Period
to 24 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 305 351 359
Rank change year-on-year +46 +8 +78
Permanent jobs citing Data Visualisation 792 678 805
As % of all permanent IT jobs advertised in London 1.06% 0.89% 0.90%
As % of the Processes & Methodologies category 1.15% 0.99% 1.01%
Number of salaries quoted 680 535 665
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 £95,000 £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 68735 68760 79859
As % of all permanent IT jobs advertised in London 91.61% 90.69% 89.57%
Number of salaries quoted 52944 59134 67322
London median annual salary £60,000 £58,500 £55,000
Median salary % change year-on-year +2.56% +6.36% -
10th Percentile £35,000 £33,750 £33,173
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 24 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 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
Central London +15 136 £65,000 +8.33% 15
West London +42 42 £40,000 -21.95% 4
East London +1 11 £37,500 -46.43% 1
South London -4 2 £105,000 +144.19% 2
Data Visualisation
England

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 London region with a requirement for Data Visualisation.

1 791 (99.87%) Visualisation
2 425 (53.66%) SQL
3 391 (49.37%) Analytics
4 376 (47.47%) Business Intelligence
5 356 (44.95%) Tableau
6 228 (28.79%) SQL Server
7 223 (28.16%) Finance
8 216 (27.27%) Data Warehouse
9 206 (26.01%) Microsoft
10 199 (25.13%) Python
11 198 (25.00%) Degree
11 198 (25.00%) Analytical Skills
12 184 (23.23%) Agile Software Development
13 166 (20.96%) Power BI
14 164 (20.71%) ETL
15 163 (20.58%) Big Data
16 161 (20.33%) JavaScript
17 155 (19.57%) Computer Science
18 148 (18.69%) R
19 137 (17.30%) Data Modelling
20 136 (17.17%) Machine Learning
21 134 (16.92%) QlikView
22 126 (15.91%) HTML
23 125 (15.78%) Data Analytics
24 123 (15.53%) Mathematics
25 122 (15.40%) Marketing
26 119 (15.03%) Microsoft Azure
27 116 (14.65%) SQL Server Reporting Services
28 115 (14.52%) Oracle
29 114 (14.39%) Data Analysis

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 85 (10.73%) Apache Spark
2 79 (9.97%) SAS
3 22 (2.78%) Apache
4 16 (2.02%) Confluence
5 14 (1.77%) CMS
6 9 (1.14%) Elasticsearch
7 8 (1.01%) Apache Pig
8 7 (0.88%) IIS
9 5 (0.63%) SharePoint
10 4 (0.51%) BizTalk Server
11 3 (0.38%) WordPress
12 2 (0.25%) Apache Solr
12 2 (0.25%) Smallworld
13 1 (0.13%) Apache Airflow
13 1 (0.13%) ArcGIS
13 1 (0.13%) ArcSDE
13 1 (0.13%) IPython
13 1 (0.13%) Jupyter
13 1 (0.13%) MS Project Server
13 1 (0.13%) nginx
Applications
1 93 (11.74%) Microsoft Excel
2 40 (5.05%) SPSS
3 25 (3.16%) Microsoft PowerPoint
4 21 (2.65%) Microsoft Office
5 16 (2.02%) Photoshop
6 11 (1.39%) Adobe Illustrator
7 7 (0.88%) Chatbot
8 6 (0.76%) Adobe Creative Suite
8 6 (0.76%) InVision
8 6 (0.76%) MS Visio
9 4 (0.51%) Adobe Premiere
9 4 (0.51%) InDesign
10 2 (0.25%) Adobe After Effects
10 2 (0.25%) Maya
10 2 (0.25%) Stata
10 2 (0.25%) Weka
11 1 (0.13%) AutoCAD
11 1 (0.13%) Microsoft Project
11 1 (0.13%) OmniGraffle
Business Applications
1 6 (0.76%) Revive Adserver
2 5 (0.63%) Actimize
2 5 (0.63%) Oracle AML
2 5 (0.63%) WebTrends
3 4 (0.51%) Adobe Campaign
3 4 (0.51%) Dynamics CRM
4 2 (0.25%) Cognos Business Intelligence
4 2 (0.25%) SAP FSCM
4 2 (0.25%) SAP PM
5 1 (0.13%) Dynamics NAV
5 1 (0.13%) Raiser's Edge
5 1 (0.13%) Salesforce.com CRM
Cloud Services
1 119 (15.03%) Microsoft Azure
2 90 (11.36%) Amazon AWS
3 37 (4.67%) Google Analytics
4 34 (4.29%) Google Cloud Platform
5 30 (3.79%) Azure Machine Learning
6 29 (3.66%) SaaS
7 25 (3.16%) Azure Data Factory
8 14 (1.77%) Adobe Analytics
8 14 (1.77%) Amazon EC2
8 14 (1.77%) GitHub
9 12 (1.52%) Virtual Private Cloud
10 10 (1.26%) PaaS
11 8 (1.01%) Amazon Kinesis
12 7 (0.88%) IaaS
13 5 (0.63%) Cloud Computing
13 5 (0.63%) Google Tag Manager
14 3 (0.38%) Adobe Creative Cloud
14 3 (0.38%) Salesforce Sales Cloud
15 2 (0.25%) Amazon EMR
15 2 (0.25%) Amazon S3
Communications & Networking
1 20 (2.53%) Network Security
2 7 (0.88%) SSL
3 5 (0.63%) Internet
4 3 (0.38%) Broadband
5 1 (0.13%) Cisco ASA
5 1 (0.13%) DNS
5 1 (0.13%) Kerberos
Database & Business Intelligence
1 228 (28.79%) SQL Server
2 216 (27.27%) Data Warehouse
3 166 (20.96%) Power BI
4 163 (20.58%) Big Data
5 134 (16.92%) QlikView
6 116 (14.65%) SQL Server Reporting Services
7 114 (14.39%) NoSQL
7 114 (14.39%) SQL Server Integration Services
8 92 (11.62%) SQL Server Analysis Services
9 81 (10.23%) Hadoop
10 79 (9.97%) MongoDB
11 53 (6.69%) Data Mining
12 35 (4.42%) Amazon Redshift
12 35 (4.42%) OLAP
12 35 (4.42%) SQL Server 2016
13 33 (4.17%) Apache Hive
13 33 (4.17%) MySQL
13 33 (4.17%) Relational Database
14 32 (4.04%) Azure SQL Data Warehouse
14 32 (4.04%) Spotfire
Development Applications
1 31 (3.91%) Talend Open Studio
2 28 (3.54%) Team Foundation Server
3 26 (3.28%) Git (software)
4 24 (3.03%) JIRA
5 22 (2.78%) Jenkins
6 15 (1.89%) Visual Studio
7 13 (1.64%) Mocha
8 12 (1.52%) Vagrant
9 9 (1.14%) Jasmine
10 7 (0.88%) webpack
11 6 (0.76%) gulp
12 4 (0.51%) Axure RP
12 4 (0.51%) Balsamiq Mockups
12 4 (0.51%) Grunt
12 4 (0.51%) PowerDesigner
12 4 (0.51%) Selenium
13 3 (0.38%) Sinon.JS
13 3 (0.38%) Subversion
14 2 (0.25%) Babel
14 2 (0.25%) Karma Test Runner
General
1 223 (28.16%) Finance
2 122 (15.40%) Marketing
3 90 (11.36%) Banking
4 37 (4.67%) Retail
5 32 (4.04%) Telecoms
6 23 (2.90%) Advertising
6 23 (2.90%) Private Banking
7 21 (2.65%) Publishing
8 15 (1.89%) Games
9 14 (1.77%) Front Office
10 10 (1.26%) Pharmaceutical
11 9 (1.14%) Automotive
12 8 (1.01%) Retail Banking
13 7 (0.88%) Electronics
13 7 (0.88%) Manufacturing
14 6 (0.76%) Back Office
15 5 (0.63%) Investment Banking
15 5 (0.63%) Legal
16 4 (0.51%) Billing
16 4 (0.51%) Local Government
Job Titles
1 226 (28.54%) Developer
2 186 (23.48%) Analyst
3 83 (10.48%) Consultant
4 74 (9.34%) Business Intelligence Developer
5 71 (8.96%) Data Analyst
6 62 (7.83%) Business Intelligence Analyst
7 56 (7.07%) Business Intelligence Consultant
8 53 (6.69%) Data Scientist
9 47 (5.93%) Architect
10 41 (5.18%) JavaScript Developer
11 34 (4.29%) C# Developer
11 34 (4.29%) Senior Developer
11 34 (4.29%) SQL Analyst
12 33 (4.17%) .NET Developer
12 33 (4.17%) Full Stack Developer
13 32 (4.04%) Data Architect
14 30 (3.79%) C# .NET Developer
15 29 (3.66%) Analytics Consultant
16 27 (3.41%) Analytics Manager
16 27 (3.41%) Business Analyst
Libraries, Frameworks & Software Standards
1 126 (15.91%) HTML
2 111 (14.02%) CSS
3 72 (9.09%) AngularJS
4 70 (8.84%) React
5 69 (8.71%) .NET
6 57 (7.20%) D3.js
7 56 (7.07%) HTML5
8 49 (6.19%) Web Services
9 34 (4.29%) Twitter Bootstrap
10 33 (4.17%) RESTful
11 32 (4.04%) KnockoutJS
12 29 (3.66%) jQuery
13 27 (3.41%) ASP.NET Web API
13 27 (3.41%) Kendo UI
13 27 (3.41%) WCF
14 26 (3.28%) CSS3
15 25 (3.16%) ASP.NET
15 25 (3.16%) MDX
15 25 (3.16%) Node.js
16 24 (3.03%) Natural Language Processing
Miscellaneous
1 198 (25.00%) Analytical Skills
2 155 (19.57%) Computer Science
3 50 (6.31%) Management Information System
4 47 (5.93%) User Experience
5 42 (5.30%) Algorithms
6 24 (3.03%) Fintech
7 18 (2.27%) Social Media
8 17 (2.15%) Analytical Mindset
9 16 (2.02%) Data Centre
10 15 (1.89%) Mobile App
11 14 (1.77%) Data Structures
12 12 (1.52%) Cyber Attack
12 12 (1.52%) Greenfield Project
12 12 (1.52%) Social Network
13 11 (1.39%) FMCG
13 11 (1.39%) Reinsurance
14 9 (1.14%) Credit Risk
14 9 (1.14%) Virtual Team
15 8 (1.01%) Animation
15 8 (1.01%) Cyber Defence
Operating Systems
1 40 (5.05%) Linux
2 21 (2.65%) Android
3 20 (2.53%) Apple iOS
4 17 (2.15%) Windows
5 11 (1.39%) 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
1 791 (99.87%) Visualisation
2 391 (49.37%) Analytics
3 376 (47.47%) Business Intelligence
4 184 (23.23%) Agile Software Development
5 164 (20.71%) ETL
6 137 (17.30%) Data Modelling
7 136 (17.17%) Machine Learning
8 125 (15.78%) Data Analytics
9 123 (15.53%) Mathematics
10 114 (14.39%) Data Analysis
11 113 (14.27%) Statistics
12 84 (10.61%) Data Management
13 74 (9.34%) Scrum
14 72 (9.09%) Stakeholder Management
15 71 (8.96%) Business Analytics
16 66 (8.33%) Project Management
17 54 (6.82%) Business Analysis
18 53 (6.69%) Predictive Analytics
19 47 (5.93%) Actionable Insight
20 44 (5.56%) Open Source
Programming Languages
1 425 (53.66%) SQL
2 199 (25.13%) Python
3 161 (20.33%) JavaScript
4 148 (18.69%) R
5 95 (11.99%) Java
6 60 (7.58%) T-SQL
7 59 (7.45%) C#
8 43 (5.43%) Scala
9 33 (4.17%) PHP
10 26 (3.28%) Ruby
11 23 (2.90%) VBA
12 16 (2.02%) VB
13 14 (1.77%) C++
13 14 (1.77%) ES6
14 11 (1.39%) PL/SQL
15 10 (1.26%) TypeScript
16 7 (0.88%) C
16 7 (0.88%) MATLAB
17 6 (0.76%) Data Analysis Expressions (DAX)
18 4 (0.51%) Bash Shell
Qualifications
1 198 (25.00%) Degree
2 32 (4.04%) Numerate Degree
3 21 (2.65%) Computer Science Degree
4 12 (1.52%) CREST Certified
4 12 (1.52%) GCIH
4 12 (1.52%) GIAC
4 12 (1.52%) Master's Degree
5 10 (1.26%) PhD
6 6 (0.76%) MBA
6 6 (0.76%) Postgraduate
6 6 (0.76%) PRINCE2 Practitioner
7 4 (0.51%) Security Cleared
8 3 (0.38%) PMI Certification
8 3 (0.38%) SC Cleared
9 2 (0.25%) CISA
9 2 (0.25%) CISSP
9 2 (0.25%) ISSAP
9 2 (0.25%) Microsoft Certification
10 1 (0.13%) CFA
10 1 (0.13%) CIMA
Quality Assurance & Compliance
1 59 (7.45%) Data Quality
2 16 (2.02%) GCP
2 16 (2.02%) GDPR
3 14 (1.77%) QA
4 8 (1.01%) CRD IV
4 8 (1.01%) EMIR
4 8 (1.01%) ISO/IEC 27001
4 8 (1.01%) MiFID
5 6 (0.76%) SLA
6 5 (0.63%) Actionable Recommendations
7 2 (0.25%) PMO
7 2 (0.25%) PSD2
8 1 (0.13%) ISO 14001
8 1 (0.13%) PCI DSS
8 1 (0.13%) WCAG
System Software
1 11 (1.39%) Docker
2 6 (0.76%) Apache Flume
2 6 (0.76%) HDFS
3 3 (0.38%) Apache ZooKeeper
4 1 (0.13%) Active Directory
4 1 (0.13%) GridGain
4 1 (0.13%) Hyper-V
4 1 (0.13%) Shibboleth
4 1 (0.13%) VMware Infrastructure
Systems Management
1 13 (1.64%) Terraform
2 12 (1.52%) Kibana
2 12 (1.52%) Nagios
2 12 (1.52%) Puppet
2 12 (1.52%) ZABBIX
3 4 (0.51%) Hadoop YARN
4 3 (0.38%) Oozie
4 3 (0.38%) Rundeck
5 2 (0.25%) Kubernetes
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
1 356 (44.95%) Tableau
2 206 (26.01%) Microsoft
3 115 (14.52%) Oracle
4 77 (9.72%) Google
5 43 (5.43%) Alteryx
5 43 (5.43%) SAP
6 38 (4.80%) Adobe
7 31 (3.91%) Talend
8 26 (3.28%) Teradata
9 20 (2.53%) MicroStrategy
10 19 (2.40%) Cloudera
11 18 (2.27%) Salesforce.com
12 17 (2.15%) Atlassian
13 16 (2.02%) IBM
13 16 (2.02%) Vertica
14 15 (1.89%) Informatica
14 15 (1.89%) Twitter
15 10 (1.26%) Hortonworks
16 9 (1.14%) Facebook
16 9 (1.14%) Pega