Period
to 16 September 2021

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 16 September 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
16 Sep 2021
Same period 2020 Same period 2019
Rank 88 140 140
Rank change year-on-year +52 0 +29
Permanent jobs citing Visualisation 1,881 513 1,396
As % of all permanent jobs advertised in London 3.85% 2.41% 2.50%
As % of the Processes & Methodologies category 4.04% 2.57% 2.68%
Number of salaries quoted 1,071 418 1,172
10th Percentile £37,500 £42,500 £36,250
25th Percentile £47,500 £52,500 £44,375
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -4.17%
75th Percentile £77,500 £85,000 £75,000
90th Percentile £95,000 £110,000 £90,000
England median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -4.76%

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 46,605 19,997 52,116
As % of all permanent IT jobs advertised in London 95.45% 94.01% 93.49%
Number of salaries quoted 30,296 16,641 42,466
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 £86,250 £82,500
90th Percentile £105,000 £108,750 £100,000
England median annual salary £57,500 £55,244 £52,500
% change year-on-year +4.08% +5.23% +3.96%

Visualisation
Job Vacancy Trend in London

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

Job vacancy trend for Visualisation in London

Visualisation
Salary Trend in London

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

Salary trend for Visualisation in London

Visualisation
Salary Histogram in London

Salary distribution for jobs citing Visualisation in London over the 6 months to 16 September 2021.

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 16 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 +37 232 £62,500 -3.85% 52
West London -18 87 £60,000 -7.69% 17
South London +15 37 £52,500 -12.50% 2
North London -7 4 £44,272 -19.51% 1
East London -6 3 £28,000 -37.78% 18
Visualisation
England

For the 6 months to 16 September 2021, 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 1,170 (62.20%) Data Visualisation
2 874 (46.46%) SQL
3 844 (44.87%) Analytics
4 691 (36.74%) Python
5 643 (34.18%) Business Intelligence
6 569 (30.25%) Agile Software Development
7 560 (29.77%) Tableau
8 532 (28.28%) Power Platform
9 530 (28.18%) Power BI
9 530 (28.18%) JavaScript
10 500 (26.58%) Finance
11 486 (25.84%) Social Skills
12 458 (24.35%) AWS
13 446 (23.71%) React
14 420 (22.33%) Data Science
15 409 (21.74%) Analytical Skills
16 406 (21.58%) Azure
17 400 (21.27%) User Experience
18 356 (18.93%) Artificial Intelligence
18 356 (18.93%) TypeScript
19 310 (16.48%) Machine Learning
20 308 (16.37%) Problem-Solving
21 305 (16.21%) Degree
21 305 (16.21%) Data Modelling
22 301 (16.00%) Data Warehouse
23 289 (15.36%) ETL
24 281 (14.94%) GCP
25 279 (14.83%) CSS
26 273 (14.51%) Data Analysis
27 269 (14.30%) Software Engineering

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
1 146 (7.76%) Apache Spark
2 98 (5.21%) Elasticsearch
3 62 (3.30%) Apache
4 40 (2.13%) Apache Airflow
4 40 (2.13%) SharePoint
5 33 (1.75%) SAS
6 22 (1.17%) CMS
7 20 (1.06%) IBM Domino
8 15 (0.80%) WordPress
9 14 (0.74%) Jupyter
10 13 (0.69%) Apache Pig
10 13 (0.69%) nginx
11 8 (0.43%) IIS
12 6 (0.32%) Confluence
12 6 (0.32%) Sitecore CMS
13 5 (0.27%) Appian
14 4 (0.21%) Oracle Workflow
15 3 (0.16%) Mule
16 2 (0.11%) Apache Solr
16 2 (0.11%) Drupal
Applications
1 199 (10.58%) Microsoft Excel
2 74 (3.93%) Microsoft PowerPoint
3 57 (3.03%) Microsoft Office
4 37 (1.97%) Figma
5 33 (1.75%) Spreadsheet
6 25 (1.33%) Adobe Creative Suite
7 23 (1.22%) Photoshop
8 21 (1.12%) Sketch
9 20 (1.06%) Adobe Illustrator
10 13 (0.69%) InDesign
11 10 (0.53%) MS Visio
12 9 (0.48%) Adobe XD
13 8 (0.43%) Chatbot
14 7 (0.37%) Microsoft Project
15 6 (0.32%) SPSS
16 5 (0.27%) Fireworks
17 4 (0.21%) Adobe After Effects
17 4 (0.21%) InVision
18 3 (0.16%) Adobe Premiere
19 2 (0.11%) Stata
Business Applications
1 26 (1.38%) FastStats
2 16 (0.85%) Sentinel
3 14 (0.74%) IBM Planning Analytics
4 10 (0.53%) Primavera
5 6 (0.32%) Eloqua
6 5 (0.27%) Magento
7 4 (0.21%) Oracle BPM
7 4 (0.21%) Summit
8 3 (0.16%) Distributed Ledger
9 2 (0.11%) NetSuite
9 2 (0.11%) Oracle EBS
9 2 (0.11%) SAP Oil and Gas
10 1 (0.053%) Dynamics AX
10 1 (0.053%) Dynamics CRM
10 1 (0.053%) Markit EDM
10 1 (0.053%) Oracle ERP
10 1 (0.053%) Oracle Financials
10 1 (0.053%) Oracle Procure-to-Pay
10 1 (0.053%) SAP BPC
10 1 (0.053%) SAP GRC
Cloud Services
1 532 (28.28%) Power Platform
2 458 (24.35%) AWS
3 406 (21.58%) Azure
4 281 (14.94%) GCP
5 105 (5.58%) SaaS
6 87 (4.63%) Azure Data Factory
7 86 (4.57%) GitHub
8 85 (4.52%) Serverless
9 84 (4.47%) Snowflake
10 68 (3.62%) AWS Lambda
11 67 (3.56%) PaaS
12 57 (3.03%) Azure Synapse Analytics
12 57 (3.03%) Google Analytics
13 54 (2.87%) npm
14 43 (2.29%) Amazon S3
15 30 (1.59%) IaaS
16 23 (1.22%) GitHub Actions
17 21 (1.12%) Collibra
18 20 (1.06%) Amazon ECS
18 20 (1.06%) Amazon SageMaker
Communications & Networking
1 22 (1.17%) Internet
2 19 (1.01%) Broadband
3 12 (0.64%) VPN
4 11 (0.58%) FTP
4 11 (0.58%) IPsec
5 8 (0.43%) NAS
6 5 (0.27%) GSM
7 4 (0.21%) Intranet
8 3 (0.16%) DNS
9 1 (0.053%) Firewall
9 1 (0.053%) HTTP
9 1 (0.053%) Kerberos
9 1 (0.053%) LAN
9 1 (0.053%) Network Security
9 1 (0.053%) WAN
Database & Business Intelligence
1 560 (29.77%) Tableau
2 530 (28.18%) Power BI
3 301 (16.00%) Data Warehouse
4 249 (13.24%) SQL Server
5 221 (11.75%) Big Data
6 133 (7.07%) NoSQL
7 130 (6.91%) Relational Database
8 121 (6.43%) PostgreSQL
9 119 (6.33%) SQL Server Analysis Services
10 115 (6.11%) Hadoop
11 113 (6.01%) SQL Server Reporting Services
12 112 (5.95%) SQL Server Integration Services
13 98 (5.21%) Data Lake
14 95 (5.05%) MongoDB
15 87 (4.63%) BigQuery
16 80 (4.25%) Data Mining
17 68 (3.62%) Qlik Sense
18 67 (3.56%) QlikView
19 62 (3.30%) Looker
20 56 (2.98%) Amazon Redshift
Development Applications
1 177 (9.41%) Git (software)
2 113 (6.01%) JIRA
3 72 (3.83%) webpack
4 36 (1.91%) MSI
4 36 (1.91%) WiX
5 34 (1.81%) Visual Studio
6 31 (1.65%) Jenkins
7 28 (1.49%) Babel
8 24 (1.28%) Cypress.io
9 14 (0.74%) GitLab
9 14 (0.74%) Storybook
10 13 (0.69%) Vagrant
11 12 (0.64%) Bitbucket
11 12 (0.64%) TeamCity
12 11 (0.58%) Octopus Deploy
12 11 (0.58%) SQL Server Management Studio (SSMS)
13 10 (0.53%) Team Foundation Server
14 9 (0.48%) Mocha
14 9 (0.48%) Sinon.JS
14 9 (0.48%) Travis CI
General
1 500 (26.58%) Finance
2 486 (25.84%) Social Skills
3 409 (21.74%) Analytical Skills
4 201 (10.69%) Marketing
5 110 (5.85%) Presentation Skills
6 94 (5.00%) Retail
7 89 (4.73%) Games
8 79 (4.20%) Law
9 70 (3.72%) Banking
10 60 (3.19%) Advertising
11 56 (2.98%) Influencing Skills
12 53 (2.82%) Organisational Skills
13 44 (2.34%) Manufacturing
13 44 (2.34%) Pharmaceutical
14 40 (2.13%) Legal
15 35 (1.86%) Publishing
16 34 (1.81%) Front Office
17 32 (1.70%) Financial Institution
18 31 (1.65%) Inclusion and Diversity
19 25 (1.33%) Telecoms
Job Titles
1 519 (27.59%) Developer
2 395 (21.00%) Analyst
3 188 (9.99%) Data Analyst
3 188 (9.99%) Data Engineer
4 149 (7.92%) Front End Developer (Client-Side Developer)
5 109 (5.79%) Consultant
6 92 (4.89%) Data Scientist
7 90 (4.78%) Senior Developer
8 81 (4.31%) Business Intelligence Analyst
9 78 (4.15%) Business Intelligence Developer
9 78 (4.15%) Software Engineer
10 76 (4.04%) Architect
11 74 (3.93%) JavaScript Developer
12 73 (3.88%) Senior Analyst
13 72 (3.83%) Full Stack Developer
14 64 (3.40%) React Developer
15 57 (3.03%) Data Architect
16 53 (2.82%) Insight Analyst
17 49 (2.60%) Senior Front-End Developer
18 40 (2.13%) Business Analyst
Libraries, Frameworks & Software Standards
1 446 (23.71%) React
2 279 (14.83%) CSS
3 261 (13.88%) HTML
4 225 (11.96%) Node.js
5 168 (8.93%) REST
6 160 (8.51%) Vue.js
7 153 (8.13%) AngularJS
8 131 (6.96%) GraphQL
9 114 (6.06%) D3.js
10 107 (5.69%) HTML5
11 95 (5.05%) Redux
12 94 (5.00%) .NET
13 72 (3.83%) RESTful
14 70 (3.72%) Kafka
15 63 (3.35%) Sass
16 62 (3.30%) scikit-learn
17 58 (3.08%) Web Services
18 53 (2.82%) SVG
19 52 (2.76%) CSS3
19 52 (2.76%) HTML5 Canvas
Miscellaneous
1 400 (21.27%) User Experience
2 108 (5.74%) Algorithms
3 91 (4.84%) Self-Motivation
4 54 (2.87%) Social Media
5 48 (2.55%) Greenfield Project
6 47 (2.50%) Equities
7 46 (2.45%) Management Information System
7 46 (2.45%) Mobile App
8 43 (2.29%) Client/Server
9 42 (2.23%) Virtual Team
10 39 (2.07%) Web 2.0
11 36 (1.91%) Life Science
12 35 (1.86%) Digital Media
13 34 (1.81%) Data Structures
13 34 (1.81%) Enterprise Software
13 34 (1.81%) Renewable Energy
14 27 (1.44%) Hedge funds
15 25 (1.33%) Acoustics
16 23 (1.22%) Marketing Technology
17 22 (1.17%) Blog
Operating Systems
1 72 (3.83%) Linux
2 48 (2.55%) Windows
3 29 (1.54%) Unix
4 26 (1.38%) Android
4 26 (1.38%) Apple iOS
5 9 (0.48%) Mesosphere
6 4 (0.21%) Mac OS
7 2 (0.11%) Windows 10
Processes & Methodologies
1 1,170 (62.20%) Data Visualisation
2 844 (44.87%) Analytics
3 643 (34.18%) Business Intelligence
4 569 (30.25%) Agile Software Development
5 420 (22.33%) Data Science
6 356 (18.93%) Artificial Intelligence
7 310 (16.48%) Machine Learning
8 308 (16.37%) Problem-Solving
9 305 (16.21%) Data Modelling
10 289 (15.36%) ETL
11 273 (14.51%) Data Analysis
12 269 (14.30%) Software Engineering
13 254 (13.50%) Full Stack Development
14 228 (12.12%) Front End Development
15 211 (11.22%) Data Engineering
16 203 (10.79%) Computer Science
17 195 (10.37%) Data Analytics
18 188 (9.99%) Data Management
19 172 (9.14%) DevOps
20 150 (7.97%) Data Pipeline
Programming Languages
1 874 (46.46%) SQL
2 691 (36.74%) Python
3 530 (28.18%) JavaScript
4 356 (18.93%) TypeScript
5 186 (9.89%) R
6 126 (6.70%) Java
7 121 (6.43%) C#
8 97 (5.16%) T-SQL
9 70 (3.72%) Scala
10 49 (2.60%) C++
11 47 (2.50%) ES6
12 42 (2.23%) C
13 40 (2.13%) Ruby
14 38 (2.02%) VBA
15 35 (1.86%) PowerShell
16 34 (1.81%) Go
17 31 (1.65%) PHP
18 25 (1.33%) Data Analysis Expressions (DAX)
19 20 (1.06%) Elm
19 20 (1.06%) PureScript
Qualifications
1 305 (16.21%) Degree
2 66 (3.51%) PhD
3 50 (2.66%) Computer Science Degree
4 34 (1.81%) Master's Degree
4 34 (1.81%) Numerate Degree
5 32 (1.70%) Security Cleared
6 23 (1.22%) Tableau Certification
7 11 (0.58%) SC Cleared
8 10 (0.53%) Microsoft Certification
9 8 (0.43%) DV Cleared
10 6 (0.32%) MCT
11 5 (0.27%) Chartered Engineer
11 5 (0.27%) MBA
11 5 (0.27%) Postgraduate
12 4 (0.21%) CISA
13 3 (0.16%) CISM
13 3 (0.16%) CRISC
13 3 (0.16%) GCFA
13 3 (0.16%) GCIA
13 3 (0.16%) GCIH
Quality Assurance & Compliance
1 148 (7.87%) Data Quality
2 73 (3.88%) QA
3 67 (3.56%) GDPR
4 58 (3.08%) Accessibility
5 12 (0.64%) Actionable Recommendations
6 5 (0.27%) HAZOP
6 5 (0.27%) IEC 61508
6 5 (0.27%) ISO 26262
7 3 (0.16%) ITGC
8 2 (0.11%) PSD2
8 2 (0.11%) WCAG
9 1 (0.053%) GRC
9 1 (0.053%) NIST
9 1 (0.053%) NIST 800
System Software
1 161 (8.56%) Docker
2 7 (0.37%) VirtualBox
3 4 (0.21%) Apache Flume
3 4 (0.21%) HDFS
4 3 (0.16%) Active Directory
4 3 (0.16%) Hyper-V
5 1 (0.053%) Virtual Machines
5 1 (0.053%) VMware Infrastructure
5 1 (0.053%) XenApp
Systems Management
1 145 (7.71%) Kubernetes
2 64 (3.40%) Terraform
3 33 (1.75%) Ansible
4 17 (0.90%) Docker Swarm
5 11 (0.58%) Prometheus
5 11 (0.58%) Puppet
6 10 (0.53%) Kibana
6 10 (0.53%) Opscode Chef
7 9 (0.48%) Automic
7 9 (0.48%) logstash
8 6 (0.32%) Grafana
8 6 (0.32%) Oozie
9 5 (0.27%) Istio
9 5 (0.27%) Single Sign-On
10 3 (0.16%) Systems Management Server (SMS)
11 2 (0.11%) SCCM
12 1 (0.053%) Ambari
12 1 (0.053%) Control-M
12 1 (0.053%) Hadoop YARN
12 1 (0.053%) RSA Archer
Vendors
1 235 (12.49%) Microsoft
2 232 (12.33%) Google
3 95 (5.05%) Adobe
4 89 (4.73%) Databricks
5 61 (3.24%) Salesforce.com
6 60 (3.19%) Alteryx
7 48 (2.55%) Oracle
8 47 (2.50%) IBM
9 36 (1.91%) Dell
10 28 (1.49%) Informatica
11 23 (1.22%) SAP
12 22 (1.17%) Apteco
12 22 (1.17%) Cloudera
12 22 (1.17%) Salesforce Marketing Cloud
12 22 (1.17%) Splunk
13 21 (1.12%) Hortonworks
14 20 (1.06%) Twitter
15 14 (0.74%) Instagram
15 14 (0.74%) Reuters
16 13 (0.69%) Bloomberg