Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 305 351 367
Rank change year-on-year +46 +16 +69
Permanent jobs citing Data Visualisation 800 662 799
As % of all permanent IT jobs advertised in London 1.06% 0.88% 0.90%
As % of the Processes & Methodologies category 1.16% 0.98% 1.00%
Number of salaries quoted 682 520 657
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -8.33%
10th Percentile £35,000 £40,000 £32,500
90th Percentile £88,750 £100,000 £85,000
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -4.76%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68869 67817 79798
As % of all permanent IT jobs advertised in London 91.63% 90.61% 89.56%
Number of salaries quoted 52972 58374 67234
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Visualisation
Job Vacancy Trend in London

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

Job vacancy trend for Data Visualisation in London

Data Visualisation
Salary Trend in London

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

Salary trend for Data Visualisation in London

Data Visualisation
Salary Histogram in London

The salary distribution of IT jobs citing Data Visualisation in London over the 6 months to 20 November 2017.

Salary histogram for Data Visualisation in London

Data Visualisation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the London region over the 6 months to 20 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
Central London +15 139 £65,000 +8.33% 18
West London +47 44 £40,000 -5.88% 6
East London +3 11 £37,500 -46.43% 3
South London -3 2 £105,000 +144.19% 1
Data Visualisation
England

For the 6 months to 20 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 London region with a requirement for Data Visualisation.

1 799 (99.88%) Visualisation
2 422 (52.75%) SQL
3 387 (48.38%) Analytics
4 382 (47.75%) Business Intelligence
5 355 (44.38%) Tableau
6 230 (28.75%) SQL Server
7 229 (28.63%) Finance
8 213 (26.63%) Data Warehouse
9 210 (26.25%) Microsoft
10 202 (25.25%) Analytical Skills
11 197 (24.63%) Degree
12 191 (23.88%) Python
13 188 (23.50%) Agile Software Development
14 166 (20.75%) JavaScript
15 165 (20.63%) Power BI
16 164 (20.50%) ETL
17 155 (19.38%) Big Data
18 154 (19.25%) Computer Science
19 143 (17.88%) R
20 137 (17.13%) Data Modelling
21 133 (16.63%) QlikView
21 133 (16.63%) Machine Learning
22 130 (16.25%) HTML
23 127 (15.88%) Data Analytics
24 126 (15.75%) Marketing
25 122 (15.25%) Mathematics
25 122 (15.25%) Microsoft Azure
26 116 (14.50%) CSS
27 115 (14.38%) Oracle
27 115 (14.38%) SQL Server Integration Services

Data Visualisation
Co-occurring IT Skills in London 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 77 (9.63%) Apache Spark
2 74 (9.25%) SAS
3 20 (2.50%) Apache
4 17 (2.13%) Confluence
5 14 (1.75%) CMS
6 9 (1.13%) Elasticsearch
7 7 (0.88%) Apache Pig
7 7 (0.88%) IIS
8 5 (0.63%) SharePoint
9 4 (0.50%) BizTalk Server
10 3 (0.38%) WordPress
11 2 (0.25%) Apache Solr
11 2 (0.25%) Smallworld
12 1 (0.13%) Apache Airflow
12 1 (0.13%) ArcGIS
12 1 (0.13%) ArcSDE
12 1 (0.13%) IPython
12 1 (0.13%) Jupyter
12 1 (0.13%) MS Project Server
12 1 (0.13%) nginx
Applications
1 95 (11.88%) Microsoft Excel
2 37 (4.63%) SPSS
3 25 (3.13%) Microsoft PowerPoint
4 21 (2.63%) Microsoft Office
5 16 (2.00%) Photoshop
6 11 (1.38%) Adobe Illustrator
7 7 (0.88%) Adobe Creative Suite
7 7 (0.88%) Chatbot
8 6 (0.75%) InVision
8 6 (0.75%) MS Visio
9 4 (0.50%) Adobe Premiere
9 4 (0.50%) InDesign
10 2 (0.25%) Adobe After Effects
10 2 (0.25%) Maya
10 2 (0.25%) Stata
11 1 (0.13%) AutoCAD
11 1 (0.13%) Microsoft Project
11 1 (0.13%) OmniGraffle
11 1 (0.13%) Weka
Business Applications
1 6 (0.75%) Revive Adserver
2 5 (0.63%) Actimize
2 5 (0.63%) Oracle AML
2 5 (0.63%) WebTrends
3 4 (0.50%) Adobe Campaign
4 3 (0.38%) Dynamics CRM
5 2 (0.25%) Cognos Business Intelligence
5 2 (0.25%) FastStats
5 2 (0.25%) SAP FSCM
5 2 (0.25%) SAP PM
6 1 (0.13%) Dynamics NAV
6 1 (0.13%) Raiser's Edge
6 1 (0.13%) Salesforce.com CRM
Cloud Services
1 122 (15.25%) Microsoft Azure
2 94 (11.75%) Amazon AWS
3 38 (4.75%) Google Analytics
4 33 (4.13%) Google Cloud Platform
5 30 (3.75%) Azure Machine Learning
6 29 (3.63%) SaaS
7 25 (3.13%) Azure Data Factory
8 18 (2.25%) Amazon EC2
9 15 (1.88%) Adobe Analytics
10 14 (1.75%) GitHub
11 12 (1.50%) Virtual Private Cloud
12 9 (1.13%) PaaS
13 7 (0.88%) Amazon Kinesis
13 7 (0.88%) IaaS
14 6 (0.75%) Amazon S3
15 5 (0.63%) Google Tag Manager
16 4 (0.50%) Cloud Computing
17 3 (0.38%) Adobe Creative Cloud
18 2 (0.25%) Amazon EMR
18 2 (0.25%) Amazon SQS
Communications & Networking
1 22 (2.75%) Network Security
2 5 (0.63%) Internet
2 5 (0.63%) SSL
3 3 (0.38%) Broadband
4 1 (0.13%) Cisco ASA
4 1 (0.13%) DNS
4 1 (0.13%) HTTP
4 1 (0.13%) Kerberos
Database & Business Intelligence
1 230 (28.75%) SQL Server
2 213 (26.63%) Data Warehouse
3 165 (20.63%) Power BI
4 155 (19.38%) Big Data
5 133 (16.63%) QlikView
6 115 (14.38%) SQL Server Integration Services
6 115 (14.38%) SQL Server Reporting Services
7 112 (14.00%) NoSQL
8 93 (11.63%) SQL Server Analysis Services
9 79 (9.88%) MongoDB
10 74 (9.25%) Hadoop
11 48 (6.00%) Data Mining
12 36 (4.50%) Amazon Redshift
13 35 (4.38%) SQL Server 2016
14 34 (4.25%) Relational Database
15 33 (4.13%) Apache Hive
15 33 (4.13%) OLAP
16 32 (4.00%) Azure SQL Data Warehouse
17 31 (3.88%) Spotfire
17 31 (3.88%) SQL Server 2012
Development Applications
1 30 (3.75%) Team Foundation Server
2 29 (3.63%) Talend Open Studio
3 26 (3.25%) Git (software)
4 25 (3.13%) JIRA
5 19 (2.38%) Jenkins
6 16 (2.00%) Visual Studio
7 13 (1.63%) Mocha
8 12 (1.50%) Vagrant
9 9 (1.13%) Jasmine
10 8 (1.00%) webpack
11 7 (0.88%) gulp
12 5 (0.63%) Grunt
13 4 (0.50%) Axure RP
13 4 (0.50%) Balsamiq Mockups
13 4 (0.50%) PowerDesigner
13 4 (0.50%) Selenium
14 3 (0.38%) Sinon.JS
15 2 (0.25%) Babel
15 2 (0.25%) Codeship
15 2 (0.25%) Karma Test Runner
General
1 229 (28.63%) Finance
2 126 (15.75%) Marketing
3 94 (11.75%) Banking
4 42 (5.25%) Retail
5 33 (4.13%) Telecoms
6 23 (2.88%) Private Banking
7 22 (2.75%) Publishing
8 19 (2.38%) Advertising
9 15 (1.88%) Games
10 14 (1.75%) Front Office
11 13 (1.63%) Pharmaceutical
12 11 (1.38%) Automotive
13 9 (1.13%) Retail Banking
14 7 (0.88%) Back Office
14 7 (0.88%) Electronics
14 7 (0.88%) Manufacturing
15 5 (0.63%) Investment Banking
15 5 (0.63%) Legal
16 4 (0.50%) Billing
16 4 (0.50%) Local Government
Job Titles
1 228 (28.50%) Developer
2 191 (23.88%) Analyst
3 85 (10.63%) Consultant
4 75 (9.38%) Business Intelligence Developer
5 73 (9.13%) Data Analyst
6 62 (7.75%) Business Intelligence Analyst
7 58 (7.25%) Business Intelligence Consultant
8 48 (6.00%) Data Scientist
9 44 (5.50%) JavaScript Developer
10 43 (5.38%) Architect
11 37 (4.63%) C# Developer
12 35 (4.38%) .NET Developer
12 35 (4.38%) Senior Developer
13 34 (4.25%) Full Stack Developer
13 34 (4.25%) SQL Analyst
14 33 (4.13%) C# .NET Developer
15 30 (3.75%) Analytics Consultant
15 30 (3.75%) Data Architect
16 28 (3.50%) Analytics Manager
16 28 (3.50%) Business Analyst
Libraries, Frameworks & Software Standards
1 130 (16.25%) HTML
2 116 (14.50%) CSS
3 76 (9.50%) AngularJS
4 73 (9.13%) React
5 69 (8.63%) .NET
6 57 (7.13%) HTML5
7 56 (7.00%) D3.js
8 48 (6.00%) Web Services
9 37 (4.63%) Twitter Bootstrap
10 36 (4.50%) KnockoutJS
10 36 (4.50%) RESTful
11 30 (3.75%) ASP.NET Web API
11 30 (3.75%) Kendo UI
11 30 (3.75%) WCF
12 28 (3.50%) CSS3
12 28 (3.50%) jQuery
13 26 (3.25%) Node.js
14 25 (3.13%) MDX
15 24 (3.00%) ASP.NET
16 21 (2.63%) Natural Language Processing
Miscellaneous
1 202 (25.25%) Analytical Skills
2 154 (19.25%) Computer Science
3 52 (6.50%) Management Information System
4 50 (6.25%) User Experience
5 38 (4.75%) Algorithms
6 25 (3.13%) Fintech
7 19 (2.38%) Social Media
8 14 (1.75%) Data Centre
9 13 (1.63%) Data Structures
9 13 (1.63%) Greenfield Project
10 12 (1.50%) Cyber Attack
10 12 (1.50%) Mobile App
11 11 (1.38%) Cyber Defence
11 11 (1.38%) FMCG
11 11 (1.38%) Reinsurance
11 11 (1.38%) Social Network
12 10 (1.25%) Credit Risk
13 9 (1.13%) Virtual Team
14 8 (1.00%) Animation
15 7 (0.88%) Life Science
Operating Systems
1 41 (5.13%) Linux
2 21 (2.63%) Android
3 20 (2.50%) Apple iOS
4 18 (2.25%) Windows
5 11 (1.38%) Unix
6 2 (0.25%) Mac OS X
6 2 (0.25%) Ubuntu
6 2 (0.25%) Windows Server
7 1 (0.13%) Windows 10
7 1 (0.13%) Windows Server 2008
7 1 (0.13%) Windows Server 2012
Processes & Methodologies
1 799 (99.88%) Visualisation
2 387 (48.38%) Analytics
3 382 (47.75%) Business Intelligence
4 188 (23.50%) Agile Software Development
5 164 (20.50%) ETL
6 137 (17.13%) Data Modelling
7 133 (16.63%) Machine Learning
8 127 (15.88%) Data Analytics
9 122 (15.25%) Mathematics
10 113 (14.13%) Data Analysis
11 108 (13.50%) Statistics
12 81 (10.13%) Data Management
13 77 (9.63%) Scrum
14 75 (9.38%) Stakeholder Management
15 72 (9.00%) Business Analytics
16 66 (8.25%) Project Management
17 56 (7.00%) Business Analysis
18 50 (6.25%) Predictive Analytics
19 48 (6.00%) Actionable Insight
20 42 (5.25%) Unit Testing
Programming Languages
1 422 (52.75%) SQL
2 191 (23.88%) Python
3 166 (20.75%) JavaScript
4 143 (17.88%) R
5 90 (11.25%) Java
6 61 (7.63%) C#
7 60 (7.50%) T-SQL
8 41 (5.13%) Scala
9 31 (3.88%) PHP
10 26 (3.25%) Ruby
11 24 (3.00%) VBA
12 17 (2.13%) VB
13 15 (1.88%) ES6
14 14 (1.75%) C++
15 10 (1.25%) PL/SQL
15 10 (1.25%) TypeScript
16 7 (0.88%) C
16 7 (0.88%) MATLAB
17 5 (0.63%) Data Analysis Expressions (DAX)
18 4 (0.50%) Haskell
Qualifications
1 197 (24.63%) Degree
2 29 (3.63%) Numerate Degree
3 21 (2.63%) Computer Science Degree
4 12 (1.50%) CREST Certified
4 12 (1.50%) GCIH
4 12 (1.50%) GIAC
4 12 (1.50%) Master's Degree
5 8 (1.00%) PhD
6 6 (0.75%) MBA
6 6 (0.75%) Postgraduate
6 6 (0.75%) PRINCE2 Practitioner
7 4 (0.50%) Security Cleared
8 3 (0.38%) CISSP
8 3 (0.38%) ISSAP
8 3 (0.38%) PMI Certification
8 3 (0.38%) SC Cleared
9 2 (0.25%) CISA
9 2 (0.25%) Microsoft Certification
10 1 (0.13%) CFA
10 1 (0.13%) CIMA
Quality Assurance & Compliance
1 59 (7.38%) Data Quality
2 16 (2.00%) GCP
3 15 (1.88%) GDPR
4 12 (1.50%) QA
5 9 (1.13%) ISO/IEC 27001
6 8 (1.00%) CRD IV
6 8 (1.00%) EMIR
6 8 (1.00%) MiFID
7 6 (0.75%) SLA
8 5 (0.63%) Actionable Recommendations
9 2 (0.25%) PMO
9 2 (0.25%) PSD2
10 1 (0.13%) ISO 14001
10 1 (0.13%) PCI DSS
10 1 (0.13%) WCAG
System Software
1 13 (1.63%) Docker
2 6 (0.75%) Apache Flume
2 6 (0.75%) HDFS
3 3 (0.38%) Apache ZooKeeper
4 2 (0.25%) Shibboleth
5 1 (0.13%) Active Directory
5 1 (0.13%) GridGain
5 1 (0.13%) Hyper-V
5 1 (0.13%) VMware Infrastructure
Systems Management
1 14 (1.75%) Terraform
2 12 (1.50%) Kibana
2 12 (1.50%) Nagios
2 12 (1.50%) Puppet
2 12 (1.50%) ZABBIX
3 4 (0.50%) Hadoop YARN
4 3 (0.38%) Oozie
5 2 (0.25%) Kubernetes
5 2 (0.25%) Rundeck
6 1 (0.13%) Ansible
6 1 (0.13%) Mesos
6 1 (0.13%) Piwik
6 1 (0.13%) SCCM
6 1 (0.13%) SCOM
6 1 (0.13%) Systems Management Server (SMS)
6 1 (0.13%) WSUS
Vendors
1 355 (44.38%) Tableau
2 210 (26.25%) Microsoft
3 115 (14.38%) Oracle
4 78 (9.75%) Google
5 46 (5.75%) SAP
6 45 (5.63%) Alteryx
7 40 (5.00%) Adobe
8 29 (3.63%) Talend
9 25 (3.13%) Teradata
10 20 (2.50%) MicroStrategy
11 17 (2.13%) Atlassian
11 17 (2.13%) Cloudera
12 16 (2.00%) Salesforce.com
12 16 (2.00%) Vertica
13 15 (1.88%) Twitter
14 14 (1.75%) IBM
15 13 (1.63%) Informatica
16 10 (1.25%) Hortonworks
17 9 (1.13%) Facebook
17 9 (1.13%) Pega