Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 308 286 350
Rank change year-on-year -22 +64 +41
Permanent jobs citing Data Visualisation 743 907 739
As % of all permanent IT jobs advertised in London 1.07% 1.23% 0.91%
As % of the Processes & Methodologies category 1.17% 1.32% 0.99%
Number of salaries quoted 546 771 615
London median annual salary £60,000 £62,500 £60,000
Median salary % change year-on-year -4.00% +4.17% +9.09%
10th Percentile £37,500 £36,250 £40,000
90th Percentile £97,500 £95,000 £94,900
England median annual salary £55,000 £55,000 £55,000

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 63,634 68,555 74,743
As % of all permanent IT jobs advertised in London 91.75% 92.59% 92.10%
Number of salaries quoted 50,869 53,350 64,641
London median annual salary £61,000 £60,000 £57,500
Median salary % change year-on-year +1.67% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £93,750 £90,000 £87,500
England median annual salary £50,000 £50,000 £50,000

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 15 August 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 15 August 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 -76 100 £55,000 -15.38% 31
East London +21 30 £95,000 +171.43% 9
West London +5 17 £50,000 +25.00% 14
South London - 11 £60,000 - 4
North London +1 1 £50,000 +6.95% 2
Data Visualisation
England

For the 6 months to 15 August 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.

1 743 (100.00%) Visualisation
2 359 (48.32%) SQL
3 348 (46.84%) Analytics
4 345 (46.43%) Business Intelligence
5 303 (40.78%) Tableau
6 225 (30.28%) Python
7 197 (26.51%) Finance
8 191 (25.71%) Degree
9 187 (25.17%) Analytical Skills
10 175 (23.55%) Data Science
11 169 (22.75%) Machine Learning
11 169 (22.75%) Power BI
12 154 (20.73%) Agile Software Development
12 154 (20.73%) Hadoop
13 150 (20.19%) Big Data
14 143 (19.25%) ETL
15 142 (19.11%) Microsoft
15 142 (19.11%) SQL Server
16 138 (18.57%) Data Warehouse
17 128 (17.23%) R
18 125 (16.82%) JavaScript
19 115 (15.48%) SQL Server Integration Services
20 114 (15.34%) Data Analytics
21 112 (15.07%) Computer Science
22 106 (14.27%) QlikView
23 101 (13.59%) SQL Server Analysis Services
24 99 (13.32%) SQL Server Reporting Services
25 98 (13.19%) Statistics
26 96 (12.92%) Microsoft Excel
27 94 (12.65%) 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 (11.44%) Apache Spark
2 54 (7.27%) SAS
3 30 (4.04%) Apache
4 20 (2.69%) Elasticsearch
5 18 (2.42%) CMS
6 15 (2.02%) SharePoint
7 12 (1.62%) Confluence
8 10 (1.35%) WordPress
9 7 (0.94%) Marvel
10 6 (0.81%) Apache Solr
11 5 (0.67%) Apache Pig
11 5 (0.67%) IIS
12 4 (0.54%) Alfresco
12 4 (0.54%) EPiServer
12 4 (0.54%) Umbraco
13 3 (0.40%) Apache Airflow
14 2 (0.27%) JBoss
14 2 (0.27%) Jupyter
14 2 (0.27%) Oracle SOA Suite
15 1 (0.13%) Tomcat
Applications
1 96 (12.92%) Microsoft Excel
2 24 (3.23%) Microsoft Office
3 23 (3.10%) SPSS
4 17 (2.29%) Microsoft PowerPoint
5 13 (1.75%) MS Visio
6 12 (1.62%) Adobe Creative Suite
7 8 (1.08%) InVision
8 5 (0.67%) Microsoft Project
9 4 (0.54%) Photoshop
10 3 (0.40%) Adobe Illustrator
11 2 (0.27%) Adobe After Effects
11 2 (0.27%) Adobe Premiere
11 2 (0.27%) InDesign
11 2 (0.27%) Mathematica
11 2 (0.27%) Stata
12 1 (0.13%) CPLEX
12 1 (0.13%) GIMP
12 1 (0.13%) Mingle
12 1 (0.13%) Spreadsheet
12 1 (0.13%) Weka
Business Applications
1 12 (1.62%) Abakus
2 7 (0.94%) Cognos Business Intelligence
3 4 (0.54%) Dynamics CRM
3 4 (0.54%) SAP BPC
4 3 (0.40%) Actimize
4 3 (0.40%) Oracle Financials
4 3 (0.40%) SAP GRC
4 3 (0.40%) SAP Oil and Gas
5 2 (0.27%) Salesforce.com CRM
6 1 (0.13%) Markit EDM
6 1 (0.13%) Oracle AML
6 1 (0.13%) Raiser's Edge
6 1 (0.13%) SAP Hybris
6 1 (0.13%) Unit4 Business World
Cloud Services
1 93 (12.52%) Microsoft Azure
2 63 (8.48%) Amazon AWS
3 41 (5.52%) Google Analytics
4 28 (3.77%) Adobe Analytics
5 23 (3.10%) Azure Data Factory
6 19 (2.56%) PaaS
6 19 (2.56%) SaaS
7 15 (2.02%) IaaS
8 14 (1.88%) npm
9 13 (1.75%) Cloud Computing
10 12 (1.62%) GitHub
10 12 (1.62%) Google Attribution 360
11 11 (1.48%) Salesforce Sales Cloud
11 11 (1.48%) Salesforce Service Cloud
12 9 (1.21%) Amazon EC2
12 9 (1.21%) Amazon S3
12 9 (1.21%) Google Cloud Platform
12 9 (1.21%) Heroku
13 8 (1.08%) Office 365
14 6 (0.81%) AWS Lambda
Communications & Networking
1 15 (2.02%) SSL
2 8 (1.08%) DNS
3 4 (0.54%) BGP
3 4 (0.54%) Firewall
3 4 (0.54%) HTTP
3 4 (0.54%) HTTPS
3 4 (0.54%) iBeacon
3 4 (0.54%) LAN
3 4 (0.54%) OSPF
3 4 (0.54%) TCP/IP
3 4 (0.54%) WAN
3 4 (0.54%) Wireless
4 2 (0.27%) Bluetooth
4 2 (0.27%) SMS
5 1 (0.13%) Broadband
5 1 (0.13%) Internet
5 1 (0.13%) IPsec
5 1 (0.13%) Network Security
Database & Business Intelligence
1 169 (22.75%) Power BI
2 154 (20.73%) Hadoop
3 150 (20.19%) Big Data
4 142 (19.11%) SQL Server
5 138 (18.57%) Data Warehouse
6 115 (15.48%) SQL Server Integration Services
7 106 (14.27%) QlikView
8 101 (13.59%) SQL Server Analysis Services
9 99 (13.32%) SQL Server Reporting Services
10 57 (7.67%) Apache Hive
10 57 (7.67%) MySQL
11 53 (7.13%) NoSQL
12 49 (6.59%) Data Lake
13 46 (6.19%) HBase
14 42 (5.65%) MongoDB
15 37 (4.98%) Relational Database
16 36 (4.85%) Text Mining
17 35 (4.71%) Data Mining
18 30 (4.04%) PostgreSQL
19 28 (3.77%) BusinessObjects
Development Applications
1 58 (7.81%) Git (software)
2 24 (3.23%) Jenkins
2 24 (3.23%) Visual Studio Team System
3 22 (2.96%) JIRA
4 16 (2.15%) Gradle
5 14 (1.88%) Cucumber
5 14 (1.88%) Jasmine
5 14 (1.88%) Karma Test Runner
6 11 (1.48%) TeamCity
6 11 (1.48%) webpack
7 9 (1.21%) CasperJS
7 9 (1.21%) PhantomJS
8 8 (1.08%) Selenium
8 8 (1.08%) Team Foundation Server
9 6 (0.81%) Grunt
9 6 (0.81%) Octopus Deploy
9 6 (0.81%) Visual Studio
10 5 (0.67%) GitLab
10 5 (0.67%) gulp
10 5 (0.67%) Vagrant
General
1 197 (26.51%) Finance
2 78 (10.50%) Marketing
3 62 (8.34%) Banking
4 46 (6.19%) Retail
5 43 (5.79%) Advertising
6 39 (5.25%) Investment Banking
7 22 (2.96%) Financial Institution
8 10 (1.35%) Back Office
8 10 (1.35%) Telecoms
9 8 (1.08%) Games
10 7 (0.94%) Law
10 7 (0.94%) Legal
11 6 (0.81%) Manufacturing
11 6 (0.81%) Pharmaceutical
11 6 (0.81%) Publishing
12 5 (0.67%) Front Office
13 3 (0.40%) Aerospace
13 3 (0.40%) Electronics
14 2 (0.27%) Automotive
14 2 (0.27%) Retail Finance
Job Titles
1 208 (27.99%) Developer
2 173 (23.28%) Analyst
3 91 (12.25%) Business Intelligence Developer
4 88 (11.84%) Consultant
5 86 (11.57%) Data Scientist
6 83 (11.17%) Data Analyst
7 42 (5.65%) Data Consultant
8 41 (5.52%) SQL Developer
9 39 (5.25%) Front End Developer (Client-Side Developer)
10 38 (5.11%) SQL BI Developer
11 35 (4.71%) Business Intelligence Analyst
11 35 (4.71%) JavaScript Developer
12 33 (4.44%) Machine Learning Scientist
12 33 (4.44%) Senior Analyst
13 32 (4.31%) Architect
14 31 (4.17%) Senior Data Scientist
15 28 (3.77%) SSIS Developer
16 25 (3.36%) Data Engineer
16 25 (3.36%) Senior Developer
16 25 (3.36%) SSAS Developer
Libraries, Frameworks & Software Standards
1 77 (10.36%) HTML
2 69 (9.29%) CSS
2 69 (9.29%) D3.js
3 67 (9.02%) AngularJS
4 62 (8.34%) .NET
5 60 (8.08%) Natural Language Processing
6 47 (6.33%) React
7 43 (5.79%) HTML5
8 39 (5.25%) Node.js
9 34 (4.58%) TensorFlow
10 32 (4.31%) Redux
11 30 (4.04%) Pandas
12 29 (3.90%) NumPy
12 29 (3.90%) scikit-learn
13 28 (3.77%) Sass
14 26 (3.50%) ASP.NET
14 26 (3.50%) Kafka
14 26 (3.50%) SciPy
15 25 (3.36%) jQuery
15 25 (3.36%) RESTful
Miscellaneous
1 187 (25.17%) Analytical Skills
2 112 (15.07%) Computer Science
3 91 (12.25%) User Experience
4 46 (6.19%) Algorithms
5 41 (5.52%) Data Structures
6 36 (4.85%) Self-Motivation
7 34 (4.58%) Fintech
7 34 (4.58%) Mobile App
8 24 (3.23%) Management Information System
9 22 (2.96%) Analytical Mindset
10 12 (1.62%) Data Centre
10 12 (1.62%) Digital Media
10 12 (1.62%) Greenfield Project
10 12 (1.62%) Social Media
11 10 (1.35%) Cyberthreat
11 10 (1.35%) Hedge funds
11 10 (1.35%) Social Network
12 9 (1.21%) Life Science
13 7 (0.94%) NHS
13 7 (0.94%) Reinsurance
Operating Systems
1 39 (5.25%) Linux
2 35 (4.71%) Windows
3 22 (2.96%) Unix
4 14 (1.88%) Windows 10
5 10 (1.35%) Android
6 8 (1.08%) Apple iOS
7 4 (0.54%) Mac OS X
8 1 (0.13%) AIX
8 1 (0.13%) Red Hat Enterprise Linux
8 1 (0.13%) Windows Server
Processes & Methodologies
1 743 (100.00%) Visualisation
2 348 (46.84%) Analytics
3 345 (46.43%) Business Intelligence
4 175 (23.55%) Data Science
5 169 (22.75%) Machine Learning
6 154 (20.73%) Agile Software Development
7 143 (19.25%) ETL
8 114 (15.34%) Data Analytics
9 98 (13.19%) Statistics
10 94 (12.65%) Data Analysis
11 86 (11.57%) Mathematics
12 79 (10.63%) Data Modelling
13 73 (9.83%) Problem-Solving
14 71 (9.56%) Decision-Making
15 70 (9.42%) Front End Development
16 63 (8.48%) Stakeholder Management
17 52 (7.00%) Data Management
17 52 (7.00%) Scrum
18 50 (6.73%) Project Management
19 49 (6.59%) Artificial Intelligence
Programming Languages
1 359 (48.32%) SQL
2 225 (30.28%) Python
3 128 (17.23%) R
4 125 (16.82%) JavaScript
5 86 (11.57%) Java
6 60 (8.08%) T-SQL
7 50 (6.73%) C#
8 37 (4.98%) Data Analysis Expressions (DAX)
9 33 (4.44%) VBA
10 32 (4.31%) Scala
11 26 (3.50%) Ruby
12 25 (3.36%) TypeScript
13 20 (2.69%) C++
14 19 (2.56%) Go
14 19 (2.56%) PHP
14 19 (2.56%) VB
15 16 (2.15%) PowerShell
16 12 (1.62%) C
16 12 (1.62%) ES6
17 11 (1.48%) MATLAB
Qualifications
1 191 (25.71%) Degree
2 25 (3.36%) Computer Science Degree
3 24 (3.23%) Numerate Degree
4 22 (2.96%) PhD
5 13 (1.75%) Microsoft Certification
6 10 (1.35%) TOGAF Certification
7 7 (0.94%) Security Cleared
8 6 (0.81%) SC Cleared
9 5 (0.67%) Master's Degree
10 4 (0.54%) MCSD
10 4 (0.54%) Microsoft Certified Architect
11 3 (0.40%) CISA
11 3 (0.40%) Oracle Certification
12 1 (0.13%) ITIL Certification
12 1 (0.13%) MBA
Quality Assurance & Compliance
1 44 (5.92%) Data Quality
2 37 (4.98%) QA
3 13 (1.75%) GDPR
4 11 (1.48%) Dodd-Frank
4 11 (1.48%) IFRS
4 11 (1.48%) Solvency II
5 7 (0.94%) FATCA
5 7 (0.94%) IFRS 9
6 6 (0.81%) Actionable Recommendations
7 3 (0.40%) GCP
7 3 (0.40%) SLA
8 2 (0.27%) PMO
9 1 (0.13%) Section 508
System Software
1 42 (5.65%) HDFS
2 31 (4.17%) Docker
3 6 (0.81%) Apache Flume
4 4 (0.54%) Virtual Machines
5 1 (0.13%) Apache ZooKeeper
Systems Management
1 13 (1.75%) Ambari
2 11 (1.48%) Kibana
3 6 (0.81%) Kubernetes
4 5 (0.67%) Puppet
4 5 (0.67%) Terraform
5 4 (0.54%) Single Sign-On
6 2 (0.27%) Nagios
6 2 (0.27%) ZABBIX
7 1 (0.13%) Ansible
7 1 (0.13%) Fluentd
7 1 (0.13%) linkerd
7 1 (0.13%) Mesos
7 1 (0.13%) Oozie
7 1 (0.13%) Prometheus
7 1 (0.13%) Rancher
7 1 (0.13%) Zipkin
Vendors
1 303 (40.78%) Tableau
2 142 (19.11%) Microsoft
3 78 (10.50%) Oracle
4 59 (7.94%) Google
5 53 (7.13%) Adobe
6 39 (5.25%) Alteryx
7 33 (4.44%) Salesforce.com
8 30 (4.04%) SAP
9 25 (3.36%) Cognos
10 22 (2.96%) WorldPay
11 19 (2.56%) MicroStrategy
11 19 (2.56%) Vertica
12 17 (2.29%) Talend
13 15 (2.02%) Informatica
14 13 (1.75%) Cloudera
15 12 (1.62%) Cisco
15 12 (1.62%) Convertro
15 12 (1.62%) DoubleClick
15 12 (1.62%) IBM
15 12 (1.62%) Visual IQ