Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 362 461 491
Rank change year-on-year +99 +30 +106
Permanent jobs citing Data Visualisation 1458 1097 1214
As % of all permanent IT jobs advertised in England 0.86% 0.61% 0.59%
As % of the Processes & Methodologies category 0.96% 0.69% 0.66%
Number of salaries quoted 1254 887 996
England median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% -4.76%
10th Percentile £31,250 £34,450 £32,500
90th Percentile £81,250 £92,500 £81,875
UK median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -

Data Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 151740 159655 182630
As % of all permanent IT jobs advertised in England 89.91% 89.41% 88.75%
Number of salaries quoted 120747 133850 152095
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Data Visualisation
Job Vacancy Trend in England

Job postings citing Data Visualisation as a percentage of all IT jobs advertised in England.

Job vacancy trend for Data Visualisation in England

Data Visualisation
Salary Trend in England

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

Salary trend for Data Visualisation in England

Data Visualisation
Salary Histogram in England

The salary distribution of IT jobs citing Data Visualisation in England over the 6 months to 24 November 2017.

Salary histogram for Data Visualisation in England

Data 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 Data Visualisation within the England region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 792 £60,000 - 66
North of England +89 196 £45,000 - 17
South East +90 184 £45,000 -10.00% 17
East of England +66 137 £50,000 - 10
Yorkshire +77 122 £45,000 - 8
Midlands +89 91 £38,750 -7.74% 1
North West -5 65 £40,000 -5.88% 9
South West +40 57 £42,501 -10.53% 3
East Midlands +57 45 £35,000 -6.67% 1
West Midlands +40 39 £37,500 -11.24%
North East +15 11 £57,500 +53.33%
Data Visualisation
UK

For the 6 months to 24 November 2017, IT jobs citing Data 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 Data Visualisation.

1 1455 (99.79%) Visualisation
2 801 (54.94%) SQL
3 719 (49.31%) Business Intelligence
4 610 (41.84%) Analytics
5 597 (40.95%) Tableau
6 413 (28.33%) SQL Server
7 380 (26.06%) Data Warehouse
8 377 (25.86%) Python
9 374 (25.65%) Microsoft
10 366 (25.10%) Degree
11 346 (23.73%) Finance
12 345 (23.66%) Analytical Skills
13 323 (22.15%) ETL
14 312 (21.40%) Power BI
15 302 (20.71%) Agile Software Development
16 280 (19.20%) Big Data
17 278 (19.07%) SQL Server Integration Services
18 269 (18.45%) JavaScript
19 253 (17.35%) SQL Server Reporting Services
20 251 (17.22%) Computer Science
21 248 (17.01%) R
22 239 (16.39%) Data Modelling
23 235 (16.12%) QlikView
24 229 (15.71%) Machine Learning
25 228 (15.64%) HTML
26 214 (14.68%) CSS
27 212 (14.54%) Data Analysis
28 210 (14.40%) Mathematics
29 199 (13.65%) Marketing
30 198 (13.58%) SQL Server Analysis Services

Data 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
1 178 (12.21%) SAS
2 162 (11.11%) Apache Spark
3 34 (2.33%) Apache
4 29 (1.99%) Elasticsearch
5 22 (1.51%) Apache Pig
6 16 (1.10%) Confluence
7 14 (0.96%) CMS
8 11 (0.75%) SharePoint
9 9 (0.62%) Apache Solr
10 7 (0.48%) IIS
10 7 (0.48%) nginx
11 6 (0.41%) JBoss
11 6 (0.41%) WildFly
12 5 (0.34%) Oracle SOA Suite
12 5 (0.34%) WordPress
13 4 (0.27%) BizTalk Server
13 4 (0.27%) Jetty
13 4 (0.27%) Tomcat
14 3 (0.21%) NServiceBus
15 2 (0.14%) Smallworld
Applications
1 173 (11.87%) Microsoft Excel
2 74 (5.08%) SPSS
3 38 (2.61%) Photoshop
4 29 (1.99%) Microsoft PowerPoint
5 27 (1.85%) Microsoft Office
6 17 (1.17%) Adobe Illustrator
7 7 (0.48%) Adobe Creative Suite
7 7 (0.48%) Chatbot
8 6 (0.41%) Adobe After Effects
8 6 (0.41%) InVision
8 6 (0.41%) MS Visio
9 5 (0.34%) Adobe Premiere
9 5 (0.34%) InDesign
10 4 (0.27%) Mathematica
11 2 (0.14%) Maya
11 2 (0.14%) Spreadsheet
11 2 (0.14%) Stata
11 2 (0.14%) Weka
12 1 (0.069%) AutoCAD
12 1 (0.069%) OmniGraffle
Business Applications
1 7 (0.48%) Dynamics CRM
1 7 (0.48%) WebTrends
2 6 (0.41%) Cognos Business Intelligence
2 6 (0.41%) Revive Adserver
2 6 (0.41%) SAP Business One
3 5 (0.34%) Actimize
3 5 (0.34%) Oracle AML
4 4 (0.27%) Adobe Campaign
4 4 (0.27%) Dynamics AX
4 4 (0.27%) SAP Business ByDesign
5 2 (0.14%) Eloqua
5 2 (0.14%) Salesforce.com CRM
5 2 (0.14%) SAP FSCM
5 2 (0.14%) SAP PM
6 1 (0.069%) Dynamics NAV
6 1 (0.069%) Raiser's Edge
Cloud Services
1 183 (12.55%) Microsoft Azure
2 151 (10.36%) Amazon AWS
3 58 (3.98%) Google Analytics
4 49 (3.36%) Google Cloud Platform
5 39 (2.67%) SaaS
6 37 (2.54%) Azure Data Factory
7 36 (2.47%) Azure Machine Learning
8 29 (1.99%) Adobe Analytics
9 24 (1.65%) GitHub
10 19 (1.30%) Amazon EMR
11 17 (1.17%) Amazon EC2
12 15 (1.03%) Amazon Kinesis
12 15 (1.03%) Virtual Private Cloud
13 12 (0.82%) Cloud Computing
14 10 (0.69%) PaaS
15 8 (0.55%) Amazon S3
15 8 (0.55%) Google Tag Manager
16 7 (0.48%) IaaS
17 5 (0.34%) Office 365
18 3 (0.21%) Route 53
Communications & Networking
1 20 (1.37%) Network Security
2 17 (1.17%) Internet
3 7 (0.48%) SSL
4 5 (0.34%) PSTN
4 5 (0.34%) Wi-Fi
5 4 (0.27%) HTTP
6 3 (0.21%) Broadband
6 3 (0.21%) LAN
6 3 (0.21%) SMS
6 3 (0.21%) TCP/IP
6 3 (0.21%) WAN
7 2 (0.14%) Firewall
8 1 (0.069%) Cisco ASA
8 1 (0.069%) DNS
8 1 (0.069%) Kerberos
Database & Business Intelligence
1 413 (28.33%) SQL Server
2 380 (26.06%) Data Warehouse
3 312 (21.40%) Power BI
4 280 (19.20%) Big Data
5 278 (19.07%) SQL Server Integration Services
6 253 (17.35%) SQL Server Reporting Services
7 235 (16.12%) QlikView
8 198 (13.58%) SQL Server Analysis Services
9 178 (12.21%) Hadoop
10 148 (10.15%) NoSQL
11 113 (7.75%) Relational Database
12 90 (6.17%) MongoDB
13 89 (6.10%) Data Mining
14 83 (5.69%) Apache Hive
15 68 (4.66%) BusinessObjects
16 64 (4.39%) SQL Server 2012
17 57 (3.91%) MySQL
18 56 (3.84%) Spotfire
19 50 (3.43%) SQL Server 2016
20 45 (3.09%) Amazon Redshift
Development Applications
1 43 (2.95%) Git (software)
2 42 (2.88%) Team Foundation Server
3 34 (2.33%) Talend Open Studio
4 32 (2.19%) Visual Studio
5 29 (1.99%) JIRA
6 25 (1.71%) Jenkins
7 20 (1.37%) Mocha
8 17 (1.17%) Selenium
9 15 (1.03%) webpack
10 12 (0.82%) Grunt
10 12 (0.82%) gulp
10 12 (0.82%) Vagrant
11 9 (0.62%) Jasmine
11 9 (0.62%) Subversion
12 6 (0.41%) Toad
13 5 (0.34%) Octopus Deploy
14 4 (0.27%) Axure RP
14 4 (0.27%) Balsamiq Mockups
14 4 (0.27%) Gradle
14 4 (0.27%) Visual Studio Team System
General
1 346 (23.73%) Finance
2 199 (13.65%) Marketing
3 97 (6.65%) Banking
4 78 (5.35%) Retail
5 42 (2.88%) Advertising
5 42 (2.88%) Telecoms
6 32 (2.19%) Publishing
7 28 (1.92%) Games
8 23 (1.58%) Private Banking
9 20 (1.37%) Electronics
10 18 (1.23%) Automotive
10 18 (1.23%) Manufacturing
11 14 (0.96%) Front Office
11 14 (0.96%) Pharmaceutical
12 11 (0.75%) Local Government
13 9 (0.62%) Legal
13 9 (0.62%) Military
13 9 (0.62%) Retail Banking
14 8 (0.55%) Back Office
15 6 (0.41%) Law
Job Titles
1 444 (30.45%) Developer
2 355 (24.35%) Analyst
3 207 (14.20%) Business Intelligence Developer
4 136 (9.33%) Data Analyst
5 133 (9.12%) Consultant
6 122 (8.37%) Data Scientist
7 118 (8.09%) Business Intelligence Analyst
8 85 (5.83%) Business Intelligence Consultant
9 79 (5.42%) SQL Developer
10 73 (5.01%) Architect
11 72 (4.94%) Business Developer
12 70 (4.80%) JavaScript Developer
13 64 (4.39%) SQL BI Developer
14 56 (3.84%) Full Stack Developer
15 55 (3.77%) SQL Analyst
16 46 (3.16%) Analytics Manager
16 46 (3.16%) Designer
16 46 (3.16%) Senior Developer
17 45 (3.09%) Data Consultant
17 45 (3.09%) Data Engineer
Libraries, Frameworks & Software Standards
1 228 (15.64%) HTML
2 214 (14.68%) CSS
3 130 (8.92%) AngularJS
4 107 (7.34%) React
5 93 (6.38%) Web Services
6 92 (6.31%) .NET
7 75 (5.14%) Node.js
8 74 (5.08%) D3.js
9 71 (4.87%) HTML5
10 47 (3.22%) RESTful
11 42 (2.88%) jQuery
11 42 (2.88%) MDX
12 41 (2.81%) Natural Language Processing
13 39 (2.67%) Twitter Bootstrap
14 37 (2.54%) KnockoutJS
15 35 (2.40%) JSON
16 34 (2.33%) ASP.NET
17 32 (2.19%) ASP.NET Web API
17 32 (2.19%) CSS3
17 32 (2.19%) WCF
Miscellaneous
1 345 (23.66%) Analytical Skills
2 251 (17.22%) Computer Science
3 106 (7.27%) User Experience
4 99 (6.79%) Algorithms
5 85 (5.83%) Management Information System
6 43 (2.95%) Mobile App
7 32 (2.19%) Data Structures
8 31 (2.13%) Greenfield Project
9 28 (1.92%) Fintech
10 27 (1.85%) Analytical Mindset
11 25 (1.71%) Life Science
12 24 (1.65%) Data Centre
13 23 (1.58%) Social Media
14 18 (1.23%) Credit Risk
15 16 (1.10%) Social Network
16 15 (1.03%) Clustering
16 15 (1.03%) FMCG
17 13 (0.89%) Reference Data
18 12 (0.82%) Cyber Attack
19 11 (0.75%) Reinsurance
Operating Systems
1 76 (5.21%) Linux
2 28 (1.92%) Android
3 23 (1.58%) Apple iOS
4 20 (1.37%) Windows
5 17 (1.17%) Unix
6 7 (0.48%) Red Hat Enterprise Linux
7 3 (0.21%) Ubuntu
8 2 (0.14%) Mac OS X
8 2 (0.14%) Windows Server
9 1 (0.069%) Windows 10
9 1 (0.069%) Windows Server 2008
9 1 (0.069%) Windows Server 2012
Processes & Methodologies
1 1455 (99.79%) Visualisation
2 719 (49.31%) Business Intelligence
3 610 (41.84%) Analytics
4 323 (22.15%) ETL
5 302 (20.71%) Agile Software Development
6 239 (16.39%) Data Modelling
7 229 (15.71%) Machine Learning
8 212 (14.54%) Data Analysis
9 210 (14.40%) Mathematics
10 192 (13.17%) Data Analytics
11 189 (12.96%) Statistics
12 139 (9.53%) Data Management
13 136 (9.33%) Stakeholder Management
14 107 (7.34%) Software Engineering
15 106 (7.27%) Scrum
16 91 (6.24%) Business Analytics
17 90 (6.17%) Predictive Analytics
18 85 (5.83%) Project Management
19 77 (5.28%) Actionable Insight
20 69 (4.73%) Kimball Methodology
Programming Languages
1 801 (54.94%) SQL
2 377 (25.86%) Python
3 269 (18.45%) JavaScript
4 248 (17.01%) R
5 196 (13.44%) T-SQL
6 161 (11.04%) Java
7 109 (7.48%) C#
8 62 (4.25%) Scala
9 58 (3.98%) PHP
10 51 (3.50%) VBA
11 48 (3.29%) MATLAB
12 45 (3.09%) C++
13 36 (2.47%) Ruby
14 23 (1.58%) C
14 23 (1.58%) Data Analysis Expressions (DAX)
15 21 (1.44%) ES6
16 19 (1.30%) PL/SQL
16 19 (1.30%) TypeScript
17 17 (1.17%) VB
18 11 (0.75%) Perl
Qualifications
1 366 (25.10%) Degree
2 50 (3.43%) Numerate Degree
3 49 (3.36%) Computer Science Degree
4 48 (3.29%) PhD
5 17 (1.17%) Master's Degree
6 16 (1.10%) Postgraduate
7 14 (0.96%) Security Cleared
8 13 (0.89%) Microsoft Certification
9 12 (0.82%) CREST Certified
9 12 (0.82%) GCIH
9 12 (0.82%) GIAC
10 10 (0.69%) SC Cleared
11 6 (0.41%) MBA
11 6 (0.41%) PRINCE2 Practitioner
12 4 (0.27%) PMI Certification
13 3 (0.21%) MCP
13 3 (0.21%) MCSA
14 2 (0.14%) CISA
14 2 (0.14%) CISSP
14 2 (0.14%) ISSAP
Quality Assurance & Compliance
1 104 (7.13%) Data Quality
2 26 (1.78%) QA
3 18 (1.23%) GDPR
4 16 (1.10%) GCP
5 9 (0.62%) SLA
6 8 (0.55%) CRD IV
6 8 (0.55%) EMIR
6 8 (0.55%) ISO/IEC 27001
6 8 (0.55%) MiFID
7 5 (0.34%) Actionable Recommendations
8 3 (0.21%) WCAG
9 2 (0.14%) PCI DSS
9 2 (0.14%) PMO
9 2 (0.14%) PSD2
10 1 (0.069%) ISO 14001
System Software
1 26 (1.78%) Docker
2 21 (1.44%) Apache Flume
3 10 (0.69%) HDFS
4 7 (0.48%) Apache ZooKeeper
4 7 (0.48%) VMware Infrastructure
5 5 (0.34%) Active Directory
6 2 (0.14%) KVM
7 1 (0.069%) GridGain
7 1 (0.069%) Hyper-V
7 1 (0.069%) Shibboleth
Systems Management
1 16 (1.10%) Nagios
2 13 (0.89%) Terraform
3 12 (0.82%) Kibana
3 12 (0.82%) Oozie
3 12 (0.82%) Puppet
3 12 (0.82%) ZABBIX
4 5 (0.34%) Hadoop YARN
5 4 (0.27%) Grafana
6 3 (0.21%) Rundeck
7 2 (0.14%) Ansible
7 2 (0.14%) Kubernetes
8 1 (0.069%) EMC NetWorker
8 1 (0.069%) Mesos
8 1 (0.069%) Piwik
8 1 (0.069%) SCCM
8 1 (0.069%) SCOM
8 1 (0.069%) Systems Management Server (SMS)
8 1 (0.069%) WSUS
Vendors
1 597 (40.95%) Tableau
2 374 (25.65%) Microsoft
3 164 (11.25%) Oracle
4 127 (8.71%) Google
5 88 (6.04%) SAP
6 60 (4.12%) Adobe
7 51 (3.50%) Alteryx
8 50 (3.43%) Cognos
9 34 (2.33%) MicroStrategy
9 34 (2.33%) Talend
10 32 (2.19%) Teradata
11 27 (1.85%) Cisco
11 27 (1.85%) IBM
12 24 (1.65%) Cloudera
13 21 (1.44%) Atlassian
13 21 (1.44%) Salesforce.com
13 21 (1.44%) Twitter
14 20 (1.37%) Informatica
15 19 (1.30%) Symantec
16 17 (1.17%) Facebook