Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 273 312 357
Rank change year-on-year +39 +45 +5
Permanent jobs citing Data Visualisation 791 784 641
As % of all permanent IT jobs advertised in London 1.19% 1.06% 0.87%
As % of the Processes & Methodologies category 1.29% 1.13% 0.94%
Number of salaries quoted 608 663 507
London median annual salary £60,000 £60,000 £60,000
10th Percentile £40,000 £35,000 £40,000
90th Percentile £92,875 £88,750 £95,000
England median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -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 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 61,240 69,295 68,221
As % of all permanent IT jobs advertised in London 92.02% 93.31% 92.17%
Number of salaries quoted 49,534 53,968 58,492
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 £33,250
90th Percentile £95,000 £90,000 £88,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 11 December 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 11 December 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 +2 128 £57,500 -8.00% 40
East London +21 25 £95,000 +153.33% 15
South London +18 23 £60,000 -42.86% 2
West London -5 14 £45,000 +12.50% 20
North London - 2 £47,500 - 1
Data Visualisation
England

For the 6 months to 11 December 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.

1 790 (99.87%) Visualisation
2 388 (49.05%) SQL
3 354 (44.75%) Business Intelligence
4 343 (43.36%) Tableau
5 334 (42.23%) Analytics
6 245 (30.97%) Python
7 242 (30.59%) Finance
8 235 (29.71%) Power BI
9 200 (25.28%) Agile Software Development
10 191 (24.15%) Data Science
11 184 (23.26%) Analytical Skills
12 169 (21.37%) Data Warehouse
13 165 (20.86%) SQL Server
14 161 (20.35%) Machine Learning
15 159 (20.10%) QlikView
16 145 (18.33%) Degree
17 144 (18.20%) ETL
18 142 (17.95%) JavaScript
18 142 (17.95%) R
19 134 (16.94%) Microsoft
20 131 (16.56%) Data Analysis
21 117 (14.79%) SQL Server Integration Services
22 110 (13.91%) Data Modelling
23 109 (13.78%) Big Data
24 107 (13.53%) SQL Server Reporting Services
24 107 (13.53%) Hadoop
25 103 (13.02%) Microsoft Azure
26 101 (12.77%) Data Analytics
27 97 (12.26%) HTML
28 96 (12.14%) SQL Server Analysis 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 91 (11.50%) Apache Spark
2 53 (6.70%) SAS
3 21 (2.65%) Apache
4 20 (2.53%) Marvel
5 19 (2.40%) SharePoint
6 15 (1.90%) WordPress
7 14 (1.77%) Elasticsearch
8 11 (1.39%) CMS
9 10 (1.26%) Confluence
10 7 (0.88%) Apache Pig
11 6 (0.76%) EPiServer
11 6 (0.76%) IIS
11 6 (0.76%) Umbraco
12 5 (0.63%) Jupyter
12 5 (0.63%) SharePoint 2010
12 5 (0.63%) SharePoint 2013
13 4 (0.51%) Apache Solr
13 4 (0.51%) Drupal
13 4 (0.51%) Oracle SOA Suite
14 3 (0.38%) Moodle
Applications
1 82 (10.37%) Microsoft Excel
2 24 (3.03%) InVision
2 24 (3.03%) SPSS
3 23 (2.91%) Adobe Creative Suite
4 16 (2.02%) Microsoft PowerPoint
5 15 (1.90%) Photoshop
6 14 (1.77%) Adobe Illustrator
7 12 (1.52%) Adobe After Effects
8 11 (1.39%) Flinto
9 9 (1.14%) Microsoft Office
10 6 (0.76%) Stata
11 2 (0.25%) MS Visio
11 2 (0.25%) OmniGraffle
11 2 (0.25%) UXPin
12 1 (0.13%) CPLEX
12 1 (0.13%) GIMP
12 1 (0.13%) InDesign
12 1 (0.13%) Spreadsheet
Business Applications
1 7 (0.88%) Cognos Business Intelligence
2 6 (0.76%) SAP Hybris
3 5 (0.63%) Abakus
4 4 (0.51%) Raiser's Edge
5 2 (0.25%) WebTrends
6 1 (0.13%) Actimize
6 1 (0.13%) Cognos TM1
6 1 (0.13%) Dynamics CRM
6 1 (0.13%) NetSuite
6 1 (0.13%) Unica
6 1 (0.13%) Workday HCM
Cloud Services
1 103 (13.02%) Microsoft Azure
2 50 (6.32%) Amazon AWS
3 26 (3.29%) Google Analytics
4 21 (2.65%) PaaS
5 17 (2.15%) Azure Data Factory
5 17 (2.15%) Google Cloud Platform
6 15 (1.90%) IaaS
7 14 (1.77%) Dynamics 365
8 12 (1.52%) Cloud Computing
8 12 (1.52%) npm
9 11 (1.39%) Data Lake Analytics
9 11 (1.39%) SaaS
10 10 (1.26%) Adobe Analytics
11 8 (1.01%) Office 365
12 7 (0.88%) GitHub
12 7 (0.88%) Google Tag Manager
13 5 (0.63%) AWS Lambda
13 5 (0.63%) Google Attribution 360
13 5 (0.63%) Heroku
14 4 (0.51%) Serverless
Communications & Networking
1 4 (0.51%) iBeacon
1 4 (0.51%) Wireless
2 3 (0.38%) SSL
3 2 (0.25%) Broadband
3 2 (0.25%) DNS
3 2 (0.25%) Firewall
3 2 (0.25%) HTTP
3 2 (0.25%) HTTPS
3 2 (0.25%) LAN
3 2 (0.25%) TCP/IP
3 2 (0.25%) WAN
3 2 (0.25%) Wi-Fi
4 1 (0.13%) Internet
4 1 (0.13%) Intranet
4 1 (0.13%) IPsec
4 1 (0.13%) Network Security
Database & Business Intelligence
1 235 (29.71%) Power BI
2 169 (21.37%) Data Warehouse
3 165 (20.86%) SQL Server
4 159 (20.10%) QlikView
5 117 (14.79%) SQL Server Integration Services
6 109 (13.78%) Big Data
7 107 (13.53%) Hadoop
7 107 (13.53%) SQL Server Reporting Services
8 96 (12.14%) SQL Server Analysis Services
9 55 (6.95%) NoSQL
10 52 (6.57%) Apache Hive
11 48 (6.07%) Relational Database
12 37 (4.68%) Data Lake
13 35 (4.42%) BusinessObjects
13 35 (4.42%) Data Mining
13 35 (4.42%) MySQL
14 30 (3.79%) Oracle Reports
15 27 (3.41%) PostgreSQL
16 25 (3.16%) HBase
17 23 (2.91%) MongoDB
Development Applications
1 61 (7.71%) Git (software)
2 27 (3.41%) Visual Studio Team System
3 23 (2.91%) JIRA
4 19 (2.40%) Jenkins
5 16 (2.02%) Axure RP
6 15 (1.90%) Visual Studio
7 13 (1.64%) Gradle
7 13 (1.64%) webpack
8 11 (1.39%) Jasmine
8 11 (1.39%) Karma Test Runner
9 10 (1.26%) Cucumber
9 10 (1.26%) Grunt
10 9 (1.14%) gulp
10 9 (1.14%) Maven
11 7 (0.88%) Team Foundation Server
12 6 (0.76%) Octopus Deploy
12 6 (0.76%) TeamCity
13 5 (0.63%) CasperJS
13 5 (0.63%) GitLab
13 5 (0.63%) jspm
General
1 242 (30.59%) Finance
2 76 (9.61%) Banking
3 55 (6.95%) Marketing
4 48 (6.07%) Retail
5 42 (5.31%) Investment Banking
6 32 (4.05%) Advertising
7 24 (3.03%) Telecoms
8 21 (2.65%) Back Office
9 15 (1.90%) Financial Institution
9 15 (1.90%) Games
10 14 (1.77%) Manufacturing
11 9 (1.14%) Electronics
11 9 (1.14%) Front Office
12 7 (0.88%) Legal
13 6 (0.76%) Pharmaceutical
13 6 (0.76%) Publishing
14 5 (0.63%) Retail Banking
15 4 (0.51%) Automotive
16 3 (0.38%) Aerospace
16 3 (0.38%) Law
Job Titles
1 205 (25.92%) Developer
2 166 (20.99%) Analyst
3 102 (12.90%) Consultant
4 96 (12.14%) Data Analyst
5 90 (11.38%) Data Scientist
6 66 (8.34%) Business Intelligence Developer
7 54 (6.83%) Data Consultant
8 51 (6.45%) Designer
9 50 (6.32%) Architect
10 47 (5.94%) SQL Developer
11 46 (5.82%) Data Engineer
12 43 (5.44%) Senior Developer
13 39 (4.93%) Data Architect
13 39 (4.93%) Senior Analyst
14 36 (4.55%) Data Manager
14 36 (4.55%) JavaScript Developer
14 36 (4.55%) SQL BI Developer
15 35 (4.42%) Full Stack Developer
15 35 (4.42%) SSIS Developer
16 34 (4.30%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 97 (12.26%) HTML
2 95 (12.01%) CSS
3 78 (9.86%) AngularJS
4 53 (6.70%) React
5 52 (6.57%) Natural Language Processing
6 50 (6.32%) D3.js
7 40 (5.06%) .NET
8 36 (4.55%) HTML5
9 33 (4.17%) MDX
10 31 (3.92%) Node.js
10 31 (3.92%) Vue.js
11 29 (3.67%) Sass
12 28 (3.54%) Pandas
12 28 (3.54%) Redux
13 27 (3.41%) REST
14 26 (3.29%) jQuery
14 26 (3.29%) TensorFlow
15 24 (3.03%) NumPy
16 20 (2.53%) SciPy
16 20 (2.53%) SVG
Miscellaneous
1 184 (23.26%) Analytical Skills
2 75 (9.48%) User Experience
3 45 (5.69%) Algorithms
4 41 (5.18%) Mobile App
5 40 (5.06%) Fintech
6 32 (4.05%) Data Structures
7 20 (2.53%) Management Information System
7 20 (2.53%) Social Media
8 19 (2.40%) Animation
9 17 (2.15%) Self-Motivation
10 14 (1.77%) Virtual Team
11 12 (1.52%) Greenfield Project
11 12 (1.52%) Reinsurance
12 11 (1.39%) Credit Risk
13 10 (1.26%) Hedge funds
14 9 (1.14%) Linked Data
14 9 (1.14%) Semantic Web
15 7 (0.88%) Analytical Mindset
15 7 (0.88%) Enterprise Software
15 7 (0.88%) Renewable Energy
Operating Systems
1 21 (2.65%) Windows
2 18 (2.28%) Unix
3 17 (2.15%) Linux
4 10 (1.26%) Windows 10
5 6 (0.76%) Android
5 6 (0.76%) Apple iOS
5 6 (0.76%) Mac OS X
6 1 (0.13%) AIX
6 1 (0.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 790 (99.87%) Visualisation
2 354 (44.75%) Business Intelligence
3 334 (42.23%) Analytics
4 200 (25.28%) Agile Software Development
5 191 (24.15%) Data Science
6 161 (20.35%) Machine Learning
7 144 (18.20%) ETL
8 131 (16.56%) Data Analysis
9 110 (13.91%) Data Modelling
10 101 (12.77%) Data Analytics
11 85 (10.75%) Mathematics
12 77 (9.73%) Problem-Solving
12 77 (9.73%) Statistics
13 68 (8.60%) Front End Development
14 62 (7.84%) Artificial Intelligence
14 62 (7.84%) Computer Science
14 62 (7.84%) Scrum
15 61 (7.71%) Data Management
16 60 (7.59%) Software Engineering
17 59 (7.46%) Project Management
Programming Languages
1 388 (49.05%) SQL
2 245 (30.97%) Python
3 142 (17.95%) JavaScript
3 142 (17.95%) R
4 93 (11.76%) Java
5 63 (7.96%) T-SQL
6 56 (7.08%) C#
7 46 (5.82%) Scala
8 42 (5.31%) PHP
9 38 (4.80%) Data Analysis Expressions (DAX)
10 27 (3.41%) C
11 26 (3.29%) C++
12 24 (3.03%) VBA
13 22 (2.78%) TypeScript
14 17 (2.15%) PowerShell
15 16 (2.02%) Ruby
16 14 (1.77%) Go
17 12 (1.52%) VB
18 8 (1.01%) Haskell
18 8 (1.01%) MATLAB
Qualifications
1 145 (18.33%) Degree
2 17 (2.15%) PhD
3 16 (2.02%) Numerate Degree
4 14 (1.77%) Computer Science Degree
5 11 (1.39%) Security Cleared
6 10 (1.26%) Master's Degree
6 10 (1.26%) SC Cleared
7 9 (1.14%) Microsoft Certification
8 6 (0.76%) DV Cleared
9 4 (0.51%) DBS Check
9 4 (0.51%) Postgraduate
10 3 (0.38%) MBA
11 2 (0.25%) MCDBA
11 2 (0.25%) MCSE
12 1 (0.13%) CFA
12 1 (0.13%) CIMA
12 1 (0.13%) ITIL Certification
12 1 (0.13%) PMI Certification
Quality Assurance & Compliance
1 71 (8.98%) Data Quality
2 39 (4.93%) QA
3 29 (3.67%) GDPR
4 21 (2.65%) Solvency II
5 20 (2.53%) Dodd-Frank
6 19 (2.40%) IFRS
7 11 (1.39%) FATCA
8 10 (1.26%) IFRS 9
9 2 (0.25%) PCI DSS
10 1 (0.13%) Section 508
System Software
1 22 (2.78%) Docker
2 21 (2.65%) HDFS
3 4 (0.51%) Apache Flume
4 1 (0.13%) Varnish
Systems Management
1 16 (2.02%) Oozie
2 9 (1.14%) Kibana
3 7 (0.88%) Puppet
3 7 (0.88%) Terraform
4 3 (0.38%) Kubernetes
5 1 (0.13%) ZABBIX
Vendors
1 343 (43.36%) Tableau
2 134 (16.94%) Microsoft
3 63 (7.96%) Oracle
4 51 (6.45%) Adobe
5 47 (5.94%) SAP
6 46 (5.82%) Google
7 24 (3.03%) Alteryx
8 19 (2.40%) MicroStrategy
9 16 (2.02%) Cognos
10 13 (1.64%) Talend
11 12 (1.52%) Teradata
12 10 (1.26%) Salesforce.com
13 9 (1.14%) Informatica
14 8 (1.01%) ESRI
14 8 (1.01%) IBM
14 8 (1.01%) Tealium
15 7 (0.88%) Mapbox
15 7 (0.88%) Rackspace
16 6 (0.76%) TOWER Software
16 6 (0.76%) Workday