Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 161 183 202
Rank change year-on-year +22 +19 +14
Permanent jobs citing Visualisation 1,488 1,480 1,291
As % of all permanent IT jobs advertised in London 2.23% 1.96% 1.70%
As % of the Processes & Methodologies category 2.43% 2.11% 1.85%
Number of salaries quoted 1,095 1,167 1,033
London median annual salary £60,000 £60,000 £60,000
10th Percentile £40,000 £35,750 £38,750
90th Percentile £95,000 £92,500 £102,500
England median annual salary £52,500 £50,964 £55,000
% change year-on-year +3.01% -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 61,214 70,151 69,914
As % of all permanent IT jobs advertised in London 91.60% 92.80% 91.90%
Number of salaries quoted 49,476 54,024 60,190
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 £33,492
90th Percentile £95,000 £90,000 £88,750
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 17 November 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 17 November 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 -3 243 £55,000 -8.33% 53
South London +41 54 £47,500 -42.42% 3
West London -1 47 £45,000 +5.88% 30
East London +12 39 £90,000 +111.76% 23
North London - 4 £47,500 - 3
Visualisation
England

For the 6 months to 17 November 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.

1 776 (52.15%) Data Visualisation
2 729 (48.99%) SQL
3 665 (44.69%) Analytics
4 645 (43.35%) Business Intelligence
5 536 (36.02%) Tableau
6 518 (34.81%) Python
7 466 (31.32%) Finance
8 412 (27.69%) Power BI
9 389 (26.14%) Agile Software Development
10 357 (23.99%) Analytical Skills
11 336 (22.58%) Data Science
12 335 (22.51%) SQL Server
13 332 (22.31%) Data Warehouse
14 326 (21.91%) Degree
15 291 (19.56%) Machine Learning
16 279 (18.75%) ETL
17 262 (17.61%) Big Data
18 259 (17.41%) JavaScript
19 258 (17.34%) Microsoft
20 246 (16.53%) SQL Server Integration Services
20 246 (16.53%) R
21 240 (16.13%) Data Modelling
22 226 (15.19%) Data Analytics
23 224 (15.05%) Data Analysis
24 206 (13.84%) Microsoft Azure
25 204 (13.71%) SQL Server Reporting Services
26 194 (13.04%) Hadoop
27 189 (12.70%) SQL Server Analysis Services
27 189 (12.70%) Java
28 188 (12.63%) Problem-Solving

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
1 158 (10.62%) Apache Spark
2 116 (7.80%) SAS
3 54 (3.63%) Apache
4 40 (2.69%) Elasticsearch
5 30 (2.02%) SharePoint
6 21 (1.41%) CMS
7 20 (1.34%) Marvel
8 16 (1.08%) WordPress
9 15 (1.01%) Confluence
10 11 (0.74%) IIS
11 10 (0.67%) Apache Pig
12 9 (0.60%) Apache Airflow
12 9 (0.60%) GlassFish
12 9 (0.60%) Tomcat
13 6 (0.40%) Alfresco
13 6 (0.40%) Apache Solr
13 6 (0.40%) EPiServer
13 6 (0.40%) Jupyter
13 6 (0.40%) Umbraco
14 5 (0.34%) SharePoint 2010
Applications
1 178 (11.96%) Microsoft Excel
2 50 (3.36%) SPSS
3 49 (3.29%) Adobe Creative Suite
4 29 (1.95%) InVision
5 23 (1.55%) Microsoft PowerPoint
6 18 (1.21%) Microsoft Office
7 16 (1.08%) MS Visio
8 15 (1.01%) Photoshop
9 14 (0.94%) Adobe Illustrator
10 11 (0.74%) Adobe After Effects
11 10 (0.67%) Flinto
12 8 (0.54%) Stata
13 3 (0.20%) Spreadsheet
14 2 (0.13%) Chatbot
14 2 (0.13%) OmniGraffle
14 2 (0.13%) UXPin
15 1 (0.067%) CPLEX
15 1 (0.067%) GIMP
15 1 (0.067%) MicroStation
15 1 (0.067%) SketchUp
Business Applications
1 9 (0.60%) Dynamics CRM
2 8 (0.54%) Oracle Payables
2 8 (0.54%) Oracle Receivables
3 7 (0.47%) Abakus
3 7 (0.47%) Cognos Business Intelligence
4 6 (0.40%) SAP Hybris
5 4 (0.27%) Actimize
5 4 (0.27%) Raiser's Edge
6 3 (0.20%) NetSuite
6 3 (0.20%) Salesforce.com CRM
7 2 (0.13%) SAP Business One
7 2 (0.13%) SAP ERP
7 2 (0.13%) SAP MII
8 1 (0.067%) Cognos Planning
8 1 (0.067%) Cognos TM1
8 1 (0.067%) Workday HCM
Cloud Services
1 206 (13.84%) Microsoft Azure
2 175 (11.76%) Amazon AWS
3 53 (3.56%) Google Analytics
4 42 (2.82%) Google Cloud Platform
5 37 (2.49%) Azure Data Factory
6 35 (2.35%) PaaS
7 29 (1.95%) SaaS
8 23 (1.55%) GitHub
9 21 (1.41%) Cloud Computing
10 20 (1.34%) Dynamics 365
11 18 (1.21%) Serverless
12 17 (1.14%) Adobe Analytics
12 17 (1.14%) Data Lake Analytics
12 17 (1.14%) npm
12 17 (1.14%) Office 365
13 15 (1.01%) Amazon S3
13 15 (1.01%) Google Tag Manager
13 15 (1.01%) IaaS
14 12 (0.81%) Amazon SageMaker
15 11 (0.74%) Adobe Creative Cloud
Communications & Networking
1 13 (0.87%) HTTP
2 8 (0.54%) Wireless
3 7 (0.47%) Firewall
4 6 (0.40%) Network Security
5 4 (0.27%) Asterisk PBX
5 4 (0.27%) Cisco ASA
5 4 (0.27%) Cisco IOS
5 4 (0.27%) Cisco Nexus
5 4 (0.27%) iBeacon
5 4 (0.27%) MPLS
5 4 (0.27%) NX-OS
5 4 (0.27%) Unified Communications
5 4 (0.27%) VPLS
6 3 (0.20%) Internet
6 3 (0.20%) Intranet
6 3 (0.20%) SSL
6 3 (0.20%) TCP/IP
7 2 (0.13%) DNS
7 2 (0.13%) HTTPS
7 2 (0.13%) VPN
Database & Business Intelligence
1 412 (27.69%) Power BI
2 335 (22.51%) SQL Server
3 332 (22.31%) Data Warehouse
4 262 (17.61%) Big Data
5 246 (16.53%) SQL Server Integration Services
6 204 (13.71%) SQL Server Reporting Services
7 194 (13.04%) Hadoop
8 189 (12.70%) SQL Server Analysis Services
9 186 (12.50%) QlikView
10 138 (9.27%) NoSQL
11 99 (6.65%) Relational Database
12 87 (5.85%) Data Lake
13 79 (5.31%) BusinessObjects
14 76 (5.11%) Apache Hive
15 70 (4.70%) Data Mining
16 60 (4.03%) PostgreSQL
17 56 (3.76%) MongoDB
18 55 (3.70%) MySQL
19 53 (3.56%) Amazon Redshift
20 49 (3.29%) Azure SQL Database
Development Applications
1 129 (8.67%) Git (software)
2 63 (4.23%) Jenkins
2 63 (4.23%) Team Foundation Server
3 50 (3.36%) Visual Studio
4 42 (2.82%) JIRA
5 38 (2.55%) Visual Studio Team System
6 24 (1.61%) SQL Server Management Studio (SSMS)
7 23 (1.55%) webpack
8 22 (1.48%) Subversion
9 21 (1.41%) TeamCity
10 18 (1.21%) Selenium
11 17 (1.14%) ER Studio
12 16 (1.08%) Atlassian Bamboo
12 16 (1.08%) Vagrant
13 15 (1.01%) Axure RP
13 15 (1.01%) Cucumber
14 14 (0.94%) Gradle
14 14 (0.94%) gulp
14 14 (0.94%) Maven
15 12 (0.81%) Jasmine
General
1 466 (31.32%) Finance
2 133 (8.94%) Banking
3 132 (8.87%) Marketing
4 71 (4.77%) Retail
5 62 (4.17%) Investment Banking
6 48 (3.23%) Advertising
7 44 (2.96%) Financial Institution
8 39 (2.62%) Telecoms
9 38 (2.55%) Front Office
9 38 (2.55%) Manufacturing
10 31 (2.08%) Back Office
11 27 (1.81%) Electronics
12 22 (1.48%) Law
13 20 (1.34%) Games
14 15 (1.01%) Legal
15 13 (0.87%) Publishing
16 11 (0.74%) Pharmaceutical
17 10 (0.67%) Retail Banking
18 7 (0.47%) Aerospace
18 7 (0.47%) Military
Job Titles
1 448 (30.11%) Developer
2 270 (18.15%) Analyst
3 163 (10.95%) Data Analyst
4 150 (10.08%) Consultant
4 150 (10.08%) Data Scientist
5 135 (9.07%) Business Intelligence Developer
6 107 (7.19%) Architect
7 105 (7.06%) SQL Developer
8 99 (6.65%) Data Engineer
9 86 (5.78%) Designer
10 76 (5.11%) Senior Developer
11 64 (4.30%) Business Intelligence Analyst
11 64 (4.30%) Data Architect
11 64 (4.30%) Data Consultant
11 64 (4.30%) SSIS Developer
12 60 (4.03%) Senior Analyst
13 59 (3.97%) Senior Data Scientist
14 55 (3.70%) Front End Developer (Client-Side Developer)
15 52 (3.49%) SQL BI Developer
16 51 (3.43%) Data Manager
Libraries, Frameworks & Software Standards
1 175 (11.76%) HTML
2 161 (10.82%) CSS
3 104 (6.99%) AngularJS
4 94 (6.32%) Natural Language Processing
5 90 (6.05%) D3.js
6 89 (5.98%) .NET
7 81 (5.44%) React
8 77 (5.17%) HTML5
9 57 (3.83%) Node.js
10 56 (3.76%) TensorFlow
11 51 (3.43%) XML
12 49 (3.29%) Pandas
12 49 (3.29%) Web Services
13 46 (3.09%) Kafka
13 46 (3.09%) scikit-learn
14 44 (2.96%) JSON
14 44 (2.96%) NumPy
15 42 (2.82%) MDX
15 42 (2.82%) REST
16 40 (2.69%) Sass
Miscellaneous
1 357 (23.99%) Analytical Skills
2 174 (11.69%) Computer Science
3 139 (9.34%) User Experience
4 88 (5.91%) Algorithms
5 69 (4.64%) Fintech
6 63 (4.23%) Data Structures
7 57 (3.83%) Mobile App
8 42 (2.82%) Self-Motivation
9 38 (2.55%) Management Information System
10 37 (2.49%) Greenfield Project
11 35 (2.35%) Graphic Design
12 32 (2.15%) Hedge funds
12 32 (2.15%) Social Media
13 27 (1.81%) Analytical Mindset
13 27 (1.81%) Virtual Team
14 26 (1.75%) NHS
15 23 (1.55%) Equities
16 21 (1.41%) Credit Risk
17 20 (1.34%) Animation
17 20 (1.34%) Cyberthreat
Operating Systems
1 88 (5.91%) Linux
2 51 (3.43%) Windows
3 32 (2.15%) Unix
4 28 (1.88%) Apple iOS
5 25 (1.68%) Android
6 11 (0.74%) Red Hat Enterprise Linux
6 11 (0.74%) Windows 10
7 10 (0.67%) CentOS
8 6 (0.40%) Mac OS X
8 6 (0.40%) Windows Server
9 4 (0.27%) Windows Server 2003
9 4 (0.27%) Windows Server 2008
10 2 (0.13%) Ubuntu
10 2 (0.13%) VMS
11 1 (0.067%) AIX
11 1 (0.067%) DC/OS
11 1 (0.067%) Mac OS
Processes & Methodologies
1 776 (52.15%) Data Visualisation
2 665 (44.69%) Analytics
3 645 (43.35%) Business Intelligence
4 389 (26.14%) Agile Software Development
5 336 (22.58%) Data Science
6 291 (19.56%) Machine Learning
7 279 (18.75%) ETL
8 240 (16.13%) Data Modelling
9 226 (15.19%) Data Analytics
10 224 (15.05%) Data Analysis
11 188 (12.63%) Problem-Solving
12 181 (12.16%) Mathematics
13 141 (9.48%) Software Engineering
14 129 (8.67%) Statistics
15 122 (8.20%) Decision-Making
16 119 (8.00%) Data Management
16 119 (8.00%) Scrum
17 106 (7.12%) DevOps
18 105 (7.06%) Front End Development
19 99 (6.65%) Artificial Intelligence
Programming Languages
1 729 (48.99%) SQL
2 518 (34.81%) Python
3 259 (17.41%) JavaScript
4 246 (16.53%) R
5 189 (12.70%) Java
6 168 (11.29%) T-SQL
7 142 (9.54%) C#
8 84 (5.65%) Scala
9 65 (4.37%) Data Analysis Expressions (DAX)
10 60 (4.03%) C++
11 52 (3.49%) VBA
12 49 (3.29%) PHP
13 42 (2.82%) PowerShell
14 41 (2.76%) C
15 36 (2.42%) Ruby
16 28 (1.88%) TypeScript
17 21 (1.41%) VB
18 19 (1.28%) Go
19 17 (1.14%) ES6
20 13 (0.87%) MATLAB
Qualifications
1 326 (21.91%) Degree
2 57 (3.83%) PhD
3 40 (2.69%) Numerate Degree
3 40 (2.69%) Security Cleared
4 34 (2.28%) Computer Science Degree
5 21 (1.41%) SC Cleared
6 20 (1.34%) DV Cleared
6 20 (1.34%) Master's Degree
7 12 (0.81%) Microsoft Certification
8 8 (0.54%) Cisco Certification
9 7 (0.47%) CFA
9 7 (0.47%) CIMA
10 4 (0.27%) CCDP
10 4 (0.27%) CCIE
10 4 (0.27%) CCNA
10 4 (0.27%) CCNP
10 4 (0.27%) MCAD
10 4 (0.27%) MCDBA
10 4 (0.27%) MCSD
10 4 (0.27%) Postgraduate
Quality Assurance & Compliance
1 118 (7.93%) Data Quality
2 75 (5.04%) QA
3 34 (2.28%) GDPR
4 23 (1.55%) Solvency II
5 21 (1.41%) IFRS
6 19 (1.28%) Dodd-Frank
7 14 (0.94%) IFRS 9
8 12 (0.81%) FATCA
9 8 (0.54%) Actionable Recommendations
10 3 (0.20%) MiFID
10 3 (0.20%) WCAG
11 2 (0.13%) ISO/IEC 27001
11 2 (0.13%) SLA
12 1 (0.067%) ISO 14001
12 1 (0.067%) ISO 9001
12 1 (0.067%) PCI DSS
12 1 (0.067%) Section 508
System Software
1 82 (5.51%) Docker
2 30 (2.02%) HDFS
3 12 (0.81%) VirtualBox
4 9 (0.60%) Apache Flume
5 5 (0.34%) VMware Infrastructure
6 4 (0.27%) Hyper-V
7 3 (0.20%) Apache ZooKeeper
Systems Management
1 38 (2.55%) Terraform
2 33 (2.22%) Kubernetes
3 32 (2.15%) Ansible
4 14 (0.94%) Grafana
5 13 (0.87%) Opscode Chef
6 12 (0.81%) Docker Swarm
6 12 (0.81%) Oozie
7 10 (0.67%) Kibana
7 10 (0.67%) Red Hat Spacewalk
8 9 (0.60%) Nagios
9 8 (0.54%) Puppet
10 4 (0.27%) Cisco CUCM
10 4 (0.27%) Cisco UCCX
10 4 (0.27%) EnCase
11 2 (0.13%) Consul
11 2 (0.13%) EMC NetWorker
11 2 (0.13%) Hadoop YARN
11 2 (0.13%) logstash
11 2 (0.13%) MOM
11 2 (0.13%) Prometheus
Vendors
1 536 (36.02%) Tableau
2 258 (17.34%) Microsoft
3 120 (8.06%) Oracle
4 100 (6.72%) Google
5 99 (6.65%) Adobe
6 86 (5.78%) SAP
7 59 (3.97%) Alteryx
8 34 (2.28%) Informatica
9 31 (2.08%) Cognos
10 30 (2.02%) Cloudera
11 28 (1.88%) Talend
12 26 (1.75%) MicroStrategy
13 23 (1.55%) Hortonworks
14 22 (1.48%) IBM
15 18 (1.21%) Databricks
16 16 (1.08%) Salesforce.com
17 14 (0.94%) Dataiku
17 14 (0.94%) Teradata
18 11 (0.74%) Mapbox
18 11 (0.74%) Tealium