Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 290 314 337
Rank change year-on-year +24 +23 +99
Permanent jobs citing Data Visualisation 781 730 855
As % of all permanent IT jobs advertised in London 1.11% 1.04% 1.00%
As % of the Processes & Methodologies category 1.22% 1.15% 1.11%
Number of salaries quoted 641 601 734
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £38,500 £36,250
90th Percentile £93,750 £95,000 £85,000
England median annual salary £53,500 £51,500 £50,000
% change year-on-year +3.88% +3.00% -

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 64,066 63,275 76,699
As % of all permanent IT jobs advertised in London 91.38% 90.50% 89.75%
Number of salaries quoted 52,514 53,553 65,035
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,250 £33,750 £33,750
90th Percentile £92,500 £90,000 £87,150
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 22 February 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 22 February 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 -81 105 £60,000 -4.00% 23
West London +43 27 £52,500 +31.25% 12
East London -9 11 £83,750 +15.52% 6
South London -4 5 £65,000 -7.14% 2
Data Visualisation
England

For the 6 months to 22 February 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.

1 780 (99.87%) Visualisation
2 399 (51.09%) SQL
3 395 (50.58%) Analytics
4 342 (43.79%) Business Intelligence
5 314 (40.20%) Tableau
6 244 (31.24%) Python
7 216 (27.66%) Big Data
8 215 (27.53%) Degree
9 202 (25.86%) Finance
10 190 (24.33%) Data Warehouse
11 188 (24.07%) SQL Server
12 187 (23.94%) Agile Software Development
12 187 (23.94%) Power BI
13 180 (23.05%) JavaScript
14 178 (22.79%) Microsoft
15 173 (22.15%) Analytical Skills
16 161 (20.61%) Data Science
17 157 (20.10%) ETL
18 152 (19.46%) Data Analytics
19 148 (18.95%) Machine Learning
20 144 (18.44%) R
21 139 (17.80%) Computer Science
22 138 (17.67%) HTML
23 137 (17.54%) Mathematics
24 130 (16.65%) Data Modelling
25 128 (16.39%) Java
26 127 (16.26%) QlikView
27 124 (15.88%) Statistics
27 124 (15.88%) Hadoop
28 120 (15.36%) NoSQL

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
1 120 (15.36%) Apache Spark
2 83 (10.63%) SAS
3 30 (3.84%) Apache
4 21 (2.69%) Elasticsearch
5 18 (2.30%) Apache Pig
6 8 (1.02%) CMS
6 8 (1.02%) Confluence
6 8 (1.02%) WordPress
7 5 (0.64%) Apache Solr
7 5 (0.64%) nginx
8 4 (0.51%) BizTalk Server
8 4 (0.51%) Drupal
8 4 (0.51%) Jetty
8 4 (0.51%) Tomcat
9 3 (0.38%) Apache Airflow
9 3 (0.38%) Oracle Application Server
10 2 (0.26%) JBoss
10 2 (0.26%) SharePoint
10 2 (0.26%) Smallworld
11 1 (0.13%) ArcGIS
Applications
1 78 (9.99%) Microsoft Excel
2 45 (5.76%) SPSS
3 10 (1.28%) Microsoft PowerPoint
4 9 (1.15%) Adobe Illustrator
4 9 (1.15%) Microsoft Office
4 9 (1.15%) Photoshop
5 6 (0.77%) Weka
6 5 (0.64%) Adobe Creative Suite
6 5 (0.64%) Adobe Premiere
7 4 (0.51%) InDesign
8 3 (0.38%) Adobe After Effects
8 3 (0.38%) MS Visio
9 2 (0.26%) InVision
9 2 (0.26%) Mathematica
9 2 (0.26%) Stata
10 1 (0.13%) AutoCAD
Business Applications
1 12 (1.54%) Cognos Business Intelligence
2 7 (0.90%) Dynamics CRM
3 6 (0.77%) Relativity
4 4 (0.51%) Adobe Campaign
4 4 (0.51%) Eloqua
5 3 (0.38%) Dynamics AX
5 3 (0.38%) NetSuite
6 2 (0.26%) SAP PM
6 2 (0.26%) Unit4 Business World
7 1 (0.13%) Actimize
7 1 (0.13%) Distributed Ledger
7 1 (0.13%) Dynamics NAV
7 1 (0.13%) Oracle AML
7 1 (0.13%) Oracle BPM
7 1 (0.13%) Raiser's Edge
7 1 (0.13%) Salesforce.com CRM
7 1 (0.13%) WebTrends
Cloud Services
1 109 (13.96%) Microsoft Azure
2 79 (10.12%) Amazon AWS
3 30 (3.84%) Google Cloud Platform
4 29 (3.71%) Azure Data Factory
5 24 (3.07%) SaaS
6 20 (2.56%) Google Analytics
7 19 (2.43%) Azure Machine Learning
8 16 (2.05%) GitHub
9 15 (1.92%) npm
10 12 (1.54%) Adobe Analytics
10 12 (1.54%) Amazon Kinesis
11 10 (1.28%) PaaS
12 9 (1.15%) Amazon EC2
13 8 (1.02%) Salesforce Sales Cloud
13 8 (1.02%) Virtual Private Cloud
14 7 (0.90%) IaaS
15 5 (0.64%) Amazon EMR
15 5 (0.64%) Cloud Computing
15 5 (0.64%) Salesforce Service Cloud
16 4 (0.51%) Heroku
Communications & Networking
1 14 (1.79%) Internet
2 12 (1.54%) SSL
3 6 (0.77%) Broadband
4 2 (0.26%) GPRS
4 2 (0.26%) GSM
4 2 (0.26%) Kerberos
4 2 (0.26%) LTE
4 2 (0.26%) Radio Access Network
4 2 (0.26%) UMTS
4 2 (0.26%) Wireless
5 1 (0.13%) Bluetooth
5 1 (0.13%) Cisco ASA
5 1 (0.13%) DNS
5 1 (0.13%) Ethernet
5 1 (0.13%) SMTP
5 1 (0.13%) SNMP
Database & Business Intelligence
1 216 (27.66%) Big Data
2 190 (24.33%) Data Warehouse
3 188 (24.07%) SQL Server
4 187 (23.94%) Power BI
5 127 (16.26%) QlikView
6 124 (15.88%) Hadoop
7 120 (15.36%) NoSQL
8 115 (14.72%) SQL Server Reporting Services
9 94 (12.04%) SQL Server Integration Services
10 88 (11.27%) SQL Server Analysis Services
11 80 (10.24%) MongoDB
12 60 (7.68%) Data Mining
13 50 (6.40%) MySQL
14 43 (5.51%) Amazon Redshift
14 43 (5.51%) Apache Hive
14 43 (5.51%) OLAP
14 43 (5.51%) Relational Database
15 40 (5.12%) Spotfire
16 39 (4.99%) Data Lake
17 38 (4.87%) Text Mining
Development Applications
1 43 (5.51%) Git (software)
2 22 (2.82%) Team Foundation Server
3 19 (2.43%) Jenkins
4 18 (2.30%) JIRA
4 18 (2.30%) webpack
5 17 (2.18%) Cucumber
5 17 (2.18%) Gradle
6 16 (2.05%) Visual Studio Team System
7 14 (1.79%) gulp
7 14 (1.79%) Jasmine
8 13 (1.66%) Karma Test Runner
9 12 (1.54%) Grunt
10 8 (1.02%) Selenium
10 8 (1.02%) Subversion
10 8 (1.02%) Vagrant
11 7 (0.90%) ERwin
12 5 (0.64%) Visual Studio
13 4 (0.51%) CasperJS
13 4 (0.51%) PhantomJS
13 4 (0.51%) SQL Server Management Studio (SSMS)
General
1 202 (25.86%) Finance
2 100 (12.80%) Marketing
3 64 (8.19%) Banking
4 47 (6.02%) Retail
5 42 (5.38%) Advertising
6 27 (3.46%) Investment Banking
7 23 (2.94%) Telecoms
8 11 (1.41%) Games
8 11 (1.41%) Publishing
9 10 (1.28%) Legal
9 10 (1.28%) Pharmaceutical
10 9 (1.15%) Front Office
11 7 (0.90%) Automotive
12 6 (0.77%) Law
13 4 (0.51%) Retail Banking
14 3 (0.38%) Financial Institution
15 2 (0.26%) Billing
15 2 (0.26%) Brand Awareness
15 2 (0.26%) French Language
15 2 (0.26%) Manufacturing
Job Titles
1 269 (34.44%) Developer
2 104 (13.32%) Analyst
3 98 (12.55%) Consultant
4 74 (9.48%) Business Intelligence Developer
5 59 (7.55%) Architect
6 57 (7.30%) Business Intelligence Consultant
7 56 (7.17%) Data Scientist
8 49 (6.27%) Data Analyst
9 40 (5.12%) JavaScript Developer
10 38 (4.87%) Front End Developer (Client-Side Developer)
11 36 (4.61%) SQL Developer
12 34 (4.35%) Data Architect
12 34 (4.35%) Junior
13 33 (4.23%) Data Engineer
14 28 (3.59%) .NET Developer
14 28 (3.59%) Business Intelligence Analyst
14 28 (3.59%) Lead Developer
14 28 (3.59%) Power BI Consultant
15 25 (3.20%) Data Consultant
15 25 (3.20%) Senior Developer
Libraries, Frameworks & Software Standards
1 138 (17.67%) HTML
2 114 (14.60%) CSS
3 107 (13.70%) AngularJS
4 92 (11.78%) .NET
5 88 (11.27%) React
6 85 (10.88%) D3.js
7 66 (8.45%) HTML5
8 46 (5.89%) Natural Language Processing
9 44 (5.63%) Node.js
10 42 (5.38%) RESTful
11 38 (4.87%) Kafka
12 36 (4.61%) Angular 2
12 36 (4.61%) Web Services
13 30 (3.84%) ASP.NET
14 24 (3.07%) Twitter Bootstrap
15 23 (2.94%) KnockoutJS
15 23 (2.94%) Vue (Vue.js)
16 22 (2.82%) jQuery
16 22 (2.82%) Redux
17 20 (2.56%) WCF
Miscellaneous
1 173 (22.15%) Analytical Skills
2 139 (17.80%) Computer Science
3 53 (6.79%) User Experience
4 38 (4.87%) Algorithms
5 37 (4.74%) Mobile App
6 33 (4.23%) Management Information System
7 28 (3.59%) Fintech
8 22 (2.82%) Data Structures
9 20 (2.56%) Data Centre
9 20 (2.56%) Social Media
10 18 (2.30%) Analytical Mindset
11 17 (2.18%) Robotics
12 16 (2.05%) Greenfield Project
13 15 (1.92%) Social Network
14 11 (1.41%) Bitcoin
14 11 (1.41%) Equities
14 11 (1.41%) Fixed Income
14 11 (1.41%) Reinsurance
15 9 (1.15%) Animation
16 8 (1.02%) Credit Risk
Operating Systems
1 65 (8.32%) Linux
2 33 (4.23%) Windows
3 16 (2.05%) Android
4 15 (1.92%) Apple iOS
4 15 (1.92%) Windows 10
5 13 (1.66%) Unix
6 4 (0.51%) Debian
7 3 (0.38%) Windows Server
8 2 (0.26%) Windows Server 2008
8 2 (0.26%) Windows Server 2012
9 1 (0.13%) CentOS
9 1 (0.13%) Red Hat Enterprise Linux
9 1 (0.13%) Ubuntu
Processes & Methodologies
1 780 (99.87%) Visualisation
2 395 (50.58%) Analytics
3 342 (43.79%) Business Intelligence
4 187 (23.94%) Agile Software Development
5 161 (20.61%) Data Science
6 157 (20.10%) ETL
7 152 (19.46%) Data Analytics
8 148 (18.95%) Machine Learning
9 137 (17.54%) Mathematics
10 130 (16.65%) Data Modelling
11 124 (15.88%) Statistics
12 86 (11.01%) Data Analysis
13 84 (10.76%) Stakeholder Management
14 82 (10.50%) Data Management
15 69 (8.83%) Front End Development
16 57 (7.30%) Scrum
17 55 (7.04%) Open Source
18 54 (6.91%) Data Architecture
19 53 (6.79%) Business Analytics
20 47 (6.02%) Data Integration
Programming Languages
1 399 (51.09%) SQL
2 244 (31.24%) Python
3 180 (23.05%) JavaScript
4 144 (18.44%) R
5 128 (16.39%) Java
6 59 (7.55%) C#
7 49 (6.27%) Scala
8 41 (5.25%) T-SQL
9 34 (4.35%) Ruby
10 31 (3.97%) TypeScript
11 29 (3.71%) PHP
12 28 (3.59%) VBA
13 22 (2.82%) Data Analysis Expressions (DAX)
14 21 (2.69%) C++
15 19 (2.43%) VB
16 16 (2.05%) PowerShell
17 13 (1.66%) Go
18 11 (1.41%) Bash Shell
18 11 (1.41%) Perl
19 10 (1.28%) C
Qualifications
1 215 (27.53%) Degree
2 21 (2.69%) Numerate Degree
3 18 (2.30%) Computer Science Degree
4 17 (2.18%) PhD
5 10 (1.28%) Master's Degree
6 9 (1.15%) Postgraduate
7 8 (1.02%) MBA
8 6 (0.77%) Microsoft Certification
9 4 (0.51%) ISEB
9 4 (0.51%) ISTQB
9 4 (0.51%) MCSD
9 4 (0.51%) Microsoft Certified Architect
10 2 (0.26%) PRINCE2 Practitioner
11 1 (0.13%) SC Cleared
11 1 (0.13%) Security Cleared
Quality Assurance & Compliance
1 56 (7.17%) Data Quality
2 36 (4.61%) QA
3 23 (2.94%) GDPR
4 12 (1.54%) GCP
5 11 (1.41%) MiFID
6 10 (1.28%) CRD IV
6 10 (1.28%) EMIR
7 5 (0.64%) SLA
7 5 (0.64%) Solvency II
8 4 (0.51%) Actionable Recommendations
9 3 (0.38%) PMO
10 2 (0.26%) ISO/IEC 27001
11 1 (0.13%) Dodd-Frank
11 1 (0.13%) FATCA
11 1 (0.13%) IFRS
11 1 (0.13%) IFRS 9
11 1 (0.13%) ISO 14001
11 1 (0.13%) Val IT
11 1 (0.13%) WCAG
System Software
1 21 (2.69%) Docker
2 16 (2.05%) HDFS
3 8 (1.02%) Apache Flume
3 8 (1.02%) Apache ZooKeeper
4 2 (0.26%) Active Directory
4 2 (0.26%) Hyper-V
4 2 (0.26%) VMware Infrastructure
5 1 (0.13%) GridGain
5 1 (0.13%) NFS
Systems Management
1 10 (1.28%) Puppet
2 9 (1.15%) Kibana
3 8 (1.02%) Nagios
3 8 (1.02%) Terraform
3 8 (1.02%) ZABBIX
4 6 (0.77%) Hadoop YARN
4 6 (0.77%) Oozie
5 4 (0.51%) Single Sign-On
6 3 (0.38%) Ambari
6 3 (0.38%) Ansible
6 3 (0.38%) Kubernetes
6 3 (0.38%) Rundeck
7 2 (0.26%) Opscode Chef
7 2 (0.26%) SCCM
7 2 (0.26%) SCOM
7 2 (0.26%) WSUS
8 1 (0.13%) Control-M
8 1 (0.13%) Graphite
8 1 (0.13%) systemd
8 1 (0.13%) Systems Management Server (SMS)
Vendors
1 314 (40.20%) Tableau
2 178 (22.79%) Microsoft
3 105 (13.44%) Oracle
4 66 (8.45%) Google
5 55 (7.04%) Alteryx
6 32 (4.10%) SAP
7 30 (3.84%) Adobe
7 30 (3.84%) Talend
8 29 (3.71%) IBM
9 27 (3.46%) Teradata
10 25 (3.20%) Salesforce.com
11 23 (2.94%) Cloudera
11 23 (2.94%) MicroStrategy
12 19 (2.43%) Cognos
12 19 (2.43%) Informatica
13 18 (2.30%) Vertica
14 17 (2.18%) Cisco
15 13 (1.66%) Hortonworks
16 12 (1.54%) Atlassian
16 12 (1.54%) Netezza