Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
Central London > City of London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 203 229 300
Rank change year-on-year +26 +71 +36
Permanent jobs citing Data Visualisation 118 122 108
As % of all permanent IT jobs advertised in the City of London 1.15% 1.05% 0.64%
As % of the Processes & Methodologies category 1.28% 1.17% 0.71%
Number of salaries quoted 108 119 83
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -8.00%
10th Percentile £35,875 £41,450 £35,500
90th Percentile £76,250 £95,000 £87,500
Central London median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -1.64%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9214 10414 15148
As % of all permanent IT jobs advertised in the City of London 90.12% 89.41% 89.15%
Number of salaries quoted 8320 9490 13129
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Visualisation
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Visualisation in the City of London

Data Visualisation
Salary Trend in the City of London

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

Salary trend for Data Visualisation in the City of London

Data Visualisation
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Visualisation in the City of London over the 6 months to 23 November 2017.

Salary histogram for Data Visualisation in the City of London

Data Visualisation
Job Locations in the City of 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 City of London region over the 6 months to 23 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 Bridge +13 2 - -
Data Visualisation
Central London

For the 6 months to 23 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 City of London region with a requirement for Data Visualisation.

1 118 (100.00%) Visualisation
2 69 (58.47%) Business Intelligence
3 57 (48.31%) Data Warehouse
4 55 (46.61%) SQL
5 50 (42.37%) Tableau
6 48 (40.68%) Python
7 43 (36.44%) Microsoft
7 43 (36.44%) Analytics
8 39 (33.05%) Finance
9 36 (30.51%) Analytical Skills
10 31 (26.27%) ETL
11 30 (25.42%) SQL Server
11 30 (25.42%) R
12 29 (24.58%) SQL Server Integration Services
13 26 (22.03%) SQL Server Reporting Services
14 25 (21.19%) Machine Learning
15 24 (20.34%) Agile Software Development
16 23 (19.49%) Power BI
17 22 (18.64%) Big Data
18 21 (17.80%) Data Analytics
18 21 (17.80%) Data Modelling
19 20 (16.95%) Business Analysis
19 20 (16.95%) Amazon AWS
20 19 (16.10%) SQL Server Analysis Services
20 19 (16.10%) Management Information System
21 18 (15.25%) Data Analysis
21 18 (15.25%) SAP
22 17 (14.41%) Marketing
22 17 (14.41%) Microsoft Azure
22 17 (14.41%) SQL Server 2012

Data Visualisation
Co-occurring IT Skills in the City of 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 12 (10.17%) SAS
2 4 (3.39%) Apache Spark
3 1 (0.85%) Confluence
3 1 (0.85%) nginx
Applications
1 6 (5.08%) Microsoft Excel
2 4 (3.39%) MS Visio
3 1 (0.85%) Adobe Illustrator
3 1 (0.85%) Adobe Premiere
3 1 (0.85%) Photoshop
3 1 (0.85%) SPSS
Business Applications
1 6 (5.08%) Revive Adserver
2 1 (0.85%) FastStats
Cloud Services
1 20 (16.95%) Amazon AWS
2 17 (14.41%) Microsoft Azure
3 13 (11.02%) Azure Machine Learning
4 9 (7.63%) Google Cloud Platform
5 4 (3.39%) SaaS
6 2 (1.69%) GitHub
7 1 (0.85%) Cloud Computing
7 1 (0.85%) PaaS
Communications & Networking
1 12 (10.17%) Network Security
2 1 (0.85%) DNS
Database & Business Intelligence
1 57 (48.31%) Data Warehouse
2 30 (25.42%) SQL Server
3 29 (24.58%) SQL Server Integration Services
4 26 (22.03%) SQL Server Reporting Services
5 23 (19.49%) Power BI
6 22 (18.64%) Big Data
7 19 (16.10%) SQL Server Analysis Services
8 17 (14.41%) SQL Server 2012
9 14 (11.86%) Amazon Redshift
9 14 (11.86%) QlikView
10 13 (11.02%) Amazon RDS
10 13 (11.02%) SQL Server 2016
11 11 (9.32%) Data Mining
12 8 (6.78%) Lumira
12 8 (6.78%) Oracle Reports
12 8 (6.78%) PostgreSQL
12 8 (6.78%) Text Mining
13 7 (5.93%) Apache Cassandra
13 7 (5.93%) Azure SQL Data Warehouse
14 4 (3.39%) SSDT
Development Applications
1 5 (4.24%) JIRA
1 5 (4.24%) Mocha
2 4 (3.39%) Jasmine
2 4 (3.39%) PowerDesigner
3 3 (2.54%) Sinon.JS
3 3 (2.54%) Talend Open Studio
4 2 (1.69%) gulp
4 2 (1.69%) webpack
5 1 (0.85%) Ant
5 1 (0.85%) Babel
5 1 (0.85%) Grunt
5 1 (0.85%) Jenkins
5 1 (0.85%) Selenium
5 1 (0.85%) Subversion
5 1 (0.85%) Visual Studio
General
1 39 (33.05%) Finance
2 17 (14.41%) Marketing
3 8 (6.78%) Telecoms
4 7 (5.93%) Games
5 6 (5.08%) Electronics
5 6 (5.08%) Manufacturing
6 4 (3.39%) Banking
6 4 (3.39%) Publishing
6 4 (3.39%) Retail
7 2 (1.69%) Advertising
7 2 (1.69%) Legal
7 2 (1.69%) Retail Banking
8 1 (0.85%) Automotive
8 1 (0.85%) Front Office
8 1 (0.85%) Pharmaceutical
Job Titles
1 33 (27.97%) Developer
2 29 (24.58%) Analyst
3 18 (15.25%) Business Analyst
4 16 (13.56%) Insurance Business Analyst
5 14 (11.86%) Business Intelligence Developer
6 13 (11.02%) Data Scientist
7 10 (8.47%) Senior Developer
7 10 (8.47%) SSAS Developer
8 9 (7.63%) Business Intelligence Lead
9 8 (6.78%) Business Intelligence Consultant
9 8 (6.78%) Consultant
10 7 (5.93%) Azure Consultant
10 7 (5.93%) SSIS Consultant
10 7 (5.93%) SSIS Developer
10 7 (5.93%) SSRS Consultant
10 7 (5.93%) SSRS Developer
11 6 (5.08%) Azure Developer
11 6 (5.08%) Data Analyst
11 6 (5.08%) Database Developer
11 6 (5.08%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 15 (12.71%) .NET
2 13 (11.02%) ASP.NET
2 13 (11.02%) Web Services
3 6 (5.08%) CSS
3 6 (5.08%) HTML
4 5 (4.24%) AngularJS
4 5 (4.24%) HTML5
4 5 (4.24%) React
5 4 (3.39%) Backbone.js
5 4 (3.39%) Redux
6 3 (2.54%) Chai
6 3 (2.54%) D3.js
6 3 (2.54%) HTML5 Canvas
6 3 (2.54%) Jest
6 3 (2.54%) jQuery
6 3 (2.54%) JSON
6 3 (2.54%) Node.js
6 3 (2.54%) Underscore.js
6 3 (2.54%) XML
7 2 (1.69%) ggplot
Miscellaneous
1 36 (30.51%) Analytical Skills
2 19 (16.10%) Management Information System
3 12 (10.17%) Computer Science
3 12 (10.17%) Cyber Attack
4 10 (8.47%) Algorithms
5 8 (6.78%) Virtual Team
6 7 (5.93%) Fintech
7 6 (5.08%) Clustering
8 3 (2.54%) Analytical Mindset
9 2 (1.69%) Data Centre
9 2 (1.69%) Data Structures
9 2 (1.69%) Mobile App
9 2 (1.69%) Social Network
9 2 (1.69%) User Experience
10 1 (0.85%) Animation
10 1 (0.85%) Fixed Income
10 1 (0.85%) Graphic Design
10 1 (0.85%) Hedge funds
10 1 (0.85%) Online Games
10 1 (0.85%) Social Media
Operating Systems
1 3 (2.54%) Linux
2 1 (0.85%) Ubuntu
2 1 (0.85%) Unix
Processes & Methodologies
1 118 (100.00%) Visualisation
2 69 (58.47%) Business Intelligence
3 43 (36.44%) Analytics
4 31 (26.27%) ETL
5 25 (21.19%) Machine Learning
6 24 (20.34%) Agile Software Development
7 21 (17.80%) Data Analytics
7 21 (17.80%) Data Modelling
8 20 (16.95%) Business Analysis
9 18 (15.25%) Data Analysis
10 15 (12.71%) Mathematics
11 14 (11.86%) Dimensional Modelling
12 13 (11.02%) Validation
13 12 (10.17%) Cyber Threat Intelligence
13 12 (10.17%) Cybersecurity
13 12 (10.17%) Incident Management
13 12 (10.17%) Information Security
13 12 (10.17%) Risk Analysis
13 12 (10.17%) Security Architecture
13 12 (10.17%) Threat Intelligence
Programming Languages
1 55 (46.61%) SQL
2 48 (40.68%) Python
3 30 (25.42%) R
4 15 (12.71%) C#
5 11 (9.32%) JavaScript
5 11 (9.32%) T-SQL
6 8 (6.78%) Java
7 7 (5.93%) PHP
8 6 (5.08%) Ruby
8 6 (5.08%) Scala
9 3 (2.54%) VBA
10 1 (0.85%) Data Analysis Expressions (DAX)
10 1 (0.85%) Haskell
10 1 (0.85%) MATLAB
10 1 (0.85%) PureScript
10 1 (0.85%) TypeScript
Qualifications
1 16 (13.56%) Degree
2 12 (10.17%) CREST Certified
2 12 (10.17%) GCIH
2 12 (10.17%) GIAC
3 3 (2.54%) Numerate Degree
4 2 (1.69%) Computer Science Degree
5 1 (0.85%) Master's Degree
5 1 (0.85%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.54%) Data Quality
1 3 (2.54%) GCP
1 3 (2.54%) QA
System Software
1 1 (0.85%) Docker
Systems Management
1 1 (0.85%) Rundeck
1 1 (0.85%) Systems Management Server (SMS)
Vendors
1 50 (42.37%) Tableau
2 43 (36.44%) Microsoft
3 18 (15.25%) SAP
4 14 (11.86%) Alteryx
5 13 (11.02%) Oracle
6 8 (6.78%) Teradata
7 6 (5.08%) Google
8 4 (3.39%) Sybase
9 3 (2.54%) Adobe
9 3 (2.54%) Talend
10 2 (1.69%) Datameer
10 2 (1.69%) Salesforce.com
10 2 (1.69%) Twitter
11 1 (0.85%) MicroStrategy
11 1 (0.85%) Vertica