Period
to 18 June 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 18 June 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 297 270 339
Rank change year-on-year -27 +69 +44
Permanent jobs citing Data Visualisation 771 914 788
As % of all permanent IT jobs advertised in London 1.11% 1.31% 0.97%
As % of the Processes & Methodologies category 1.22% 1.43% 1.06%
Number of salaries quoted 589 779 666
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £37,500 £37,500 £37,500
90th Percentile £97,500 £95,000 £88,750
England median annual salary £55,000 £54,000 £52,000
% change year-on-year +1.85% +3.85% +4.00%

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 63,358 63,960 74,438
As % of all permanent IT jobs advertised in London 91.55% 91.60% 91.24%
Number of salaries quoted 51,065 52,364 63,982
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,250 £34,250 £33,500
90th Percentile £95,000 £90,000 £86,250
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 18 June 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 18 June 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 -100 103 £57,500 -11.54% 22
East London +22 23 £95,000 +123.53% 7
West London +12 23 £50,000 +25.00% 9
South London -11 5 £65,000 -7.14% 1
Data Visualisation
England

For the 6 months to 18 June 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.

1 771 (100.00%) Visualisation
2 379 (49.16%) SQL
3 356 (46.17%) Business Intelligence
4 350 (45.40%) Analytics
5 305 (39.56%) Tableau
6 240 (31.13%) Python
7 217 (28.15%) Degree
8 210 (27.24%) Big Data
9 188 (24.38%) Finance
10 185 (23.99%) Analytical Skills
11 171 (22.18%) Power BI
11 171 (22.18%) Data Science
12 165 (21.40%) Machine Learning
12 165 (21.40%) Hadoop
13 159 (20.62%) Agile Software Development
14 153 (19.84%) SQL Server
15 152 (19.71%) ETL
16 150 (19.46%) Microsoft
17 144 (18.68%) Data Warehouse
18 137 (17.77%) R
19 130 (16.86%) JavaScript
20 128 (16.60%) Computer Science
21 125 (16.21%) Data Analytics
22 118 (15.30%) QlikView
23 110 (14.27%) SQL Server Reporting Services
24 109 (14.14%) SQL Server Integration Services
25 106 (13.75%) Statistics
26 103 (13.36%) SQL Server Analysis Services
26 103 (13.36%) Java
26 103 (13.36%) Apache Spark

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
1 103 (13.36%) Apache Spark
2 70 (9.08%) SAS
3 28 (3.63%) Apache
3 28 (3.63%) Elasticsearch
4 19 (2.46%) CMS
5 10 (1.30%) Apache Pig
5 10 (1.30%) Confluence
6 9 (1.17%) Apache Solr
6 9 (1.17%) WordPress
7 6 (0.78%) SharePoint
8 4 (0.52%) Alfresco
8 4 (0.52%) EPiServer
8 4 (0.52%) Jetty
8 4 (0.52%) nginx
8 4 (0.52%) Tomcat
8 4 (0.52%) Umbraco
9 3 (0.39%) Apache Airflow
9 3 (0.39%) Drupal
9 3 (0.39%) Marvel
9 3 (0.39%) Oracle Application Server
Applications
1 99 (12.84%) Microsoft Excel
2 35 (4.54%) SPSS
3 24 (3.11%) Microsoft Office
4 16 (2.08%) Microsoft PowerPoint
5 14 (1.82%) MS Visio
6 5 (0.65%) Microsoft Project
7 4 (0.52%) Adobe Creative Suite
7 4 (0.52%) InVision
7 4 (0.52%) Mathematica
7 4 (0.52%) Weka
8 3 (0.39%) Adobe Illustrator
8 3 (0.39%) Photoshop
9 2 (0.26%) Adobe After Effects
9 2 (0.26%) Adobe Premiere
9 2 (0.26%) InDesign
10 1 (0.13%) CPLEX
10 1 (0.13%) Mingle
10 1 (0.13%) Spreadsheet
Business Applications
1 12 (1.56%) Cognos Business Intelligence
2 7 (0.91%) Abakus
3 6 (0.78%) Relativity
4 5 (0.65%) Dynamics CRM
5 4 (0.52%) SAP BPC
6 3 (0.39%) Actimize
6 3 (0.39%) Eloqua
6 3 (0.39%) Oracle Financials
6 3 (0.39%) SAP GRC
6 3 (0.39%) SAP Oil and Gas
7 2 (0.26%) Dynamics AX
7 2 (0.26%) NetSuite
7 2 (0.26%) Salesforce.com CRM
7 2 (0.26%) Unit4 Business World
8 1 (0.13%) Markit EDM
8 1 (0.13%) Oracle AML
8 1 (0.13%) Oracle BPM
Cloud Services
1 83 (10.77%) Microsoft Azure
2 52 (6.74%) Amazon AWS
3 34 (4.41%) Google Analytics
4 27 (3.50%) Adobe Analytics
4 27 (3.50%) Azure Data Factory
5 21 (2.72%) npm
6 20 (2.59%) SaaS
7 15 (1.95%) Salesforce Sales Cloud
7 15 (1.95%) Salesforce Service Cloud
8 11 (1.43%) Google Cloud Platform
8 11 (1.43%) PaaS
9 10 (1.30%) GitHub
10 9 (1.17%) Amazon EC2
11 7 (0.91%) Azure Machine Learning
11 7 (0.91%) Cloud Computing
11 7 (0.91%) Google Attribution 360
11 7 (0.91%) IaaS
12 6 (0.78%) Amazon Kinesis
12 6 (0.78%) Heroku
13 5 (0.65%) Amazon EMR
Communications & Networking
1 18 (2.33%) SSL
2 7 (0.91%) Internet
3 6 (0.78%) DNS
4 4 (0.52%) BGP
4 4 (0.52%) OSPF
5 3 (0.39%) Bluetooth
5 3 (0.39%) Broadband
6 2 (0.26%) Firewall
6 2 (0.26%) GPRS
6 2 (0.26%) GSM
6 2 (0.26%) HTTP
6 2 (0.26%) HTTPS
6 2 (0.26%) LAN
6 2 (0.26%) LTE
6 2 (0.26%) Radio Access Network
6 2 (0.26%) SMS
6 2 (0.26%) TCP/IP
6 2 (0.26%) UMTS
6 2 (0.26%) WAN
6 2 (0.26%) Wireless
Database & Business Intelligence
1 210 (27.24%) Big Data
2 171 (22.18%) Power BI
3 165 (21.40%) Hadoop
4 153 (19.84%) SQL Server
5 144 (18.68%) Data Warehouse
6 118 (15.30%) QlikView
7 110 (14.27%) SQL Server Reporting Services
8 109 (14.14%) SQL Server Integration Services
9 103 (13.36%) SQL Server Analysis Services
10 63 (8.17%) NoSQL
11 62 (8.04%) Apache Hive
12 59 (7.65%) MySQL
13 52 (6.74%) MongoDB
14 49 (6.36%) Data Lake
15 47 (6.10%) HBase
16 44 (5.71%) Data Mining
16 44 (5.71%) Text Mining
17 43 (5.58%) OLAP
17 43 (5.58%) Relational Database
18 29 (3.76%) Oracle OLAP
Development Applications
1 54 (7.00%) Git (software)
2 26 (3.37%) Visual Studio Team System
3 25 (3.24%) Gradle
4 24 (3.11%) Cucumber
5 20 (2.59%) Jasmine
5 20 (2.59%) Jenkins
5 20 (2.59%) Karma Test Runner
6 19 (2.46%) JIRA
7 14 (1.82%) Selenium
8 13 (1.69%) webpack
9 11 (1.43%) Team Foundation Server
10 10 (1.30%) TeamCity
11 8 (1.04%) Grunt
11 8 (1.04%) gulp
12 7 (0.91%) ERwin
13 6 (0.78%) PhantomJS
13 6 (0.78%) SQL Server Management Studio (SSMS)
13 6 (0.78%) Subversion
13 6 (0.78%) Vagrant
13 6 (0.78%) Visual Studio
General
1 188 (24.38%) Finance
2 85 (11.02%) Marketing
3 65 (8.43%) Banking
4 53 (6.87%) Advertising
5 47 (6.10%) Investment Banking
6 45 (5.84%) Retail
7 18 (2.33%) Financial Institution
8 14 (1.82%) Pharmaceutical
9 11 (1.43%) Games
9 11 (1.43%) Telecoms
10 9 (1.17%) Law
11 8 (1.04%) Back Office
12 6 (0.78%) Legal
13 4 (0.52%) Publishing
14 3 (0.39%) Brand Awareness
14 3 (0.39%) Front Office
14 3 (0.39%) Manufacturing
15 2 (0.26%) Retail Banking
16 1 (0.13%) General Ledger
16 1 (0.13%) International Banking
Job Titles
1 242 (31.39%) Developer
2 153 (19.84%) Analyst
3 97 (12.58%) Consultant
4 91 (11.80%) Business Intelligence Developer
5 73 (9.47%) Data Scientist
6 65 (8.43%) Data Analyst
7 44 (5.71%) Front End Developer (Client-Side Developer)
8 40 (5.19%) SQL Developer
9 39 (5.06%) Architect
10 37 (4.80%) Business Intelligence Analyst
11 36 (4.67%) JavaScript Developer
12 35 (4.54%) Analytics Developer
13 34 (4.41%) Senior Analyst
14 33 (4.28%) Business Intelligence Consultant
15 32 (4.15%) Data Consultant
15 32 (4.15%) Data Visualisation Developer
15 32 (4.15%) SQL BI Developer
16 30 (3.89%) Data Engineer
17 26 (3.37%) Machine Learning Scientist
18 24 (3.11%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 97 (12.58%) HTML
2 86 (11.15%) D3.js
3 81 (10.51%) AngularJS
4 77 (9.99%) CSS
5 75 (9.73%) .NET
6 60 (7.78%) Natural Language Processing
7 54 (7.00%) HTML5
8 48 (6.23%) React
9 41 (5.32%) Node.js
10 38 (4.93%) Kafka
11 36 (4.67%) RESTful
12 33 (4.28%) Redux
13 32 (4.15%) NumPy
14 28 (3.63%) TensorFlow
14 28 (3.63%) Web Services
15 27 (3.50%) scikit-learn
16 25 (3.24%) Angular 2
16 25 (3.24%) SciPy
16 25 (3.24%) SVG
17 23 (2.98%) WebSockets
Miscellaneous
1 185 (23.99%) Analytical Skills
2 128 (16.60%) Computer Science
3 77 (9.99%) User Experience
4 46 (5.97%) Algorithms
5 45 (5.84%) Self-Motivation
6 44 (5.71%) Mobile App
7 35 (4.54%) Fintech
8 34 (4.41%) Data Structures
9 23 (2.98%) Management Information System
10 20 (2.59%) Analytical Mindset
11 18 (2.33%) Data Centre
12 17 (2.20%) Greenfield Project
13 13 (1.69%) Social Media
13 13 (1.69%) Social Network
14 12 (1.56%) Life Science
15 10 (1.30%) Hedge funds
16 8 (1.04%) Cyberthreat
16 8 (1.04%) Digital Media
16 8 (1.04%) iPad
16 8 (1.04%) Robotics
Operating Systems
1 60 (7.78%) Linux
2 43 (5.58%) Windows
3 20 (2.59%) Windows 10
4 15 (1.95%) Android
4 15 (1.95%) Unix
5 12 (1.56%) Apple iOS
6 4 (0.52%) Mac OS X
7 3 (0.39%) Debian
8 1 (0.13%) CentOS
8 1 (0.13%) Red Hat Enterprise Linux
8 1 (0.13%) Windows Server
Processes & Methodologies
1 771 (100.00%) Visualisation
2 356 (46.17%) Business Intelligence
3 350 (45.40%) Analytics
4 171 (22.18%) Data Science
5 165 (21.40%) Machine Learning
6 159 (20.62%) Agile Software Development
7 152 (19.71%) ETL
8 125 (16.21%) Data Analytics
9 106 (13.75%) Statistics
10 100 (12.97%) Mathematics
11 94 (12.19%) Problem-Solving
12 90 (11.67%) Data Analysis
13 82 (10.64%) Data Modelling
14 80 (10.38%) Stakeholder Management
15 73 (9.47%) Front End Development
16 63 (8.17%) Decision-Making
17 61 (7.91%) Artificial Intelligence
18 53 (6.87%) CRM
18 53 (6.87%) Data Management
19 48 (6.23%) Scrum
Programming Languages
1 379 (49.16%) SQL
2 240 (31.13%) Python
3 137 (17.77%) R
4 130 (16.86%) JavaScript
5 103 (13.36%) Java
6 53 (6.87%) T-SQL
7 45 (5.84%) VBA
8 42 (5.45%) C#
9 35 (4.54%) Data Analysis Expressions (DAX)
9 35 (4.54%) Scala
10 33 (4.28%) C++
10 33 (4.28%) TypeScript
11 32 (4.15%) Ruby
12 25 (3.24%) PHP
13 23 (2.98%) Go
13 23 (2.98%) PowerShell
14 21 (2.72%) VB
15 15 (1.95%) Apex Code
15 15 (1.95%) MATLAB
16 14 (1.82%) Perl
Qualifications
1 217 (28.15%) Degree
2 29 (3.76%) PhD
3 27 (3.50%) Computer Science Degree
4 25 (3.24%) Numerate Degree
5 16 (2.08%) TOGAF Certification
6 10 (1.30%) Microsoft Certification
7 8 (1.04%) MCSD
7 8 (1.04%) Microsoft Certified Architect
8 6 (0.78%) SC Cleared
8 6 (0.78%) Security Cleared
9 4 (0.52%) ISEB
9 4 (0.52%) ISTQB
9 4 (0.52%) Master's Degree
9 4 (0.52%) MBA
10 3 (0.39%) CISA
10 3 (0.39%) Oracle Certification
11 1 (0.13%) Postgraduate
Quality Assurance & Compliance
1 50 (6.49%) Data Quality
2 43 (5.58%) QA
3 15 (1.95%) GDPR
4 9 (1.17%) Solvency II
5 6 (0.78%) Actionable Recommendations
6 5 (0.65%) Dodd-Frank
6 5 (0.65%) FATCA
6 5 (0.65%) IFRS
6 5 (0.65%) IFRS 9
6 5 (0.65%) PMO
7 4 (0.52%) GCP
7 4 (0.52%) SLA
8 2 (0.26%) MiFID
9 1 (0.13%) CRD IV
9 1 (0.13%) EMIR
9 1 (0.13%) Section 508
9 1 (0.13%) Val IT
System Software
1 41 (5.32%) HDFS
2 35 (4.54%) Docker
3 6 (0.78%) Apache Flume
4 4 (0.52%) Apache ZooKeeper
4 4 (0.52%) Virtual Machines
5 1 (0.13%) NFS
Systems Management
1 14 (1.82%) Ambari
2 11 (1.43%) Kibana
3 8 (1.04%) Puppet
3 8 (1.04%) Single Sign-On
4 6 (0.78%) Terraform
5 5 (0.65%) Kubernetes
5 5 (0.65%) Nagios
5 5 (0.65%) ZABBIX
6 3 (0.39%) Ansible
7 2 (0.26%) Oozie
7 2 (0.26%) Opscode Chef
8 1 (0.13%) Fluentd
8 1 (0.13%) Grafana
8 1 (0.13%) Graphite
8 1 (0.13%) Hadoop YARN
8 1 (0.13%) Mesos
8 1 (0.13%) Rancher
8 1 (0.13%) Salt
8 1 (0.13%) systemd
8 1 (0.13%) Zipkin
Vendors
1 305 (39.56%) Tableau
2 150 (19.46%) Microsoft
3 89 (11.54%) Oracle
4 55 (7.13%) Google
5 49 (6.36%) Alteryx
6 39 (5.06%) Adobe
7 38 (4.93%) Salesforce.com
8 31 (4.02%) Cognos
9 23 (2.98%) IBM
9 23 (2.98%) SAP
9 23 (2.98%) WorldPay
10 22 (2.85%) MicroStrategy
10 22 (2.85%) Vertica
11 21 (2.72%) Cisco
12 20 (2.59%) Talend
13 16 (2.08%) Cloudera
14 15 (1.95%) Informatica
14 15 (1.95%) Teradata
15 11 (1.43%) Hortonworks
16 8 (1.04%) MapR