Period
to 17 February 2020

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 February 2020 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
17 Feb 2020
Same period 2019 Same period 2018
Rank 114 157 172
Rank change year-on-year +43 +15 +7
Permanent jobs citing Visualisation 1,444 1,396 1,428
As % of all permanent IT jobs advertised in London 2.85% 2.25% 2.05%
As % of the Processes & Methodologies category 3.05% 2.43% 2.19%
Number of salaries quoted 1,082 1,061 1,131
London median annual salary £60,000 £60,000 £60,000
10th Percentile £37,500 £41,250 £38,250
90th Percentile £97,250 £90,000 £92,500
England median annual salary £55,000 £52,500 £54,500
% change year-on-year +4.76% -3.67% +3.81%

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 47,334 57,566 65,209
As % of all permanent IT jobs advertised in London 93.32% 92.70% 93.58%
Number of salaries quoted 37,973 46,464 53,405
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +0.84%
10th Percentile £37,183 £35,000 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 February 2020.

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 February 2020. 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 +47 299 £60,000 +4.35% 72
West London +50 82 £57,500 +27.78% 30
South London +4 26 £60,000 +4.35% 11
North London 0 13 £56,250 +10.29% 8
East London +8 11 £47,250 -50.26% 13
Visualisation
England

For the 6 months to 17 February 2020, 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.

1 766 (53.05%) Data Visualisation
2 697 (48.27%) SQL
3 662 (45.84%) Analytics
4 594 (41.14%) Business Intelligence
5 537 (37.19%) Tableau
6 523 (36.22%) Python
7 412 (28.53%) Finance
8 386 (26.73%) Agile Software Development
9 356 (24.65%) Power BI
9 356 (24.65%) Power Platform
10 332 (22.99%) Analytical Skills
11 313 (21.68%) SQL Server
12 296 (20.50%) Data Science
13 294 (20.36%) Data Warehouse
14 289 (20.01%) ETL
15 273 (18.91%) Azure
16 258 (17.87%) Machine Learning
17 255 (17.66%) Degree
18 254 (17.59%) Data Analytics
19 239 (16.55%) AWS
20 234 (16.20%) Microsoft
21 224 (15.51%) Data Modelling
22 210 (14.54%) JavaScript
23 203 (14.06%) Big Data
24 197 (13.64%) R
25 188 (13.02%) Data Analysis
26 184 (12.74%) SQL Server Integration Services
27 182 (12.60%) Computer Science
28 174 (12.05%) Problem-Solving
29 164 (11.36%) 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
1 164 (11.36%) Apache Spark
2 69 (4.78%) SAS
3 25 (1.73%) Elasticsearch
4 24 (1.66%) Apache
5 21 (1.45%) CMS
6 20 (1.39%) Apache Airflow
7 17 (1.18%) Adobe Experience Manager
8 15 (1.04%) Jupyter
9 9 (0.62%) Confluence
10 8 (0.55%) Apache Pig
10 8 (0.55%) OpenStack
11 7 (0.48%) ArcGIS
12 6 (0.42%) IPython
13 2 (0.14%) Luigi
13 2 (0.14%) nginx
13 2 (0.14%) SharePoint
14 1 (0.069%) Drupal
14 1 (0.069%) WordPress
Applications
1 119 (8.24%) Microsoft Excel
2 25 (1.73%) SPSS
3 21 (1.45%) Microsoft Office
4 13 (0.90%) Microsoft PowerPoint
5 12 (0.83%) NASTRAN
5 12 (0.83%) Siemens NX
6 8 (0.55%) Photoshop
7 6 (0.42%) Adobe Premiere
8 5 (0.35%) Sketch
9 3 (0.21%) Adobe Illustrator
9 3 (0.21%) MS Visio
9 3 (0.21%) Spreadsheet
10 2 (0.14%) 3ds Max
10 2 (0.14%) Adobe Creative Suite
10 2 (0.14%) Adobe XD
10 2 (0.14%) InDesign
10 2 (0.14%) InVision
10 2 (0.14%) Microsoft Project
10 2 (0.14%) NUKE
10 2 (0.14%) Weka
Business Applications
1 12 (0.83%) Teamcenter
2 7 (0.48%) Dynamics CRM
3 5 (0.35%) Adobe Campaign
3 5 (0.35%) SessionCam
4 4 (0.28%) FastStats
5 3 (0.21%) Salesforce.com CRM
6 2 (0.14%) Sparx Enterprise Architect
7 1 (0.069%) Actimize
7 1 (0.069%) NetSuite
7 1 (0.069%) R3 Corda
Cloud Services
1 356 (24.65%) Power Platform
2 273 (18.91%) Azure
3 239 (16.55%) AWS
4 124 (8.59%) GCP
5 67 (4.64%) SaaS
6 53 (3.67%) GitHub
7 46 (3.19%) Serverless
8 45 (3.12%) PaaS
9 37 (2.56%) Azure Data Factory
10 31 (2.15%) Amazon S3
11 28 (1.94%) AWS Lambda
11 28 (1.94%) Dynamics 365
11 28 (1.94%) Google Analytics
12 22 (1.52%) SuccessFactors
13 20 (1.39%) Office 365
14 19 (1.32%) Azure Stack
15 18 (1.25%) Cloud Computing
16 16 (1.11%) Data Lake Analytics
17 15 (1.04%) Azure Machine Learning
18 14 (0.97%) Salesforce Sales Cloud
Communications & Networking
1 20 (1.39%) Internet
2 19 (1.32%) VPN
3 16 (1.11%) Firewall
4 5 (0.35%) FTP
4 5 (0.35%) SMS
5 3 (0.21%) OpenVPN
5 3 (0.21%) Wireless
6 2 (0.14%) DVB
6 2 (0.14%) Network Security
7 1 (0.069%) Bluetooth
7 1 (0.069%) HTTP
7 1 (0.069%) HTTPS
7 1 (0.069%) Intranet
7 1 (0.069%) IPsec
7 1 (0.069%) LTE
7 1 (0.069%) SSH
7 1 (0.069%) TCP/IP
7 1 (0.069%) UMTS
Database & Business Intelligence
1 356 (24.65%) Power BI
2 313 (21.68%) SQL Server
3 294 (20.36%) Data Warehouse
4 203 (14.06%) Big Data
5 184 (12.74%) SQL Server Integration Services
6 154 (10.66%) Hadoop
6 154 (10.66%) NoSQL
7 140 (9.70%) QlikView
8 137 (9.49%) Relational Database
9 136 (9.42%) SQL Server Analysis Services
10 120 (8.31%) Data Lake
11 114 (7.89%) SQL Server Reporting Services
12 90 (6.23%) PostgreSQL
13 74 (5.12%) Data Mining
14 60 (4.16%) Microsoft Analysis Services
15 59 (4.09%) Azure SQL Database
15 59 (4.09%) Looker
16 55 (3.81%) MySQL
17 54 (3.74%) Amazon Redshift
18 52 (3.60%) Azure SQL Data Warehouse
Development Applications
1 156 (10.80%) Git (software)
2 78 (5.40%) Jenkins
3 44 (3.05%) Visual Studio Team System
4 35 (2.42%) Octopus Deploy
5 30 (2.08%) Atlassian Bamboo
6 27 (1.87%) Jasmine
6 27 (1.87%) Karma Test Runner
6 27 (1.87%) NUnit
7 24 (1.66%) JIRA
8 23 (1.59%) TeamCity
9 21 (1.45%) Vagrant
10 19 (1.32%) Visual Studio
11 8 (0.55%) CircleCI
11 8 (0.55%) kappa
11 8 (0.55%) Sonatype Nexus
11 8 (0.55%) webpack
12 7 (0.48%) Bitbucket
12 7 (0.48%) Subversion
13 6 (0.42%) Team Foundation Server
14 4 (0.28%) Balsamiq
General
1 412 (28.53%) Finance
2 157 (10.87%) Marketing
3 74 (5.12%) Banking
4 63 (4.36%) Retail
5 38 (2.63%) Telecoms
6 37 (2.56%) Advertising
7 36 (2.49%) Publishing
8 34 (2.35%) Legal
9 29 (2.01%) Public Sector
10 25 (1.73%) Front Office
11 23 (1.59%) Games
12 20 (1.39%) Manufacturing
13 16 (1.11%) Automotive
14 15 (1.04%) Investment Banking
15 14 (0.97%) Billing
16 12 (0.83%) Financial Institution
17 8 (0.55%) Russian Language
18 6 (0.42%) Back Office
18 6 (0.42%) Electronics
19 4 (0.28%) iGaming
Job Titles
1 405 (28.05%) Developer
2 351 (24.31%) Analyst
3 163 (11.29%) Data Analyst
4 137 (9.49%) Data Engineer
5 103 (7.13%) Business Intelligence Analyst
5 103 (7.13%) Business Intelligence Developer
6 89 (6.16%) Data Scientist
7 87 (6.02%) Senior Developer
8 73 (5.06%) Architect
9 64 (4.43%) Data Manager
10 62 (4.29%) Front End Developer (Client-Side Developer)
11 56 (3.88%) Consultant
12 51 (3.53%) SQL Developer
13 45 (3.12%) React Developer
14 40 (2.77%) Data Architect
15 38 (2.63%) Python Developer
16 36 (2.49%) Senior Data Scientist
17 35 (2.42%) JavaScript Developer
17 35 (2.42%) Power BI Developer
18 33 (2.29%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 139 (9.63%) HTML
2 129 (8.93%) React
3 128 (8.86%) CSS
4 113 (7.83%) D3.js
5 82 (5.68%) Natural Language Processing
6 78 (5.40%) AngularJS
7 63 (4.36%) .NET
8 62 (4.29%) RESTful
9 60 (4.16%) Node.js
10 57 (3.95%) Kafka
11 52 (3.60%) HTML5
12 46 (3.19%) Vue.js
13 44 (3.05%) TensorFlow
14 43 (2.98%) Redux
15 41 (2.84%) Web Services
16 39 (2.70%) REST
17 38 (2.63%) JSON
18 36 (2.49%) Pandas
18 36 (2.49%) XML
19 35 (2.42%) scikit-learn
Miscellaneous
1 332 (22.99%) Analytical Skills
2 163 (11.29%) User Experience
3 79 (5.47%) Algorithms
4 66 (4.57%) Self-Motivation
5 64 (4.43%) Management Information System
6 48 (3.32%) Hedge funds
7 41 (2.84%) Data Structures
8 28 (1.94%) Greenfield Project
9 27 (1.87%) Fixed Income
10 22 (1.52%) Reinsurance
11 19 (1.32%) Social Media
12 15 (1.04%) Mobile App
13 12 (0.83%) Virtual Team
14 11 (0.76%) Renewable Energy
15 10 (0.69%) Augmented Reality
16 8 (0.55%) Blog
16 8 (0.55%) Replication
17 7 (0.48%) Derivative
18 6 (0.42%) Foreign Exchange (FX)
18 6 (0.42%) Video\Live Streaming
Operating Systems
1 110 (7.62%) Linux
2 27 (1.87%) Windows
3 17 (1.18%) Unix
4 7 (0.48%) Android
4 7 (0.48%) Apple iOS
4 7 (0.48%) CentOS
4 7 (0.48%) Red Hat Enterprise Linux
5 3 (0.21%) Mac OS X
5 3 (0.21%) Ubuntu
6 1 (0.069%) VMS
Processes & Methodologies
1 766 (53.05%) Data Visualisation
2 662 (45.84%) Analytics
3 594 (41.14%) Business Intelligence
4 386 (26.73%) Agile Software Development
5 296 (20.50%) Data Science
6 289 (20.01%) ETL
7 258 (17.87%) Machine Learning
8 254 (17.59%) Data Analytics
9 224 (15.51%) Data Modelling
10 188 (13.02%) Data Analysis
11 182 (12.60%) Computer Science
12 174 (12.05%) Problem-Solving
13 141 (9.76%) Project Management
14 138 (9.56%) DevOps
15 123 (8.52%) Mathematics
16 119 (8.24%) Software Engineering
17 114 (7.89%) Statistics
18 113 (7.83%) Artificial Intelligence
19 104 (7.20%) Front End Development
20 102 (7.06%) Data Engineering
Programming Languages
1 697 (48.27%) SQL
2 523 (36.22%) Python
3 210 (14.54%) JavaScript
4 197 (13.64%) R
5 156 (10.80%) Java
6 107 (7.41%) C#
7 78 (5.40%) T-SQL
8 64 (4.43%) TypeScript
9 51 (3.53%) C++
10 50 (3.46%) Scala
11 47 (3.25%) C
11 47 (3.25%) VBA
12 35 (2.42%) ES6
13 32 (2.22%) Data Analysis Expressions (DAX)
14 30 (2.08%) PHP
15 28 (1.94%) PowerShell
16 27 (1.87%) Bash Shell
17 24 (1.66%) MATLAB
18 16 (1.11%) U-SQL
19 14 (0.97%) Perl
Qualifications
1 255 (17.66%) Degree
2 56 (3.88%) Computer Science Degree
3 46 (3.19%) PhD
4 35 (2.42%) Master's Degree
5 19 (1.32%) Numerate Degree
6 9 (0.62%) Postgraduate
6 9 (0.62%) Security Cleared
7 8 (0.55%) Microsoft Certification
8 7 (0.48%) SC Cleared
9 6 (0.42%) DV Cleared
10 5 (0.35%) DBS Check
11 3 (0.21%) A+ Certification
11 3 (0.21%) AWS Certification
11 3 (0.21%) CISM
11 3 (0.21%) CISSP
11 3 (0.21%) CRISC
11 3 (0.21%) MCSA
12 2 (0.14%) TOGAF Certification
13 1 (0.069%) GIAC
13 1 (0.069%) PMI Certification
Quality Assurance & Compliance
1 104 (7.20%) Data Quality
2 36 (2.49%) QA
3 10 (0.69%) GDPR
4 8 (0.55%) PCI DSS
5 6 (0.42%) PMO
6 3 (0.21%) SLA
7 2 (0.14%) Actionable Recommendations
7 2 (0.14%) MiFID
8 1 (0.069%) ISO/IEC 27001
8 1 (0.069%) NIST
8 1 (0.069%) NIST 800
System Software
1 70 (4.85%) Docker
2 15 (1.04%) XenApp
2 15 (1.04%) XenDesktop
3 14 (0.97%) VirtualBox
4 9 (0.62%) VMware Infrastructure
5 7 (0.48%) KVM
6 6 (0.42%) HDFS
7 2 (0.14%) Apache Flume
8 1 (0.069%) Virtual Machines
Systems Management
1 52 (3.60%) Kubernetes
2 34 (2.35%) Ansible
3 22 (1.52%) Terraform
4 17 (1.18%) Kibana
5 15 (1.04%) SCCM
6 14 (0.97%) Docker Swarm
7 13 (0.90%) Control-M
7 13 (0.90%) Puppet
8 7 (0.48%) Packer
9 4 (0.28%) Grafana
9 4 (0.28%) Matomo
10 2 (0.14%) Oozie
11 1 (0.069%) Hadoop YARN
11 1 (0.069%) logstash
11 1 (0.069%) Single Sign-On
Vendors
1 537 (37.19%) Tableau
2 234 (16.20%) Microsoft
3 123 (8.52%) Google
4 112 (7.76%) Oracle
5 75 (5.19%) Alteryx
6 52 (3.60%) Databricks
7 42 (2.91%) Teradata
8 41 (2.84%) Salesforce.com
9 39 (2.70%) SAP
10 38 (2.63%) Automation Anywhere
10 38 (2.63%) Blue Prism
10 38 (2.63%) Cadence
10 38 (2.63%) UiPath
11 37 (2.56%) Adobe
12 23 (1.59%) Hortonworks
12 23 (1.59%) MicroStrategy
13 22 (1.52%) Cloudera
14 19 (1.32%) Cognos
14 19 (1.32%) Informatica
14 19 (1.32%) Talend