Period
to 17 October 2018

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 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 299 302 353
Rank change year-on-year +3 +51 +17
Permanent jobs citing Data Visualisation 761 847 687
As % of all permanent IT jobs advertised in London 1.12% 1.14% 0.89%
As % of the Processes & Methodologies category 1.22% 1.23% 0.97%
Number of salaries quoted 575 724 551
London median annual salary £60,000 £60,000 £60,000
10th Percentile £40,000 £36,250 £40,000
90th Percentile £97,500 £90,000 £101,250
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +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 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 62,234 69,113 71,123
As % of all permanent IT jobs advertised in London 91.68% 92.81% 91.99%
Number of salaries quoted 49,995 52,921 61,417
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £95,000 £90,000 £87,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 17 October 2018.

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 17 October 2018. 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 -57 122 £57,500 -11.54% 25
East London +13 32 £95,000 +153.33% 6
South London +18 20 £60,000 -42.86% 4
West London -15 11 £45,000 +12.50% 19
North London - 2 £47,500 - 1
Data Visualisation
England

For the 6 months to 17 October 2018, IT jobs citing Data Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Data Visualisation.

1 761 (100.00%) Visualisation
2 356 (46.78%) SQL
3 347 (45.60%) Business Intelligence
4 328 (43.10%) Analytics
5 310 (40.74%) Tableau
6 230 (30.22%) Finance
7 226 (29.70%) Python
8 217 (28.52%) Power BI
9 186 (24.44%) Analytical Skills
10 183 (24.05%) Degree
11 181 (23.78%) Agile Software Development
12 170 (22.34%) Data Science
13 155 (20.37%) JavaScript
14 153 (20.11%) Machine Learning
15 150 (19.71%) SQL Server
16 140 (18.40%) ETL
17 135 (17.74%) Data Warehouse
18 130 (17.08%) R
19 126 (16.56%) Microsoft
20 121 (15.90%) QlikView
21 114 (14.98%) Hadoop
22 113 (14.85%) Big Data
23 111 (14.59%) Data Analysis
24 105 (13.80%) SQL Server Integration Services
25 103 (13.53%) HTML
26 102 (13.40%) Data Analytics
27 99 (13.01%) CSS
28 98 (12.88%) User Experience
29 97 (12.75%) SQL Server Reporting Services
30 96 (12.61%) Microsoft Azure

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 (10.12%) Apache Spark
2 51 (6.70%) SAS
3 26 (3.42%) Apache
4 21 (2.76%) Elasticsearch
5 20 (2.63%) CMS
6 19 (2.50%) Marvel
6 19 (2.50%) WordPress
7 12 (1.58%) SharePoint
8 10 (1.31%) Confluence
9 8 (1.05%) EPiServer
9 8 (1.05%) Umbraco
10 7 (0.92%) Apache Pig
11 6 (0.79%) Apache Solr
11 6 (0.79%) IIS
12 4 (0.53%) Alfresco
12 4 (0.53%) Jupyter
12 4 (0.53%) Oracle SOA Suite
13 3 (0.39%) Apache Airflow
14 2 (0.26%) ArcGIS
15 1 (0.13%) IBM HTTP Server
Applications
1 82 (10.78%) Microsoft Excel
2 27 (3.55%) SPSS
3 22 (2.89%) InVision
4 18 (2.37%) Adobe Creative Suite
5 16 (2.10%) Microsoft PowerPoint
6 13 (1.71%) Microsoft Office
7 9 (1.18%) Photoshop
8 8 (1.05%) Adobe Illustrator
9 7 (0.92%) Adobe After Effects
10 5 (0.66%) Flinto
10 5 (0.66%) Stata
11 4 (0.53%) MS Visio
12 2 (0.26%) OmniGraffle
13 1 (0.13%) CPLEX
13 1 (0.13%) GIMP
13 1 (0.13%) Microsoft Project
13 1 (0.13%) Mingle
13 1 (0.13%) Spreadsheet
13 1 (0.13%) Weka
Business Applications
1 10 (1.31%) Abakus
2 7 (0.92%) Cognos Business Intelligence
3 4 (0.53%) SAP Hybris
4 2 (0.26%) Actimize
4 2 (0.26%) Raiser's Edge
4 2 (0.26%) Salesforce.com CRM
4 2 (0.26%) SAP BPC
5 1 (0.13%) Cognos TM1
5 1 (0.13%) Dynamics CRM
5 1 (0.13%) Markit EDM
5 1 (0.13%) NetSuite
5 1 (0.13%) Oracle Financials
5 1 (0.13%) SAP GRC
5 1 (0.13%) SAP Oil and Gas
Cloud Services
1 96 (12.61%) Microsoft Azure
2 57 (7.49%) Amazon AWS
3 39 (5.12%) Google Analytics
4 19 (2.50%) PaaS
4 19 (2.50%) SaaS
5 17 (2.23%) IaaS
6 16 (2.10%) Azure Data Factory
7 15 (1.97%) Adobe Analytics
7 15 (1.97%) npm
8 14 (1.84%) Cloud Computing
9 12 (1.58%) Google Cloud Platform
10 11 (1.45%) Data Lake Analytics
11 10 (1.31%) Google Attribution 360
12 9 (1.18%) GitHub
13 8 (1.05%) Office 365
14 7 (0.92%) Heroku
15 6 (0.79%) Amazon EC2
15 6 (0.79%) Amazon S3
15 6 (0.79%) AWS Lambda
16 5 (0.66%) Google Tag Manager
Communications & Networking
1 7 (0.92%) SSL
2 4 (0.53%) DNS
2 4 (0.53%) Firewall
2 4 (0.53%) HTTP
2 4 (0.53%) HTTPS
2 4 (0.53%) iBeacon
2 4 (0.53%) LAN
2 4 (0.53%) TCP/IP
2 4 (0.53%) WAN
2 4 (0.53%) Wireless
3 1 (0.13%) Internet
3 1 (0.13%) IPsec
3 1 (0.13%) Network Security
3 1 (0.13%) SMS
Database & Business Intelligence
1 217 (28.52%) Power BI
2 150 (19.71%) SQL Server
3 135 (17.74%) Data Warehouse
4 121 (15.90%) QlikView
5 114 (14.98%) Hadoop
6 113 (14.85%) Big Data
7 105 (13.80%) SQL Server Integration Services
8 97 (12.75%) SQL Server Reporting Services
9 88 (11.56%) SQL Server Analysis Services
10 50 (6.57%) MySQL
11 48 (6.31%) NoSQL
12 46 (6.04%) Apache Hive
13 44 (5.78%) Relational Database
14 40 (5.26%) Data Lake
15 35 (4.60%) MongoDB
16 34 (4.47%) BusinessObjects
16 34 (4.47%) HBase
17 33 (4.34%) PostgreSQL
18 29 (3.81%) Data Mining
18 29 (3.81%) Text Mining
Development Applications
1 68 (8.94%) Git (software)
2 31 (4.07%) Visual Studio Team System
3 30 (3.94%) Jenkins
4 27 (3.55%) JIRA
5 16 (2.10%) webpack
6 15 (1.97%) Gradle
6 15 (1.97%) Visual Studio
7 13 (1.71%) Cucumber
7 13 (1.71%) Jasmine
7 13 (1.71%) Karma Test Runner
8 11 (1.45%) Axure RP
8 11 (1.45%) Team Foundation Server
9 10 (1.31%) Grunt
9 10 (1.31%) Selenium
9 10 (1.31%) TeamCity
10 9 (1.18%) gulp
11 8 (1.05%) Maven
12 7 (0.92%) CasperJS
12 7 (0.92%) Octopus Deploy
12 7 (0.92%) PhantomJS
General
1 230 (30.22%) Finance
2 58 (7.62%) Marketing
3 54 (7.10%) Banking
4 42 (5.52%) Retail
5 35 (4.60%) Advertising
6 31 (4.07%) Investment Banking
7 21 (2.76%) Back Office
8 19 (2.50%) Financial Institution
9 16 (2.10%) Telecoms
10 12 (1.58%) Games
11 11 (1.45%) Manufacturing
12 9 (1.18%) Electronics
12 9 (1.18%) Legal
13 6 (0.79%) Front Office
13 6 (0.79%) Law
13 6 (0.79%) Publishing
14 4 (0.53%) Aerospace
14 4 (0.53%) Retail Banking
15 3 (0.39%) Automotive
15 3 (0.39%) Pharmaceutical
Job Titles
1 215 (28.25%) Developer
2 169 (22.21%) Analyst
3 99 (13.01%) Consultant
4 88 (11.56%) Data Analyst
5 81 (10.64%) Data Scientist
6 65 (8.54%) Business Intelligence Developer
7 50 (6.57%) Data Consultant
8 47 (6.18%) SQL Developer
9 44 (5.78%) Front End Developer (Client-Side Developer)
9 44 (5.78%) JavaScript Developer
10 39 (5.12%) Architect
10 39 (5.12%) Designer
11 38 (4.99%) Data Engineer
11 38 (4.99%) Senior Analyst
11 38 (4.99%) Senior Developer
12 37 (4.86%) Senior Data Scientist
13 36 (4.73%) Business Intelligence Analyst
14 35 (4.60%) SQL BI Developer
15 33 (4.34%) SSIS Developer
16 32 (4.20%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 103 (13.53%) HTML
2 99 (13.01%) CSS
3 85 (11.17%) AngularJS
4 60 (7.88%) D3.js
4 60 (7.88%) React
5 57 (7.49%) Natural Language Processing
6 55 (7.23%) .NET
7 51 (6.70%) HTML5
8 37 (4.86%) Sass
9 35 (4.60%) jQuery
9 35 (4.60%) Node.js
10 32 (4.20%) TensorFlow
11 30 (3.94%) Pandas
11 30 (3.94%) Redux
12 29 (3.81%) MDX
13 27 (3.55%) NumPy
14 25 (3.29%) ASP.NET
14 25 (3.29%) scikit-learn
15 24 (3.15%) MLlib
15 24 (3.15%) SVG
Miscellaneous
1 186 (24.44%) Analytical Skills
2 98 (12.88%) User Experience
3 85 (11.17%) Computer Science
4 44 (5.78%) Mobile App
5 41 (5.39%) Algorithms
6 36 (4.73%) Fintech
7 31 (4.07%) Data Structures
8 28 (3.68%) Self-Motivation
9 20 (2.63%) Analytical Mindset
10 19 (2.50%) Management Information System
11 16 (2.10%) Greenfield Project
11 16 (2.10%) Social Media
12 13 (1.71%) Animation
13 12 (1.58%) Credit Risk
13 12 (1.58%) Hedge funds
13 12 (1.58%) Reinsurance
14 10 (1.31%) Digital Media
14 10 (1.31%) Virtual Team
15 8 (1.05%) Semantic Web
16 7 (0.92%) Linked Data
Operating Systems
1 31 (4.07%) Windows
2 25 (3.29%) Linux
3 23 (3.02%) Unix
4 13 (1.71%) Windows 10
5 8 (1.05%) Mac OS X
6 6 (0.79%) Android
6 6 (0.79%) Apple iOS
7 1 (0.13%) AIX
7 1 (0.13%) Red Hat Enterprise Linux
7 1 (0.13%) Windows Server
Processes & Methodologies
1 761 (100.00%) Visualisation
2 347 (45.60%) Business Intelligence
3 328 (43.10%) Analytics
4 181 (23.78%) Agile Software Development
5 170 (22.34%) Data Science
6 153 (20.11%) Machine Learning
7 140 (18.40%) ETL
8 111 (14.59%) Data Analysis
9 102 (13.40%) Data Analytics
10 90 (11.83%) Data Modelling
11 89 (11.70%) Mathematics
12 84 (11.04%) Statistics
13 82 (10.78%) Front End Development
14 75 (9.86%) Problem-Solving
15 66 (8.67%) Scrum
16 60 (7.88%) Decision-Making
17 58 (7.62%) Data Management
18 57 (7.49%) Project Management
19 54 (7.10%) Stakeholder Management
20 46 (6.04%) Software Engineering
Programming Languages
1 356 (46.78%) SQL
2 226 (29.70%) Python
3 155 (20.37%) JavaScript
4 130 (17.08%) R
5 82 (10.78%) Java
6 54 (7.10%) C#
6 54 (7.10%) T-SQL
7 38 (4.99%) Data Analysis Expressions (DAX)
8 36 (4.73%) PHP
9 32 (4.20%) Scala
10 27 (3.55%) TypeScript
11 23 (3.02%) Ruby
12 22 (2.89%) C
13 19 (2.50%) VBA
14 18 (2.37%) Go
15 17 (2.23%) C++
15 17 (2.23%) PowerShell
15 17 (2.23%) VB
16 12 (1.58%) ES6
17 7 (0.92%) MATLAB
Qualifications
1 183 (24.05%) Degree
2 26 (3.42%) Computer Science Degree
3 25 (3.29%) Numerate Degree
4 18 (2.37%) PhD
5 9 (1.18%) Security Cleared
6 8 (1.05%) Microsoft Certification
6 8 (1.05%) SC Cleared
7 6 (0.79%) DV Cleared
7 6 (0.79%) Master's Degree
8 3 (0.39%) DBS Check
8 3 (0.39%) Postgraduate
9 2 (0.26%) TOGAF Certification
10 1 (0.13%) CISA
10 1 (0.13%) ITIL Certification
10 1 (0.13%) Oracle Certification
Quality Assurance & Compliance
1 45 (5.91%) Data Quality
2 38 (4.99%) QA
3 25 (3.29%) GDPR
4 16 (2.10%) Solvency II
5 15 (1.97%) Dodd-Frank
5 15 (1.97%) IFRS
6 9 (1.18%) FATCA
6 9 (1.18%) IFRS 9
7 5 (0.66%) Actionable Recommendations
8 2 (0.26%) PMO
9 1 (0.13%) Section 508
System Software
1 30 (3.94%) HDFS
2 29 (3.81%) Docker
3 7 (0.92%) Apache Flume
Systems Management
1 8 (1.05%) Kibana
2 6 (0.79%) Kubernetes
3 4 (0.53%) Puppet
3 4 (0.53%) Terraform
4 3 (0.39%) Ambari
5 2 (0.26%) Oozie
6 1 (0.13%) Mesos
6 1 (0.13%) Rancher
6 1 (0.13%) ZABBIX
Vendors
1 310 (40.74%) Tableau
2 126 (16.56%) Microsoft
3 60 (7.88%) Oracle
4 55 (7.23%) Google
5 53 (6.96%) Adobe
6 39 (5.12%) SAP
7 29 (3.81%) Alteryx
8 19 (2.50%) Talend
9 18 (2.37%) Salesforce.com
10 17 (2.23%) Cognos
11 14 (1.84%) MicroStrategy
12 12 (1.58%) Cloudera
13 11 (1.45%) Informatica
13 11 (1.45%) Teradata
14 10 (1.31%) Convertro
14 10 (1.31%) DoubleClick
14 10 (1.31%) Visual IQ
15 9 (1.18%) MapR
15 9 (1.18%) Vertica
15 9 (1.18%) WorldPay