Period
to 22 September 2018

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

Visualization
England > London
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 162 175 198
Rank change year-on-year +13 +23 +25
Permanent jobs citing Visualisation 1,512 1,561 1,399
As % of all permanent IT jobs advertised in London 2.21% 2.08% 1.77%
As % of the Processes & Methodologies category 2.41% 2.25% 1.92%
Number of salaries quoted 1,086 1,220 1,149
London median annual salary £60,000 £60,000 £60,000
10th Percentile £37,625 £36,250 £40,000
90th Percentile £95,000 £95,000 £100,000
England median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +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 62,732 69,489 72,827
As % of all permanent IT jobs advertised in London 91.71% 92.77% 92.18%
Number of salaries quoted 50,229 53,279 63,040
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,560
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,100 £50,000 £50,000
% change year-on-year +0.20% - +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 22 September 2018.

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 22 September 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 -24 229 £57,500 -8.00% 64
South London +55 60 £47,500 -54.76% 4
West London +6 48 £45,000 +12.50% 34
East London +29 45 £95,000 +153.33% 12
North London +5 3 £50,000 +17.65% 2
Visualisation
England

For the 6 months to 22 September 2018, 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.

1 795 (52.58%) Data Visualisation
2 710 (46.96%) SQL
3 685 (45.30%) Analytics
4 639 (42.26%) Business Intelligence
5 516 (34.13%) Tableau
6 483 (31.94%) Python
7 459 (30.36%) Finance
8 392 (25.93%) Agile Software Development
9 389 (25.73%) Analytical Skills
10 378 (25.00%) Power BI
11 346 (22.88%) Degree
12 333 (22.02%) Big Data
13 327 (21.63%) Data Science
14 321 (21.23%) SQL Server
15 288 (19.05%) Data Warehouse
16 284 (18.78%) Machine Learning
17 272 (17.99%) ETL
18 269 (17.79%) Microsoft
19 266 (17.59%) JavaScript
20 247 (16.34%) Data Analytics
21 240 (15.87%) SQL Server Integration Services
22 238 (15.74%) Data Modelling
23 236 (15.61%) Hadoop
24 229 (15.15%) Java
25 215 (14.22%) R
26 214 (14.15%) Problem-Solving
27 211 (13.96%) Computer Science
28 200 (13.23%) SQL Server Reporting Services
29 197 (13.03%) Data Analysis
30 190 (12.57%) Microsoft Excel

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
1 172 (11.38%) Apache Spark
2 103 (6.81%) SAS
3 64 (4.23%) Apache
4 35 (2.31%) Elasticsearch
5 21 (1.39%) CMS
6 19 (1.26%) WordPress
7 17 (1.12%) SharePoint
8 16 (1.06%) Marvel
9 15 (0.99%) Confluence
10 10 (0.66%) IIS
10 10 (0.66%) Tomcat
11 9 (0.60%) Apache Pig
11 9 (0.60%) Oracle SOA Suite
12 8 (0.53%) Alfresco
12 8 (0.53%) EPiServer
12 8 (0.53%) Umbraco
13 7 (0.46%) GlassFish
14 6 (0.40%) Apache Solr
15 5 (0.33%) Apache Airflow
15 5 (0.33%) ArcGIS
Applications
1 190 (12.57%) Microsoft Excel
2 43 (2.84%) Adobe Creative Suite
3 41 (2.71%) SPSS
4 26 (1.72%) Microsoft Office
5 23 (1.52%) Microsoft PowerPoint
6 22 (1.46%) InVision
7 20 (1.32%) MS Visio
8 14 (0.93%) Photoshop
9 11 (0.73%) Adobe Illustrator
10 6 (0.40%) Adobe After Effects
11 5 (0.33%) InDesign
11 5 (0.33%) Microsoft Project
12 4 (0.26%) CPLEX
12 4 (0.26%) Flinto
12 4 (0.26%) Stata
13 3 (0.20%) Adobe Premiere
13 3 (0.20%) Spreadsheet
14 2 (0.13%) Mathematica
14 2 (0.13%) OmniGraffle
15 1 (0.066%) AutoCAD
Business Applications
1 12 (0.79%) Abakus
2 8 (0.53%) Dynamics CRM
3 6 (0.40%) Cognos Business Intelligence
4 4 (0.26%) SAP BPC
5 3 (0.20%) Actimize
5 3 (0.20%) NetSuite
5 3 (0.20%) Oracle Financials
5 3 (0.20%) Oracle Payables
5 3 (0.20%) Oracle Receivables
5 3 (0.20%) Salesforce.com CRM
5 3 (0.20%) SAP GRC
5 3 (0.20%) SAP Hybris
5 3 (0.20%) SAP Oil and Gas
6 2 (0.13%) Misys Midas
6 2 (0.13%) SAP Business One
6 2 (0.13%) SAP ERP
6 2 (0.13%) SAP MII
7 1 (0.066%) FastStats
7 1 (0.066%) FINCAD Analytics
7 1 (0.066%) Oracle Procure-to-Pay
Cloud Services
1 181 (11.97%) Microsoft Azure
2 175 (11.57%) Amazon AWS
3 57 (3.77%) Google Analytics
4 39 (2.58%) SaaS
5 34 (2.25%) Google Cloud Platform
6 33 (2.18%) Azure Data Factory
7 28 (1.85%) GitHub
8 26 (1.72%) Adobe Analytics
9 24 (1.59%) Cloud Computing
10 23 (1.52%) PaaS
11 21 (1.39%) npm
12 20 (1.32%) IaaS
13 18 (1.19%) Amazon S3
14 14 (0.93%) Serverless
15 13 (0.86%) AWS Lambda
16 12 (0.79%) Data Lake Analytics
16 12 (0.79%) Google Attribution 360
16 12 (0.79%) Office 365
17 11 (0.73%) Adobe Creative Cloud
17 11 (0.73%) Amazon SageMaker
Communications & Networking
1 12 (0.79%) SSL
2 11 (0.73%) HTTP
3 9 (0.60%) Firewall
4 6 (0.40%) DNS
5 5 (0.33%) HTTPS
5 5 (0.33%) TCP/IP
6 4 (0.26%) iBeacon
6 4 (0.26%) Internet
6 4 (0.26%) LAN
6 4 (0.26%) WAN
6 4 (0.26%) Wireless
7 2 (0.13%) BGP
7 2 (0.13%) CTI
7 2 (0.13%) Network Security
7 2 (0.13%) OSPF
8 1 (0.066%) IPsec
8 1 (0.066%) SMS
8 1 (0.066%) SSH
Database & Business Intelligence
1 378 (25.00%) Power BI
2 333 (22.02%) Big Data
3 321 (21.23%) SQL Server
4 288 (19.05%) Data Warehouse
5 240 (15.87%) SQL Server Integration Services
6 236 (15.61%) Hadoop
7 200 (13.23%) SQL Server Reporting Services
8 175 (11.57%) SQL Server Analysis Services
9 170 (11.24%) QlikView
10 144 (9.52%) NoSQL
11 97 (6.42%) Apache Hive
12 91 (6.02%) Data Lake
13 74 (4.89%) BusinessObjects
13 74 (4.89%) Data Mining
14 72 (4.76%) Relational Database
15 71 (4.70%) MySQL
16 65 (4.30%) MongoDB
17 58 (3.84%) PostgreSQL
18 54 (3.57%) HBase
19 52 (3.44%) Amazon Redshift
Development Applications
1 125 (8.27%) Git (software)
2 76 (5.03%) Team Foundation Server
3 64 (4.23%) Jenkins
4 43 (2.84%) Visual Studio
5 41 (2.71%) JIRA
6 30 (1.98%) Visual Studio Team System
7 28 (1.85%) Selenium
8 27 (1.79%) SQL Server Management Studio (SSMS)
9 23 (1.52%) TeamCity
10 22 (1.46%) webpack
11 21 (1.39%) Subversion
12 17 (1.12%) Cucumber
13 15 (0.99%) Atlassian Bamboo
13 15 (0.99%) gulp
13 15 (0.99%) Maven
13 15 (0.99%) Vagrant
14 13 (0.86%) Gradle
15 12 (0.79%) CA Release Automation
15 12 (0.79%) Jasmine
15 12 (0.79%) Karma Test Runner
General
1 459 (30.36%) Finance
2 156 (10.32%) Marketing
3 143 (9.46%) Banking
4 89 (5.89%) Retail
5 78 (5.16%) Investment Banking
6 69 (4.56%) Financial Institution
7 61 (4.03%) Advertising
8 50 (3.31%) Front Office
9 36 (2.38%) Telecoms
10 31 (2.05%) Manufacturing
11 24 (1.59%) Back Office
12 21 (1.39%) Electronics
12 21 (1.39%) Games
12 21 (1.39%) Law
13 15 (0.99%) Legal
14 10 (0.66%) Pharmaceutical
15 6 (0.40%) Military
15 6 (0.40%) Publishing
15 6 (0.40%) Retail Banking
16 5 (0.33%) Billing
Job Titles
1 474 (31.35%) Developer
2 269 (17.79%) Analyst
3 160 (10.58%) Data Scientist
4 155 (10.25%) Business Intelligence Developer
5 136 (8.99%) Consultant
6 129 (8.53%) Data Analyst
7 105 (6.94%) Data Engineer
8 97 (6.42%) SQL Developer
9 90 (5.95%) Architect
10 77 (5.09%) Business Intelligence Analyst
10 77 (5.09%) Designer
11 69 (4.56%) Senior Developer
12 64 (4.23%) SSIS Developer
13 62 (4.10%) Front End Developer (Client-Side Developer)
14 58 (3.84%) Senior Data Scientist
15 55 (3.64%) Data Consultant
16 53 (3.51%) SSAS Developer
17 52 (3.44%) SQL BI Developer
18 49 (3.24%) Senior Analyst
19 48 (3.17%) Data Architect
Libraries, Frameworks & Software Standards
1 187 (12.37%) HTML
2 144 (9.52%) CSS
3 129 (8.53%) .NET
4 107 (7.08%) AngularJS
5 98 (6.48%) D3.js
6 96 (6.35%) Natural Language Processing
7 92 (6.08%) React
8 86 (5.69%) HTML5
9 63 (4.17%) RESTful
10 61 (4.03%) XML
11 60 (3.97%) Node.js
12 55 (3.64%) Pandas
13 53 (3.51%) Web Services
14 52 (3.44%) NumPy
14 52 (3.44%) TensorFlow
15 48 (3.17%) Kafka
16 44 (2.91%) scikit-learn
16 44 (2.91%) SciPy
17 43 (2.84%) jQuery
18 42 (2.78%) Sass
Miscellaneous
1 389 (25.73%) Analytical Skills
2 211 (13.96%) Computer Science
3 172 (11.38%) User Experience
4 97 (6.42%) Algorithms
5 64 (4.23%) Data Structures
6 62 (4.10%) Self-Motivation
7 52 (3.44%) Fintech
8 49 (3.24%) Management Information System
9 48 (3.17%) Mobile App
10 47 (3.11%) Cyberthreat
10 47 (3.11%) Greenfield Project
11 36 (2.38%) Analytical Mindset
12 35 (2.31%) Hedge funds
13 34 (2.25%) Graphic Design
14 32 (2.12%) Equities
15 26 (1.72%) NHS
16 25 (1.65%) Social Media
17 23 (1.52%) Virtual Team
18 21 (1.39%) Life Science
19 17 (1.12%) Fixed Income
Operating Systems
1 97 (6.42%) Linux
2 53 (3.51%) Windows
3 35 (2.31%) Unix
4 22 (1.46%) Android
5 21 (1.39%) Apple iOS
6 12 (0.79%) Windows 10
7 11 (0.73%) Red Hat Enterprise Linux
8 10 (0.66%) CentOS
9 8 (0.53%) Mac OS X
10 6 (0.40%) Windows Server
11 2 (0.13%) Ubuntu
11 2 (0.13%) VMS
12 1 (0.066%) AIX
12 1 (0.066%) Mac OS
12 1 (0.066%) Windows Phone
Processes & Methodologies
1 795 (52.58%) Data Visualisation
2 685 (45.30%) Analytics
3 639 (42.26%) Business Intelligence
4 392 (25.93%) Agile Software Development
5 327 (21.63%) Data Science
6 284 (18.78%) Machine Learning
7 272 (17.99%) ETL
8 247 (16.34%) Data Analytics
9 238 (15.74%) Data Modelling
10 214 (14.15%) Problem-Solving
11 197 (13.03%) Data Analysis
12 185 (12.24%) Mathematics
13 137 (9.06%) Statistics
14 133 (8.80%) Scrum
15 129 (8.53%) Software Engineering
16 122 (8.07%) Data Management
17 113 (7.47%) Decision-Making
17 113 (7.47%) DevOps
18 110 (7.28%) Front End Development
19 94 (6.22%) Continuous Integration
Programming Languages
1 710 (46.96%) SQL
2 483 (31.94%) Python
3 266 (17.59%) JavaScript
4 229 (15.15%) Java
5 215 (14.22%) R
6 150 (9.92%) T-SQL
7 149 (9.85%) C#
8 87 (5.75%) Scala
9 78 (5.16%) VBA
10 68 (4.50%) C++
11 64 (4.23%) Data Analysis Expressions (DAX)
12 44 (2.91%) PHP
13 40 (2.65%) C
14 36 (2.38%) Ruby
15 30 (1.98%) PowerShell
16 27 (1.79%) MATLAB
16 27 (1.79%) TypeScript
17 21 (1.39%) ES6
17 21 (1.39%) VB
18 20 (1.32%) PL/SQL
Qualifications
1 346 (22.88%) Degree
2 60 (3.97%) PhD
3 49 (3.24%) Computer Science Degree
4 42 (2.78%) Numerate Degree
5 33 (2.18%) Security Cleared
6 20 (1.32%) Master's Degree
6 20 (1.32%) SC Cleared
7 16 (1.06%) DV Cleared
8 10 (0.66%) TOGAF Certification
9 9 (0.60%) Microsoft Certification
10 7 (0.46%) CFA
10 7 (0.46%) CIMA
11 4 (0.26%) Cisco Certification
12 3 (0.20%) CISA
12 3 (0.20%) Oracle Certification
12 3 (0.20%) PMP
13 2 (0.13%) ITIL Certification
13 2 (0.13%) PMI Certification
14 1 (0.066%) CISSP
14 1 (0.066%) MCSD
Quality Assurance & Compliance
1 93 (6.15%) Data Quality
2 68 (4.50%) QA
3 29 (1.92%) GDPR
4 19 (1.26%) Solvency II
5 16 (1.06%) Dodd-Frank
6 15 (0.99%) IFRS
7 11 (0.73%) Actionable Recommendations
8 10 (0.66%) FATCA
8 10 (0.66%) IFRS 9
9 4 (0.26%) MiFID
10 3 (0.20%) WCAG
11 2 (0.13%) ISO/IEC 27001
11 2 (0.13%) PMO
11 2 (0.13%) SLA
12 1 (0.066%) Section 508
System Software
1 89 (5.89%) Docker
2 49 (3.24%) HDFS
3 11 (0.73%) VirtualBox
4 9 (0.60%) Apache Flume
5 6 (0.40%) Apache ZooKeeper
6 4 (0.26%) Hyper-V
6 4 (0.26%) VMware Infrastructure
7 2 (0.13%) Virtual Machines
8 1 (0.066%) Oracle RAC
Systems Management
1 34 (2.25%) Kubernetes
1 34 (2.25%) Terraform
2 32 (2.12%) Ansible
3 12 (0.79%) Grafana
3 12 (0.79%) Kibana
4 11 (0.73%) Docker Swarm
5 10 (0.66%) Red Hat Spacewalk
6 9 (0.60%) Nagios
7 8 (0.53%) Opscode Chef
8 7 (0.46%) Oozie
9 6 (0.40%) Ambari
10 5 (0.33%) Puppet
11 4 (0.26%) EnCase
12 3 (0.20%) Failover Clustering
12 3 (0.20%) Hadoop YARN
13 2 (0.13%) Consul
13 2 (0.13%) logstash
13 2 (0.13%) MOM
13 2 (0.13%) Prometheus
14 1 (0.066%) Red Hat Satellite
Vendors
1 516 (34.13%) Tableau
2 269 (17.79%) Microsoft
3 130 (8.60%) Oracle
4 102 (6.75%) Adobe
5 96 (6.35%) Google
6 69 (4.56%) SAP
7 66 (4.37%) Alteryx
8 36 (2.38%) Talend
9 34 (2.25%) Cloudera
10 33 (2.18%) Cognos
11 31 (2.05%) Informatica
11 31 (2.05%) Salesforce.com
12 23 (1.52%) MicroStrategy
13 19 (1.26%) IBM
14 18 (1.19%) Hortonworks
15 16 (1.06%) Databricks
15 16 (1.06%) Teradata
16 14 (0.93%) Dataiku
16 14 (0.93%) Vertica
17 13 (0.86%) Sybase