Period
to 21 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 21 September 2021 with a comparison to the same period in the previous 2 years.

Data Visualization
England > London
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 152 242 250
Rank change year-on-year +90 +8 +45
Permanent jobs citing Data Visualisation 1,176 287 765
As % of all permanent jobs advertised in London 2.40% 1.41% 1.38%
As % of the Processes & Methodologies category 2.51% 1.50% 1.47%
Number of salaries quoted 680 223 666
10th Percentile £40,000 £43,750 £36,250
25th Percentile £47,500 £52,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £57,500
Median % change year-on-year -11.54% +13.04% -4.17%
75th Percentile £75,000 £86,875 £75,000
90th Percentile £91,500 £111,000 £90,000
England median annual salary £55,000 £60,000 £52,500
% change year-on-year -8.33% +14.29% -4.55%

Data 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 46,854 19,173 51,912
As % of all permanent IT jobs advertised in London 95.44% 94.08% 93.51%
Number of salaries quoted 30,500 16,003 42,259
10th Percentile £42,500 £42,500 £36,250
25th Percentile £52,500 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £88,750 £87,500 £82,500
90th Percentile £105,000 £109,900 £100,000
England median annual salary £57,500 £57,000 £52,500
% change year-on-year +0.88% +8.57% +3.14%

Data Visualisation
Job Vacancy Trend in London

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

Job vacancy trend for Data Visualisation in London

Data Visualisation
Salary Trend in London

3-month moving average salary quoted in jobs citing Data Visualisation in London.

Salary trend for Data Visualisation in London

Data Visualisation
Salary Histogram in London

Salary distribution for jobs citing Data Visualisation in London over the 6 months to 21 September 2021.

Salary histogram for Data Visualisation in London

Data 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 Data Visualisation within the London region over the 6 months to 21 September 2021. 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 +6 139 £60,000 -7.69% 29
West London -24 61 £57,500 -14.81% 6
South London -4 24 £52,500 -22.22% 1
North London -6 4 £44,272 - 1
East London - 1 - - 7
Data Visualisation
England

For the 6 months to 21 September 2021, IT jobs citing Data 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 Data Visualisation.

1 1,174 (99.83%) Visualisation
2 634 (53.91%) SQL
3 500 (42.52%) Analytics
4 425 (36.14%) Python
4 425 (36.14%) Business Intelligence
5 423 (35.97%) Tableau
6 351 (29.85%) JavaScript
7 343 (29.17%) Power BI
7 343 (29.17%) Power Platform
8 338 (28.74%) Agile Software Development
9 313 (26.62%) React
10 312 (26.53%) Finance
11 285 (24.23%) Social Skills
12 282 (23.98%) Analytical Skills
13 273 (23.21%) User Experience
14 258 (21.94%) TypeScript
15 253 (21.51%) Data Science
16 233 (19.81%) Problem-Solving
17 225 (19.13%) Azure
18 223 (18.96%) AWS
19 216 (18.37%) CSS
20 209 (17.77%) HTML
21 198 (16.84%) Machine Learning
22 195 (16.58%) Data Modelling
23 189 (16.07%) Data Warehouse
24 187 (15.90%) ETL
25 186 (15.82%) SQL Server
26 185 (15.73%) Artificial Intelligence
27 179 (15.22%) Full Stack Development
28 175 (14.88%) Degree

Data 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 61 (5.19%) Apache Spark
2 51 (4.34%) Elasticsearch
3 34 (2.89%) SharePoint
4 29 (2.47%) Apache
5 20 (1.70%) IBM Domino
6 19 (1.62%) SAS
7 14 (1.19%) Apache Airflow
8 13 (1.11%) WordPress
9 9 (0.77%) CMS
10 7 (0.60%) Jupyter
11 5 (0.43%) Apache Pig
11 5 (0.43%) Appian
12 4 (0.34%) Oracle Workflow
13 3 (0.26%) Mule
14 1 (0.085%) Confluence
14 1 (0.085%) IIS
14 1 (0.085%) nginx
Applications
1 126 (10.71%) Microsoft Excel
2 43 (3.66%) Microsoft PowerPoint
3 31 (2.64%) Microsoft Office
4 23 (1.96%) Spreadsheet
5 13 (1.11%) Adobe Illustrator
5 13 (1.11%) Photoshop
6 10 (0.85%) Figma
6 10 (0.85%) Sketch
7 9 (0.77%) Adobe Creative Suite
8 8 (0.68%) InDesign
9 6 (0.51%) MS Visio
9 6 (0.51%) SPSS
10 5 (0.43%) Fireworks
11 3 (0.26%) Adobe After Effects
11 3 (0.26%) Adobe Premiere
12 2 (0.17%) Flinto
12 2 (0.17%) InVision
12 2 (0.17%) Stata
12 2 (0.17%) Zeplin
13 1 (0.085%) Weka
Business Applications
1 26 (2.21%) FastStats
2 14 (1.19%) IBM Planning Analytics
3 10 (0.85%) Sentinel
4 6 (0.51%) Eloqua
5 5 (0.43%) Magento
6 2 (0.17%) NetSuite
6 2 (0.17%) Oracle EBS
6 2 (0.17%) SAP Oil and Gas
7 1 (0.085%) Markit EDM
7 1 (0.085%) Oracle ERP
7 1 (0.085%) Oracle Financials
7 1 (0.085%) Oracle Procure-to-Pay
7 1 (0.085%) SAP BPC
7 1 (0.085%) SAP GRC
7 1 (0.085%) SAP MDG
7 1 (0.085%) SAP S/4HANA
Cloud Services
1 343 (29.17%) Power Platform
2 225 (19.13%) Azure
3 223 (18.96%) AWS
4 124 (10.54%) GCP
5 84 (7.14%) SaaS
6 72 (6.12%) Azure Data Factory
7 68 (5.78%) GitHub
8 49 (4.17%) Snowflake
9 47 (4.00%) Azure Synapse Analytics
10 41 (3.49%) PaaS
11 36 (3.06%) Google Analytics
12 34 (2.89%) Serverless
13 28 (2.38%) Amazon S3
14 26 (2.21%) AWS Lambda
15 24 (2.04%) npm
16 19 (1.62%) Collibra
16 19 (1.62%) IaaS
17 16 (1.36%) dbt
17 16 (1.36%) Google Data Studio
18 15 (1.28%) AWS Step Functions
Communications & Networking
1 12 (1.02%) VPN
2 11 (0.94%) FTP
2 11 (0.94%) IPsec
3 10 (0.85%) Internet
4 8 (0.68%) NAS
5 6 (0.51%) Broadband
6 5 (0.43%) GSM
7 4 (0.34%) Intranet
8 1 (0.085%) DNS
8 1 (0.085%) Firewall
Database & Business Intelligence
1 423 (35.97%) Tableau
2 343 (29.17%) Power BI
3 189 (16.07%) Data Warehouse
4 186 (15.82%) SQL Server
5 112 (9.52%) Big Data
6 92 (7.82%) MongoDB
7 91 (7.74%) PostgreSQL
8 87 (7.40%) Relational Database
9 83 (7.06%) SQL Server Analysis Services
10 74 (6.29%) SQL Server Integration Services
11 68 (5.78%) SQL Server Reporting Services
12 65 (5.53%) BigQuery
13 61 (5.19%) Data Lake
14 57 (4.85%) NoSQL
15 53 (4.51%) Data Mining
16 45 (3.83%) Hadoop
17 44 (3.74%) Microsoft Analysis Services
17 44 (3.74%) QlikView
18 43 (3.66%) Amazon Redshift
19 41 (3.49%) Qlik Sense
Development Applications
1 132 (11.22%) Git (software)
2 93 (7.91%) JIRA
3 36 (3.06%) MSI
3 36 (3.06%) webpack
3 36 (3.06%) WiX
4 33 (2.81%) Visual Studio
5 25 (2.13%) Cypress.io
6 13 (1.11%) Storybook
7 9 (0.77%) Mocha
7 9 (0.77%) Sinon.JS
8 8 (0.68%) Babel
8 8 (0.68%) Bitbucket
8 8 (0.68%) GitLab
8 8 (0.68%) SQL Server Management Studio (SSMS)
9 6 (0.51%) Cucumber
9 6 (0.51%) Selenium
10 5 (0.43%) Visual Website Optimizer
11 4 (0.34%) Browser DevTools
11 4 (0.34%) Crashlytics
12 3 (0.26%) MLflow
General
1 312 (26.53%) Finance
2 285 (24.23%) Social Skills
3 282 (23.98%) Analytical Skills
4 172 (14.63%) Marketing
5 77 (6.55%) Presentation Skills
6 61 (5.19%) Retail
7 54 (4.59%) Influencing Skills
8 43 (3.66%) Advertising
8 43 (3.66%) Banking
9 41 (3.49%) Organisational Skills
10 40 (3.40%) Law
11 36 (3.06%) Legal
12 31 (2.64%) Games
13 30 (2.55%) Publishing
14 19 (1.62%) Telecoms
15 15 (1.28%) Back Office
15 15 (1.28%) Brand Awareness
16 14 (1.19%) Spanish Language
17 13 (1.11%) Public Sector
18 12 (1.02%) Inclusion and Diversity
Job Titles
1 327 (27.81%) Developer
2 281 (23.89%) Analyst
3 131 (11.14%) Data Analyst
4 115 (9.78%) Front End Developer (Client-Side Developer)
5 107 (9.10%) Data Engineer
6 69 (5.87%) Business Intelligence Analyst
7 64 (5.44%) Consultant
8 62 (5.27%) Senior Developer
9 59 (5.02%) Senior Analyst
10 46 (3.91%) Business Intelligence Developer
10 46 (3.91%) Full Stack Developer
11 45 (3.83%) Insight Analyst
12 43 (3.66%) Data Scientist
12 43 (3.66%) JavaScript Developer
13 42 (3.57%) Architect
14 40 (3.40%) React Developer
15 36 (3.06%) Senior Front-End Developer
16 34 (2.89%) Azure Engineer
16 34 (2.89%) Data Architect
16 34 (2.89%) Software Developer
Libraries, Frameworks & Software Standards
1 313 (26.62%) React
2 216 (18.37%) CSS
3 209 (17.77%) HTML
4 175 (14.88%) Node.js
5 134 (11.39%) AngularJS
5 134 (11.39%) Vue.js
6 104 (8.84%) D3.js
7 103 (8.76%) REST
8 84 (7.14%) GraphQL
9 81 (6.89%) HTML5
10 73 (6.21%) Redux
11 62 (5.27%) .NET
12 47 (4.00%) HTML5 Canvas
12 47 (4.00%) SVG
13 42 (3.57%) CSS3
14 39 (3.32%) Aurelia
15 37 (3.15%) RESTful
16 36 (3.06%) NHibernate
17 35 (2.98%) React Native
18 34 (2.89%) NumPy
Miscellaneous
1 273 (23.21%) User Experience
2 83 (7.06%) Self-Motivation
3 60 (5.10%) Algorithms
4 44 (3.74%) Management Information System
5 39 (3.32%) Virtual Team
5 39 (3.32%) Web 2.0
6 38 (3.23%) Client/Server
7 29 (2.47%) Mobile App
8 28 (2.38%) Social Media
9 23 (1.96%) Marketing Technology
10 22 (1.87%) Acoustics
11 21 (1.79%) Equities
12 19 (1.62%) Blog
12 19 (1.62%) Social Network
13 16 (1.36%) Data Structures
13 16 (1.36%) Hedge funds
13 16 (1.36%) Renewable Energy
14 14 (1.19%) Enterprise Software
14 14 (1.19%) Greenfield Project
15 11 (0.94%) Animation
Operating Systems
1 36 (3.06%) Windows
2 29 (2.47%) Linux
3 19 (1.62%) Android
3 19 (1.62%) Apple iOS
4 12 (1.02%) Unix
Processes & Methodologies
1 1,174 (99.83%) Visualisation
2 500 (42.52%) Analytics
3 425 (36.14%) Business Intelligence
4 338 (28.74%) Agile Software Development
5 253 (21.51%) Data Science
6 233 (19.81%) Problem-Solving
7 198 (16.84%) Machine Learning
8 195 (16.58%) Data Modelling
9 187 (15.90%) ETL
10 185 (15.73%) Artificial Intelligence
11 179 (15.22%) Full Stack Development
12 172 (14.63%) Data Analysis
13 157 (13.35%) Data Engineering
14 150 (12.76%) Front End Development
15 148 (12.59%) Software Engineering
16 128 (10.88%) Data Analytics
17 126 (10.71%) Data Management
18 109 (9.27%) Use Case
19 97 (8.25%) DevOps
19 97 (8.25%) Statistics
Programming Languages
1 634 (53.91%) SQL
2 425 (36.14%) Python
3 351 (29.85%) JavaScript
4 258 (21.94%) TypeScript
5 138 (11.73%) R
6 87 (7.40%) Java
7 81 (6.89%) T-SQL
8 80 (6.80%) C#
9 59 (5.02%) Scala
10 36 (3.06%) ES6
11 30 (2.55%) VBA
12 27 (2.30%) PowerShell
13 25 (2.13%) Ruby
14 21 (1.79%) Data Analysis Expressions (DAX)
14 21 (1.79%) PHP
15 20 (1.70%) Elm
15 20 (1.70%) PureScript
16 19 (1.62%) C++
17 14 (1.19%) VB
18 10 (0.85%) C
Qualifications
1 175 (14.88%) Degree
2 38 (3.23%) PhD
3 23 (1.96%) Numerate Degree
3 23 (1.96%) Tableau Certification
4 15 (1.28%) Computer Science Degree
5 11 (0.94%) Master's Degree
6 10 (0.85%) Microsoft Certification
7 7 (0.60%) Security Cleared
8 6 (0.51%) MCT
9 5 (0.43%) Chartered Engineer
9 5 (0.43%) MBA
9 5 (0.43%) Postgraduate
10 4 (0.34%) DV Cleared
10 4 (0.34%) SC Cleared
11 2 (0.17%) AWS Certification
11 2 (0.17%) CompTIA Security+
11 2 (0.17%) Oracle Certification
12 1 (0.085%) BPSS Clearance
12 1 (0.085%) CISA
12 1 (0.085%) SSCP
Quality Assurance & Compliance
1 108 (9.18%) Data Quality
2 46 (3.91%) QA
3 45 (3.83%) Accessibility
4 35 (2.98%) GDPR
5 11 (0.94%) Actionable Recommendations
6 5 (0.43%) HAZOP
6 5 (0.43%) IEC 61508
6 5 (0.43%) ISO 26262
7 2 (0.17%) GRC
7 2 (0.17%) PSD2
7 2 (0.17%) WCAG
8 1 (0.085%) NIST
8 1 (0.085%) NIST 800
System Software
1 56 (4.76%) Docker
2 3 (0.26%) HDFS
3 1 (0.085%) Apache Flume
3 1 (0.085%) VirtualBox
Systems Management
1 52 (4.42%) Kubernetes
2 20 (1.70%) Terraform
3 16 (1.36%) Ansible
4 5 (0.43%) Istio
5 3 (0.26%) Grafana
6 2 (0.17%) Prometheus
7 1 (0.085%) Control-M
7 1 (0.085%) Docker Swarm
7 1 (0.085%) Opscode Chef
7 1 (0.085%) Puppet
7 1 (0.085%) RSA Archer
7 1 (0.085%) Single Sign-On
Vendors
1 171 (14.54%) Microsoft
2 150 (12.76%) Google
3 62 (5.27%) Databricks
4 57 (4.85%) Adobe
5 56 (4.76%) Salesforce.com
6 47 (4.00%) Alteryx
7 42 (3.57%) IBM
8 29 (2.47%) Dell
9 26 (2.21%) Oracle
10 22 (1.87%) Apteco
10 22 (1.87%) Salesforce Marketing Cloud
11 16 (1.36%) Twitter
12 15 (1.28%) SAP
13 14 (1.19%) Reuters
14 13 (1.11%) Bloomberg
14 13 (1.11%) GoldenSource
15 12 (1.02%) Informatica
15 12 (1.02%) Yahoo!
16 10 (0.85%) Instagram
17 9 (0.77%) Wallstreet Suite