Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 175 197 211
Rank change year-on-year +22 +14 +60
Permanent jobs citing Visualisation 1480 1291 1440
As % of all permanent IT jobs advertised in London 1.96% 1.70% 1.61%
As % of the Processes & Methodologies category 2.14% 1.87% 1.80%
Number of salaries quoted 1167 1033 1172
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -4.17%
10th Percentile £35,750 £38,750 £35,000
90th Percentile £92,500 £102,500 £85,000
England median annual salary £50,964 £55,000 £50,000
% change year-on-year -7.34% +10.00% -

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 69199 68947 80041
As % of all permanent IT jobs advertised in London 91.63% 90.62% 89.54%
Number of salaries quoted 53178 59332 67406
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,750
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Visualisation
Job Vacancy Trend in London

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

Job vacancy trend for Visualisation in London

Visualisation
Salary Trend in London

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

Salary trend for Visualisation in London

Visualisation
Salary Histogram in London

The salary distribution of IT jobs citing Visualisation in London over the 6 months to 17 November 2017.

Salary histogram for Visualisation in London

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 Visualisation within the London region over the 6 months to 17 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
Central London +7 246 £60,000 - 26
West London +60 66 £42,500 -19.05% 7
East London +4 19 £42,500 -34.62% 3
South London -8 8 £82,500 +70.10% 1
Visualisation
England

For the 6 months to 17 November 2017, IT jobs citing 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 London region with a requirement for Visualisation.

1 803 (54.26%) Data Visualisation
2 733 (49.53%) Analytics
3 731 (49.39%) SQL
4 632 (42.70%) Business Intelligence
5 588 (39.73%) Tableau
6 447 (30.20%) Finance
7 397 (26.82%) Degree
8 382 (25.81%) Python
9 373 (25.20%) Analytical Skills
10 363 (24.53%) Data Warehouse
11 357 (24.12%) SQL Server
12 352 (23.78%) Agile Software Development
13 346 (23.38%) Microsoft
14 321 (21.69%) ETL
15 279 (18.85%) Big Data
15 279 (18.85%) Computer Science
16 253 (17.09%) R
17 251 (16.96%) QlikView
17 251 (16.96%) JavaScript
18 250 (16.89%) Power BI
19 245 (16.55%) Marketing
20 224 (15.14%) HTML
21 221 (14.93%) Data Analytics
22 211 (14.26%) Data Modelling
23 209 (14.12%) Machine Learning
24 199 (13.45%) Hadoop
25 195 (13.18%) Microsoft Excel
26 194 (13.11%) CSS
27 193 (13.04%) Mathematics
28 192 (12.97%) Data Analysis

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
1 163 (11.01%) Apache Spark
2 148 (10.00%) SAS
3 28 (1.89%) Apache
4 22 (1.49%) Confluence
5 21 (1.42%) Elasticsearch
6 20 (1.35%) Apache Pig
7 16 (1.08%) CMS
8 11 (0.74%) SharePoint
9 8 (0.54%) Apache Solr
10 7 (0.47%) IIS
10 7 (0.47%) Moodle
11 6 (0.41%) BizTalk Server
12 5 (0.34%) GeoServer
12 5 (0.34%) WordPress
13 3 (0.20%) MS Exchange
13 3 (0.20%) Oracle SOA Suite
14 2 (0.14%) ArcGIS
14 2 (0.14%) JBoss
14 2 (0.14%) Smallworld
14 2 (0.14%) Tomcat
Applications
1 195 (13.18%) Microsoft Excel
2 63 (4.26%) SPSS
3 56 (3.78%) Microsoft PowerPoint
4 44 (2.97%) Adobe Creative Suite
4 44 (2.97%) Microsoft Office
5 34 (2.30%) MS Visio
6 23 (1.55%) Photoshop
7 15 (1.01%) Adobe Illustrator
8 8 (0.54%) Chatbot
9 7 (0.47%) InVision
10 5 (0.34%) Spreadsheet
11 4 (0.27%) Adobe Premiere
11 4 (0.27%) CINEMA 4D
11 4 (0.27%) InDesign
12 3 (0.20%) Adobe After Effects
13 2 (0.14%) Maya
13 2 (0.14%) Stata
14 1 (0.068%) AutoCAD
14 1 (0.068%) Microsoft Project
14 1 (0.068%) SOLIDWORKS
Business Applications
1 7 (0.47%) WebTrends
2 6 (0.41%) Revive Adserver
3 5 (0.34%) Actimize
3 5 (0.34%) Oracle AML
4 4 (0.27%) Adobe Campaign
5 3 (0.20%) Cognos Business Intelligence
5 3 (0.20%) Dynamics CRM
6 2 (0.14%) Exchequer
6 2 (0.14%) FastStats
6 2 (0.14%) Markit EDM
6 2 (0.14%) SAP FSCM
6 2 (0.14%) SAP PM
7 1 (0.068%) Dynamics NAV
7 1 (0.068%) Raiser's Edge
7 1 (0.068%) Salesforce.com CRM
7 1 (0.068%) SAP S/4HANA
Cloud Services
1 180 (12.16%) Microsoft Azure
2 167 (11.28%) Amazon AWS
3 57 (3.85%) Google Analytics
4 44 (2.97%) Google Cloud Platform
5 39 (2.64%) SaaS
6 32 (2.16%) Adobe Analytics
7 31 (2.09%) Azure Data Factory
7 31 (2.09%) Azure Machine Learning
8 18 (1.22%) Amazon EC2
9 17 (1.15%) GitHub
10 12 (0.81%) Amazon S3
10 12 (0.81%) Virtual Private Cloud
11 10 (0.68%) PaaS
12 9 (0.61%) IaaS
13 8 (0.54%) Amazon Kinesis
13 8 (0.54%) Cloud Computing
13 8 (0.54%) Google Tag Manager
14 7 (0.47%) OpenShift
15 6 (0.41%) Amazon EMR
16 5 (0.34%) Office 365
Communications & Networking
1 35 (2.36%) Network Security
2 8 (0.54%) Kerberos
2 8 (0.54%) SSL
2 8 (0.54%) VoIP
2 8 (0.54%) Wireless
3 7 (0.47%) Internet
4 4 (0.27%) LAN
4 4 (0.27%) WAN
5 2 (0.14%) Broadband
5 2 (0.14%) DMZ
5 2 (0.14%) DNS
5 2 (0.14%) Firewall
5 2 (0.14%) HTTP
5 2 (0.14%) IPv4
5 2 (0.14%) NAS
5 2 (0.14%) SAN
5 2 (0.14%) VLAN
5 2 (0.14%) VPN
6 1 (0.068%) Cisco ASA
6 1 (0.068%) CTI
Database & Business Intelligence
1 363 (24.53%) Data Warehouse
2 357 (24.12%) SQL Server
3 279 (18.85%) Big Data
4 251 (16.96%) QlikView
5 250 (16.89%) Power BI
6 199 (13.45%) Hadoop
7 188 (12.70%) SQL Server Reporting Services
8 172 (11.62%) SQL Server Integration Services
9 167 (11.28%) NoSQL
10 119 (8.04%) SQL Server Analysis Services
11 102 (6.89%) MongoDB
12 92 (6.22%) Spotfire
13 72 (4.86%) Data Mining
14 71 (4.80%) BusinessObjects
15 61 (4.12%) Amazon Redshift
16 53 (3.58%) Apache Hive
16 53 (3.58%) PostgreSQL
17 49 (3.31%) MySQL
18 48 (3.24%) Relational Database
18 48 (3.24%) SQL Server 2016
Development Applications
1 45 (3.04%) JIRA
2 42 (2.84%) Git (software)
3 39 (2.64%) Team Foundation Server
4 35 (2.36%) Talend Open Studio
5 32 (2.16%) SQL Server Management Studio (SSMS)
6 31 (2.09%) Subversion
7 30 (2.03%) RStudio
8 23 (1.55%) Jenkins
8 23 (1.55%) Visual Studio
9 14 (0.95%) ERwin
9 14 (0.95%) Mocha
10 12 (0.81%) Vagrant
11 10 (0.68%) webpack
12 9 (0.61%) Jasmine
13 8 (0.54%) Grunt
14 7 (0.47%) Balsamiq Mockups
14 7 (0.47%) gulp
15 5 (0.34%) Selenium
16 4 (0.27%) Axure RP
16 4 (0.27%) Cucumber
General
1 447 (30.20%) Finance
2 245 (16.55%) Marketing
3 188 (12.70%) Banking
4 78 (5.27%) Retail
5 53 (3.58%) Legal
6 48 (3.24%) Investment Banking
7 40 (2.70%) Retail Banking
7 40 (2.70%) Telecoms
8 33 (2.23%) Front Office
9 31 (2.09%) Publishing
10 28 (1.89%) Advertising
10 28 (1.89%) Games
11 25 (1.69%) Law
12 24 (1.62%) Private Banking
13 22 (1.49%) Manufacturing
14 18 (1.22%) Pharmaceutical
15 16 (1.08%) Financial Institution
16 12 (0.81%) Automotive
16 12 (0.81%) Electronics
17 10 (0.68%) Aerospace
Job Titles
1 388 (26.22%) Developer
2 334 (22.57%) Analyst
3 133 (8.99%) Consultant
4 129 (8.72%) Data Analyst
5 121 (8.18%) Data Scientist
6 117 (7.91%) Business Intelligence Developer
7 99 (6.69%) Business Intelligence Analyst
8 97 (6.55%) Architect
9 79 (5.34%) Designer
10 62 (4.19%) Business Intelligence Consultant
11 61 (4.12%) Business Intelligence Lead
12 54 (3.65%) C# Developer
12 54 (3.65%) SQL Analyst
13 53 (3.58%) Financial Analyst
14 49 (3.31%) JavaScript Developer
15 48 (3.24%) Analytics Manager
16 46 (3.11%) Data Architect
16 46 (3.11%) Data Manager
17 45 (3.04%) Senior Developer
18 42 (2.84%) Business Analyst
Libraries, Frameworks & Software Standards
1 224 (15.14%) HTML
2 194 (13.11%) CSS
3 99 (6.69%) D3.js
4 96 (6.49%) AngularJS
5 95 (6.42%) .NET
6 86 (5.81%) React
7 74 (5.00%) HTML5
8 72 (4.86%) Web Services
9 49 (3.31%) Kafka
10 47 (3.18%) RESTful
11 42 (2.84%) Twitter Bootstrap
12 40 (2.70%) CSS3
13 39 (2.64%) Node.js
14 36 (2.43%) KnockoutJS
15 34 (2.30%) jQuery
15 34 (2.30%) WCF
16 31 (2.09%) ASP.NET Web API
16 31 (2.09%) Kendo UI
17 30 (2.03%) MDX
17 30 (2.03%) XML
Miscellaneous
1 373 (25.20%) Analytical Skills
2 279 (18.85%) Computer Science
3 122 (8.24%) User Experience
4 104 (7.03%) Management Information System
5 88 (5.95%) Algorithms
6 50 (3.38%) Data Structures
7 49 (3.31%) Fintech
8 45 (3.04%) Graphic Design
9 33 (2.23%) Credit Risk
10 24 (1.62%) Social Media
11 20 (1.35%) Greenfield Project
12 19 (1.28%) Data Centre
12 19 (1.28%) Social Network
13 17 (1.15%) Taxonomies
14 15 (1.01%) Enterprise Software
15 14 (0.95%) Animation
15 14 (0.95%) Mobile App
15 14 (0.95%) PMI
16 13 (0.88%) Cyber Attack
16 13 (0.88%) Hedge funds
Operating Systems
1 72 (4.86%) Linux
2 43 (2.91%) Unix
3 34 (2.30%) Windows
4 21 (1.42%) Android
5 20 (1.35%) Apple iOS
6 7 (0.47%) Windows Server
7 6 (0.41%) CentOS
7 6 (0.41%) Mac OS X
7 6 (0.41%) Red Hat Enterprise Linux
8 2 (0.14%) Ubuntu
9 1 (0.068%) Windows Server 2003
9 1 (0.068%) Windows Server 2008
9 1 (0.068%) Windows Server 2012
Processes & Methodologies
1 803 (54.26%) Data Visualisation
2 733 (49.53%) Analytics
3 632 (42.70%) Business Intelligence
4 352 (23.78%) Agile Software Development
5 321 (21.69%) ETL
6 221 (14.93%) Data Analytics
7 211 (14.26%) Data Modelling
8 209 (14.12%) Machine Learning
9 193 (13.04%) Mathematics
10 192 (12.97%) Data Analysis
11 178 (12.03%) Data Management
12 156 (10.54%) Scrum
12 156 (10.54%) Statistics
13 124 (8.38%) Stakeholder Management
14 107 (7.23%) Mentoring
15 98 (6.62%) Business Analytics
16 97 (6.55%) Actionable Insight
17 96 (6.49%) Business Analysis
17 96 (6.49%) Project Management
18 82 (5.54%) SDLC
Programming Languages
1 731 (49.39%) SQL
2 382 (25.81%) Python
3 253 (17.09%) R
4 251 (16.96%) JavaScript
5 167 (11.28%) Java
6 123 (8.31%) T-SQL
7 95 (6.42%) C#
8 80 (5.41%) Scala
9 68 (4.59%) VBA
10 41 (2.77%) PHP
11 37 (2.50%) Ruby
12 33 (2.23%) C++
13 20 (1.35%) ES6
14 19 (1.28%) C
14 19 (1.28%) VB
15 15 (1.01%) MATLAB
15 15 (1.01%) PL/SQL
16 13 (0.88%) TypeScript
17 9 (0.61%) Data Analysis Expressions (DAX)
18 8 (0.54%) Perl
Qualifications
1 397 (26.82%) Degree
2 106 (7.16%) Computer Science Degree
3 38 (2.57%) Numerate Degree
4 30 (2.03%) Security Cleared
5 25 (1.69%) PhD
5 25 (1.69%) SC Cleared
6 17 (1.15%) Master's Degree
7 14 (0.95%) PMI Certification
8 13 (0.88%) CREST Certified
8 13 (0.88%) GCIH
8 13 (0.88%) GIAC
9 11 (0.74%) PMP
10 9 (0.61%) ITIL Certification
10 9 (0.61%) MBA
11 7 (0.47%) CTC Cleared
11 7 (0.47%) Microsoft Certification
12 6 (0.41%) PRINCE2 Practitioner
13 5 (0.34%) Cisco Certification
13 5 (0.34%) Postgraduate
13 5 (0.34%) Six Sigma Master Black Belt
Quality Assurance & Compliance
1 156 (10.54%) Data Quality
2 38 (2.57%) GDPR
3 27 (1.82%) QA
4 16 (1.08%) GCP
5 10 (0.68%) MiFID
6 8 (0.54%) CRD IV
6 8 (0.54%) EMIR
6 8 (0.54%) ISO/IEC 27001
7 6 (0.41%) SLA
8 5 (0.34%) Actionable Recommendations
8 5 (0.34%) NEBOSH
9 4 (0.27%) PMO
10 3 (0.20%) FATCA
11 2 (0.14%) PSD2
12 1 (0.068%) ISO 14001
12 1 (0.068%) PCI DSS
12 1 (0.068%) Solvency II
12 1 (0.068%) WCAG
System Software
1 30 (2.03%) Docker
2 16 (1.08%) HDFS
3 9 (0.61%) Apache Flume
4 7 (0.47%) Apache ZooKeeper
4 7 (0.47%) VMware Infrastructure
5 6 (0.41%) Active Directory
6 2 (0.14%) Hyper-V
6 2 (0.14%) Shibboleth
7 1 (0.068%) GridGain
Systems Management
1 21 (1.42%) Puppet
2 18 (1.22%) Terraform
3 13 (0.88%) Kibana
4 12 (0.81%) Ansible
4 12 (0.81%) Nagios
4 12 (0.81%) ZABBIX
5 7 (0.47%) Kubernetes
6 6 (0.41%) Opscode Chef
6 6 (0.41%) Red Hat Satellite
6 6 (0.41%) Red Hat Spacewalk
7 5 (0.34%) Mesos
8 4 (0.27%) Jamf Pro
8 4 (0.27%) Marathon
9 3 (0.20%) Hadoop YARN
10 2 (0.14%) Ambari
10 2 (0.14%) Grafana
10 2 (0.14%) Oozie
10 2 (0.14%) Prometheus
10 2 (0.14%) Rundeck
11 1 (0.068%) logstash
Vendors
1 588 (39.73%) Tableau
2 346 (23.38%) Microsoft
3 175 (11.82%) Oracle
4 115 (7.77%) Google
5 96 (6.49%) Adobe
6 85 (5.74%) SAP
7 59 (3.99%) Alteryx
8 40 (2.70%) Cloudera
9 35 (2.36%) Talend
10 34 (2.30%) Teradata
11 31 (2.09%) IBM
12 29 (1.96%) Hortonworks
13 27 (1.82%) MapR
13 27 (1.82%) MicroStrategy
14 26 (1.76%) Informatica
15 21 (1.42%) Salesforce.com
16 20 (1.35%) Cognos
17 19 (1.28%) Atlassian
17 19 (1.28%) Birst
17 19 (1.28%) Vertica