions (DAX)
18 32 (1.21%) TypeScript
19 31 (1.17%) Bash Shell
20 27 (1.02%) VB
Qualifications
1 602 (22.73%) Degree
2 111 (4.19%) Computer Science Degree
3 91 (3.44%) Numerate Degree
4 87 (3.28%) PhD
5 51 (1.93%) Security Cleared
6 26 (0.98%) DV Cleared
7 21 (0.79%) SC Cleared
8 20 (0.76%) Postgraduate
9 18 (0.68%) PMI Certification
10 16 (0.60%) Master's Degree
11 15 (0.57%) Microsoft Certification
12 11 (0.42%) CREST Certified
12 11 (0.42%) GCIH
12 11 (0.42%) GIAC
13 8 (0.30%) CCNA
13 8 (0.30%) Cisco Certification
13 8 (0.30%) CISSP
13 8 (0.30%) CITP
13 8 (0.30%) MCSA
14 7 (0.26%) PMP
Quality Assurance & Compliance
1 193 (7.29%) Data Quality
2 78 (2.94%) QA
3 16 (0.60%) ISO/IEC 27001
4 14 (0.53%) GDPR
5 6 (0.23%) PMO
6 5 (0.19%) MiFID
7 4 (0.15%) Actionable Recommendations
7 4 (0.15%) GCP
8 3 (0.11%) ISO 13485
9 2 (0.076%) FATCA
9 2 (0.076%) Government Security Classifications
10 1 (0.038%) Basel III
10 1 (0.038%) Dodd-Frank
10 1 (0.038%) EFQM
10 1 (0.038%) IEC 62304
System Software
1 43 (1.62%) Docker
2 39 (1.47%) VMware Infrastructure
3 27 (1.02%) Hyper-V
4 24 (0.91%) HDFS
5 17 (0.64%) Active Directory
6 12 (0.45%) Firmware
7 10 (0.38%) LXC
7 10 (0.38%) Shibboleth
8 8 (0.30%) Apache Flume
9 7 (0.26%) Apache ZooKeeper
9 7 (0.26%) Slurm Workload Manager
10 5 (0.19%) Snort
10 5 (0.19%) Virtual Machines
10 5 (0.19%) VirtualBox
11 4 (0.15%) QEMU
11 4 (0.15%) VMware ESXi
11 4 (0.15%) Xen
12 2 (0.076%) KVM
12 2 (0.076%) Oracle RAC
13 1 (0.038%) Virtual Desktop
Systems Management
1 22 (0.83%) Kibana
2 17 (0.64%) Ansible
3 13 (0.49%) Terraform
4 12 (0.45%) Nagios
4 12 (0.45%) Puppet
5 10 (0.38%) logstash
6 7 (0.26%) Opscode Chef
7 4 (0.15%) Nessus
7 4 (0.15%) Oozie
7 4 (0.15%) vRealize
8 2 (0.076%) Data Guard
8 2 (0.076%) Kubernetes
8 2 (0.076%) Nmap
8 2 (0.076%) SCCM
9 1 (0.038%) Fluentd
9 1 (0.038%) Grafana
9 1 (0.038%) Hadoop YARN
9 1 (0.038%) Piwik
9 1 (0.038%) QRadar
9 1 (0.038%) Zipkin
Vendors
1 804 (30.35%) Tableau
2 519 (19.59%) Microsoft
3 237 (8.95%) Oracle
4 185 (6.98%) SAP
5 139 (5.25%) Google
6 95 (3.59%) Adobe
7 88 (3.32%) Alteryx
8 84 (3.17%) Cognos
9 77 (2.91%) MicroStrategy
10 63 (2.38%) Birst
11 50 (1.89%) Informatica
12 44 (1.66%) Cloudera
13 41 (1.55%) TIBCO
14 40 (1.51%) IBM
14 40 (1.51%) Jaspersoft
15 39 (1.47%) VMware
16 38 (1.43%) Hortonworks
17 34 (1.28%) Twitter
18 31 (1.17%) Talend
19 28 (1.06%) Teradata
Manchester, Lancashire
Car finance 247
Salary: £34000 - £35000 per annum + benefits
Posted: Yesterday
Manchester, Lancashire
Premier IT
Posted: 18 hours ago
London
Client Server
Salary: £80000 - £95000 per annum + bonus + benefits
Posted: 6 hours ago
London
Burns Sheehan
Salary: £55000 - £65000 per annum
Posted: 19 hours ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 20 hours ago
London
Birch & James Associates
Salary: From £70,000 to £90,000 per annum
Posted: Yesterday
City, London
Ampersand Consulting
Salary: £28000 - £32000 per annum
Posted: Yesterday
South West London
Real Time Recruitment Solutions
Salary: Up to 45,000 + Benefits
Posted: Yesterday
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: Yesterday
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: 20 hours ago
Teesside
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: 20 hours ago
Leicester, Leicestershire
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: 20 hours ago
Bootle, Merseyside
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: 20 hours ago
Bradford, West Yorkshire
Northern Recruitment Group
Salary: From £25,000 to £35,000 per annum
Posted: 20 hours ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: Yesterday
Portsmouth, Hampshire
Workray
Salary: Competitive Salary & Generous Benefits
Posted: 2 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 2 days ago
Portsmouth, Hampshire
Workray
Salary: Competitive Salary & Generous Benefits
Posted: 2 days ago
Milton Keynes, Buckinghamshire
ANSON MCCADE
Salary: £37,000- £52,000
Posted: 2 days ago
Coventry, West Midlands (County)
Spring Technology
Salary: Benefits Package
Posted: 2 days ago
London
ISL
Salary: £90000 per annum + Benefits
Posted: Yesterday
Liverpool, Merseyside
Informatiq Consulting
Salary: £32000 - £37000 per annum + Bens
Posted: 3 days ago
London
Oliver James Associates
Salary: £90000 - £110000 per annum + Car, pension, benefits, bonus
Posted: Yesterday
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Ebury
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago
City, London
DCS Recruitment
Salary: £40000 - £90000 per annum
Posted: 2 days ago
Berkshire
Austin Fraser
Salary: £75000.00 per annum + Benefits
Posted: 3 days ago