Period
to 20 February 2019

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 20 February 2019 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 155 168 180
Rank change year-on-year +13 +12 +19
Permanent jobs citing Visualisation 1,413 1,426 1,331
As % of all permanent IT jobs advertised in London 2.25% 2.02% 1.91%
As % of the Processes & Methodologies category 2.44% 2.18% 2.08%
Number of salaries quoted 1,076 1,129 1,099
London median annual salary £60,000 £60,000 £60,000
10th Percentile £41,250 £37,500 £37,500
90th Percentile £90,000 £92,500 £95,000
England median annual salary £52,500 £53,986 £52,500
% change year-on-year -2.75% +2.83% -

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 57,859 65,523 64,120
As % of all permanent IT jobs advertised in London 92.12% 93.03% 92.07%
Number of salaries quoted 46,684 53,616 54,359
London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +9.09%
10th Percentile £35,000 £35,000 £33,750
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 20 February 2019.

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 20 February 2019. 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 +42 264 £57,500 -4.17% 75
West London +19 55 £45,000 - 27
South London +2 24 £57,500 -11.54% 3
East London +16 13 £95,000 +46.15% 22
North London +25 4 £51,000 +36.00% 2
Visualisation
England

For the 6 months to 20 February 2019, IT jobs citing 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 Visualisation.

1 783 (55.41%) SQL
2 770 (54.49%) Data Visualisation
3 700 (49.54%) Analytics
4 612 (43.31%) Business Intelligence
5 593 (41.97%) Tableau
6 580 (41.05%) Python
7 411 (29.09%) Power BI
8 398 (28.17%) Agile Software Development
9 373 (26.40%) Data Science
10 370 (26.19%) Data Warehouse
11 355 (25.12%) Finance
12 344 (24.35%) Analytical Skills
13 333 (23.57%) SQL Server
14 319 (22.58%) Machine Learning
15 316 (22.36%) ETL
16 275 (19.46%) R
17 260 (18.40%) Big Data
18 259 (18.33%) Data Analysis
19 250 (17.69%) Data Analytics
20 247 (17.48%) Microsoft Azure
21 244 (17.27%) Microsoft
22 242 (17.13%) Degree
23 230 (16.28%) SQL Server Integration Services
24 228 (16.14%) Java
25 225 (15.92%) Data Modelling
26 218 (15.43%) QlikView
27 213 (15.07%) Microsoft Excel
28 201 (14.23%) Problem-Solving
29 195 (13.80%) JavaScript
30 192 (13.59%) Apache Spark

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
1 192 (13.59%) Apache Spark
2 106 (7.50%) SAS
3 60 (4.25%) Elasticsearch
4 42 (2.97%) Apache
4 42 (2.97%) SharePoint
5 16 (1.13%) GlassFish
5 16 (1.13%) Tomcat
6 15 (1.06%) Marvel
7 12 (0.85%) Apache Solr
8 10 (0.71%) CMS
8 10 (0.71%) Jupyter
8 10 (0.71%) WordPress
9 9 (0.64%) Apache Airflow
9 9 (0.64%) Apache Pig
9 9 (0.64%) Confluence
10 8 (0.57%) Drupal
11 6 (0.42%) ArcGIS
11 6 (0.42%) EPiServer
11 6 (0.42%) IIS
11 6 (0.42%) Umbraco
Applications
1 213 (15.07%) Microsoft Excel
2 49 (3.47%) SPSS
3 40 (2.83%) Adobe Creative Suite
4 28 (1.98%) Microsoft Office
5 24 (1.70%) Microsoft PowerPoint
6 20 (1.42%) InVision
7 18 (1.27%) Adobe Illustrator
7 18 (1.27%) Photoshop
8 16 (1.13%) Adobe After Effects
9 11 (0.78%) Flinto
10 9 (0.64%) MS Visio
11 5 (0.35%) Spreadsheet
12 4 (0.28%) OmniGraffle
12 4 (0.28%) Stata
13 3 (0.21%) Microsoft Project
14 2 (0.14%) 3ds Max
14 2 (0.14%) Chatbot
14 2 (0.14%) UXPin
15 1 (0.071%) MicroStation
15 1 (0.071%) SketchUp
Business Applications
1 9 (0.64%) Oracle Payables
1 9 (0.64%) Oracle Receivables
2 6 (0.42%) Dynamics CRM
3 5 (0.35%) SAP Hybris
4 4 (0.28%) Actimize
4 4 (0.28%) Cognos Business Intelligence
4 4 (0.28%) SAP ERP
5 3 (0.21%) Infor SunSystems
5 3 (0.21%) NetSuite
5 3 (0.21%) Raiser's Edge
6 2 (0.14%) SAP Business One
6 2 (0.14%) WebTrends
7 1 (0.071%) Cognos Planning
7 1 (0.071%) Cognos TM1
7 1 (0.071%) SAP MII
7 1 (0.071%) SAP S/4HANA
7 1 (0.071%) Unica
7 1 (0.071%) Workday HCM
Cloud Services
1 247 (17.48%) Microsoft Azure
2 183 (12.95%) Amazon AWS
3 80 (5.66%) Google Cloud Platform
4 59 (4.18%) PaaS
5 41 (2.90%) Azure Data Factory
6 34 (2.41%) Google Analytics
7 31 (2.19%) SaaS
8 30 (2.12%) GitHub
9 23 (1.63%) Cloud Computing
9 23 (1.63%) Dynamics 365
10 22 (1.56%) Office 365
11 21 (1.49%) Data Lake Analytics
12 19 (1.34%) Serverless
13 15 (1.06%) Azure Machine Learning
14 14 (0.99%) Adobe Analytics
15 13 (0.92%) Amazon S3
16 12 (0.85%) Google Tag Manager
17 11 (0.78%) AWS Lambda
17 11 (0.78%) npm
18 9 (0.64%) IaaS
Communications & Networking
1 11 (0.78%) HTTP
2 8 (0.57%) Intranet
3 7 (0.50%) Unified Communications
4 5 (0.35%) Firewall
5 4 (0.28%) Asterisk PBX
5 4 (0.28%) Cisco ASA
5 4 (0.28%) Cisco IOS
5 4 (0.28%) Cisco Nexus
5 4 (0.28%) MPLS
5 4 (0.28%) Network Security
5 4 (0.28%) NX-OS
5 4 (0.28%) VPLS
5 4 (0.28%) Wireless
6 3 (0.21%) Broadband
6 3 (0.21%) PBX
6 3 (0.21%) VoIP
6 3 (0.21%) Wi-Fi
7 2 (0.14%) DNS
7 2 (0.14%) VPN
8 1 (0.071%) CTI
Database & Business Intelligence
1 411 (29.09%) Power BI
2 370 (26.19%) Data Warehouse
3 333 (23.57%) SQL Server
4 260 (18.40%) Big Data
5 230 (16.28%) SQL Server Integration Services
6 218 (15.43%) QlikView
7 189 (13.38%) Hadoop
8 185 (13.09%) SQL Server Reporting Services
9 182 (12.88%) SQL Server Analysis Services
10 115 (8.14%) NoSQL
11 111 (7.86%) Data Mining
12 94 (6.65%) Relational Database
13 89 (6.30%) Apache Hive
14 88 (6.23%) Data Lake
15 71 (5.02%) Amazon Redshift
16 59 (4.18%) BusinessObjects
17 56 (3.96%) MongoDB
18 55 (3.89%) PostgreSQL
19 51 (3.61%) MySQL
20 50 (3.54%) SQL Server 2016
Development Applications
1 116 (8.21%) Git (software)
2 60 (4.25%) Jenkins
3 33 (2.34%) JIRA
3 33 (2.34%) Visual Studio
4 32 (2.26%) Subversion
5 28 (1.98%) Maven
6 27 (1.91%) Gradle
7 22 (1.56%) Visual Studio Team System
8 21 (1.49%) Ant
9 18 (1.27%) ER Studio
10 17 (1.20%) Axure RP
11 16 (1.13%) ERwin
12 14 (0.99%) SQL Server Management Studio (SSMS)
13 13 (0.92%) Team Foundation Server
14 11 (0.78%) Atlassian Bamboo
15 10 (0.71%) Vagrant
16 8 (0.57%) TeamCity
16 8 (0.57%) webpack
17 7 (0.50%) Grunt
17 7 (0.50%) Jasmine
General
1 355 (25.12%) Finance
2 112 (7.93%) Banking
3 87 (6.16%) Marketing
4 56 (3.96%) Retail
4 56 (3.96%) Telecoms
5 55 (3.89%) Investment Banking
6 30 (2.12%) Manufacturing
7 28 (1.98%) Advertising
8 21 (1.49%) Games
9 18 (1.27%) Back Office
10 17 (1.20%) Pharmaceutical
11 16 (1.13%) Electronics
11 16 (1.13%) Publishing
12 15 (1.06%) Legal
13 14 (0.99%) Digital Economy
13 14 (0.99%) Law
14 12 (0.85%) Financial Institution
15 8 (0.57%) Front Office
16 7 (0.50%) Aerospace
17 6 (0.42%) Military
Job Titles
1 348 (24.63%) Developer
2 312 (22.08%) Analyst
3 197 (13.94%) Data Analyst
4 135 (9.55%) Consultant
5 129 (9.13%) Data Scientist
6 124 (8.78%) Data Engineer
7 118 (8.35%) Architect
8 106 (7.50%) Business Intelligence Developer
9 93 (6.58%) Senior Analyst
10 86 (6.09%) Data Architect
11 82 (5.80%) SQL Developer
12 75 (5.31%) Business Intelligence Analyst
13 74 (5.24%) Designer
14 70 (4.95%) Data Manager
15 59 (4.18%) Senior Data Analyst
16 58 (4.10%) Senior Developer
17 57 (4.03%) Data Consultant
18 43 (3.04%) Software Engineer
19 42 (2.97%) SQL BI Developer
20 41 (2.90%) SQL Analyst
Libraries, Frameworks & Software Standards
1 154 (10.90%) HTML
2 148 (10.47%) CSS
3 70 (4.95%) AngularJS
4 67 (4.74%) Natural Language Processing
5 63 (4.46%) D3.js
6 60 (4.25%) JSON
7 56 (3.96%) XML
8 53 (3.75%) HTML5
8 53 (3.75%) React
9 51 (3.61%) .NET
10 48 (3.40%) Kafka
10 48 (3.40%) TensorFlow
11 47 (3.33%) scikit-learn
12 44 (3.11%) Web Services
13 42 (2.97%) CSS3
14 37 (2.62%) REST
15 32 (2.26%) Pandas
16 31 (2.19%) SciPy
17 30 (2.12%) MDX
18 29 (2.05%) Node.js
Miscellaneous
1 344 (24.35%) Analytical Skills
2 103 (7.29%) User Experience
3 86 (6.09%) Algorithms
4 83 (5.87%) Data Structures
5 72 (5.10%) Fintech
6 60 (4.25%) Mobile App
7 38 (2.69%) Management Information System
8 37 (2.62%) Social Media
9 34 (2.41%) Self-Motivation
10 32 (2.26%) Greenfield Project
11 27 (1.91%) Virtual Team
12 24 (1.70%) Graphic Design
13 23 (1.63%) Animation
14 18 (1.27%) Credit Risk
15 16 (1.13%) Linked Data
16 15 (1.06%) Enterprise Software
17 14 (0.99%) Cloud Native
17 14 (0.99%) Hedge funds
18 13 (0.92%) Blog
18 13 (0.92%) Semantic Web
Operating Systems
1 78 (5.52%) Linux
2 44 (3.11%) Windows
3 39 (2.76%) Apple iOS
4 25 (1.77%) Android
5 11 (0.78%) Unix
6 9 (0.64%) Mac OS X
6 9 (0.64%) Windows 10
7 5 (0.35%) CentOS
7 5 (0.35%) Red Hat Enterprise Linux
7 5 (0.35%) Ubuntu
8 4 (0.28%) Oracle Linux
8 4 (0.28%) Windows Server 2003
8 4 (0.28%) Windows Server 2008
9 1 (0.071%) DC/OS
Processes & Methodologies
1 770 (54.49%) Data Visualisation
2 700 (49.54%) Analytics
3 612 (43.31%) Business Intelligence
4 398 (28.17%) Agile Software Development
5 373 (26.40%) Data Science
6 319 (22.58%) Machine Learning
7 316 (22.36%) ETL
8 259 (18.33%) Data Analysis
9 250 (17.69%) Data Analytics
10 225 (15.92%) Data Modelling
11 201 (14.23%) Problem-Solving
12 149 (10.54%) Software Engineering
13 145 (10.26%) Artificial Intelligence
14 138 (9.77%) Mathematics
15 126 (8.92%) Data Management
16 125 (8.85%) Statistics
17 120 (8.49%) Mentoring
18 119 (8.42%) Decision-Making
19 117 (8.28%) Computer Science
20 105 (7.43%) Dashboard Development
Programming Languages
1 783 (55.41%) SQL
2 580 (41.05%) Python
3 275 (19.46%) R
4 228 (16.14%) Java
5 195 (13.80%) JavaScript
6 149 (10.54%) T-SQL
7 122 (8.63%) C#
8 120 (8.49%) Scala
9 79 (5.59%) C++
10 64 (4.53%) VBA
11 56 (3.96%) C
12 47 (3.33%) PHP
13 43 (3.04%) PowerShell
14 37 (2.62%) Go
15 36 (2.55%) Data Analysis Expressions (DAX)
16 24 (1.70%) Ruby
17 21 (1.49%) VB
18 18 (1.27%) TypeScript
19 17 (1.20%) Apple Swift
19 17 (1.20%) Objective-C
Qualifications
1 242 (17.13%) Degree
2 51 (3.61%) Security Cleared
3 42 (2.97%) PhD
4 23 (1.63%) SC Cleared
5 22 (1.56%) Computer Science Degree
6 19 (1.34%) DV Cleared
6 19 (1.34%) Numerate Degree
7 16 (1.13%) Master's Degree
8 11 (0.78%) Microsoft Certification
9 9 (0.64%) MCDBA
9 9 (0.64%) PMI Certification
10 8 (0.57%) CISA
11 5 (0.35%) MCP
11 5 (0.35%) MCSE
11 5 (0.35%) TOGAF Certification
12 4 (0.28%) CCAB
12 4 (0.28%) DBS Check
12 4 (0.28%) MCAD
12 4 (0.28%) MCSD
12 4 (0.28%) Postgraduate
Quality Assurance & Compliance
1 162 (11.46%) Data Quality
2 54 (3.82%) QA
3 34 (2.41%) GDPR
4 16 (1.13%) IFRS
4 16 (1.13%) Solvency II
5 14 (0.99%) Dodd-Frank
6 10 (0.71%) IFRS 9
7 8 (0.57%) FATCA
8 5 (0.35%) ISO/IEC 27001
9 4 (0.28%) PCI DSS
10 2 (0.14%) Actionable Recommendations
10 2 (0.14%) MiFID
11 1 (0.071%) ISO 14001
11 1 (0.071%) ISO 9001
11 1 (0.071%) SLA
System Software
1 65 (4.60%) Docker
2 20 (1.42%) HDFS
3 8 (0.57%) VirtualBox
4 6 (0.42%) Apache Flume
5 5 (0.35%) Active Directory
5 5 (0.35%) Varnish
5 5 (0.35%) VMware Infrastructure
6 1 (0.071%) vCloud
6 1 (0.071%) VMware ESXi
6 1 (0.071%) VMware NSX
6 1 (0.071%) vSphere
Systems Management
1 34 (2.41%) Oozie
2 27 (1.91%) Terraform
3 25 (1.77%) Kubernetes
4 21 (1.49%) Opscode Chef
5 18 (1.27%) Ansible
6 13 (0.92%) Kibana
7 11 (0.78%) Puppet
8 9 (0.64%) Docker Swarm
9 4 (0.28%) Cisco CUCM
9 4 (0.28%) Cisco UCCX
9 4 (0.28%) Control-M
10 3 (0.21%) EMC NetWorker
10 3 (0.21%) Grafana
11 2 (0.14%) Ambari
11 2 (0.14%) Consul
11 2 (0.14%) Hadoop YARN
11 2 (0.14%) Salt
12 1 (0.071%) vCenter Server
12 1 (0.071%) vRealize
12 1 (0.071%) ZABBIX
Vendors
1 593 (41.97%) Tableau
2 244 (17.27%) Microsoft
3 114 (8.07%) Oracle
4 95 (6.72%) Google
5 79 (5.59%) SAP
6 74 (5.24%) Adobe
7 69 (4.88%) Alteryx
8 28 (1.98%) Informatica
9 23 (1.63%) IBM
10 21 (1.49%) Cognos
11 19 (1.34%) Databricks
12 18 (1.27%) WorldPay
13 17 (1.20%) MicroStrategy
14 16 (1.13%) Teradata
15 14 (0.99%) Cloudera
15 14 (0.99%) Talend
16 13 (0.92%) Hortonworks
17 12 (0.85%) Tealium
18 11 (0.78%) IDERA
19 10 (0.71%) Mapbox