Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 89 125 120
Rank change year-on-year +36 -5 +48
Permanent jobs citing Visualisation 1,843 673 1,436
As % of all permanent jobs advertised in London 3.58% 2.75% 2.80%
As % of the Processes & Methodologies category 3.74% 2.92% 2.98%
Number of salaries quoted 1,156 558 1,119
10th Percentile £40,000 £42,350 £36,250
25th Percentile £51,250 £52,500 £46,250
Median annual salary (50th Percentile) £67,500 £67,500 £60,000
Median % change year-on-year - +12.50% -
75th Percentile £87,500 £82,500 £76,250
90th Percentile £107,500 £100,000 £95,000
England median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% +1.85%

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 49,218 23,064 48,181
As % of all permanent IT jobs advertised in London 95.68% 94.21% 93.95%
Number of salaries quoted 32,675 19,499 39,084
10th Percentile £42,500 £42,500 £36,500
25th Percentile £53,750 £52,500 £48,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £85,000 £83,750
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 28 January 2022.

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 28 January 2022. 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
Jobs
Central London +30 295 £65,000 -3.70% 76
West London -27 72 £75,000 - 19
South London -8 15 £80,000 +48.84%
East London -35 6 £70,000 +55.56% 23
North London -14 4 £40,000 -5.88%
Visualisation
England

For the 6 months to 28 January 2022, 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 1,021 (55.40%) Data Visualisation
2 926 (50.24%) Analytics
3 925 (50.19%) SQL
4 779 (42.27%) Python
5 711 (38.58%) Business Intelligence
6 554 (30.06%) Agile Software Development
7 537 (29.14%) Power Platform
8 534 (28.97%) Power BI
9 532 (28.87%) Tableau
10 526 (28.54%) Finance
11 499 (27.08%) Social Skills
12 440 (23.87%) AWS
13 411 (22.30%) Azure
14 403 (21.87%) Data Science
15 370 (20.08%) JavaScript
16 364 (19.75%) Software Engineering
17 361 (19.59%) Analytical Skills
18 344 (18.67%) React
19 343 (18.61%) ETL
20 325 (17.63%) Data Modelling
21 320 (17.36%) Data Warehouse
22 290 (15.74%) Degree
23 286 (15.52%) Machine Learning
24 283 (15.36%) Data Analytics
25 282 (15.30%) Problem-Solving
26 279 (15.14%) Data Engineering
27 243 (13.19%) Artificial Intelligence
28 237 (12.86%) Microsoft
29 236 (12.81%) Data Analysis
30 233 (12.64%) User Experience

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
1 132 (7.16%) Apache Spark
2 73 (3.96%) Elasticsearch
3 72 (3.91%) SAS
4 53 (2.88%) Apache Airflow
5 33 (1.79%) Apache
6 25 (1.36%) CMS
7 17 (0.92%) SharePoint
8 14 (0.76%) Jupyter
9 12 (0.65%) nginx
10 11 (0.60%) Apache Pig
11 9 (0.49%) Drupal
12 7 (0.38%) IIS
13 6 (0.33%) Sitecore CMS
14 5 (0.27%) Confluence
15 4 (0.22%) Appian
15 4 (0.22%) Oracle Workflow
15 4 (0.22%) WordPress
16 2 (0.11%) Apache Solr
16 2 (0.11%) IBM Domino
16 2 (0.11%) IPython
Applications
1 184 (9.98%) Microsoft Excel
2 70 (3.80%) Microsoft PowerPoint
3 31 (1.68%) Microsoft Office
4 27 (1.47%) Adobe Creative Suite
5 26 (1.41%) Photoshop
6 24 (1.30%) Adobe Illustrator
7 21 (1.14%) InDesign
8 18 (0.98%) Spreadsheet
9 14 (0.76%) Sketch
10 10 (0.54%) MS Visio
11 5 (0.27%) Adobe XD
11 5 (0.27%) InVision
12 4 (0.22%) Chatbot
12 4 (0.22%) SPSS
13 3 (0.16%) Adobe After Effects
13 3 (0.16%) Adobe Premiere
13 3 (0.16%) Microsoft Project
14 2 (0.11%) Zeplin
15 1 (0.054%) Adobe Captivate
Business Applications
1 17 (0.92%) FastStats
2 12 (0.65%) Sentinel
3 10 (0.54%) NetSuite
4 7 (0.38%) Dynamics CRM
5 2 (0.11%) Eikon
5 2 (0.11%) Markit EDM
5 2 (0.11%) Salesforce.com CRM
6 1 (0.054%) IBM Planning Analytics
6 1 (0.054%) SAP MDG
6 1 (0.054%) SAP S/4HANA
Cloud Services
1 537 (29.14%) Power Platform
2 440 (23.87%) AWS
3 411 (22.30%) Azure
4 217 (11.77%) GCP
5 116 (6.29%) Snowflake
6 84 (4.56%) Azure Data Factory
7 81 (4.40%) Google Analytics
8 79 (4.29%) SaaS
9 74 (4.02%) Amazon S3
10 70 (3.80%) Serverless
11 63 (3.42%) GitHub
12 58 (3.15%) npm
13 53 (2.88%) Azure Synapse Analytics
14 49 (2.66%) Collibra
15 37 (2.01%) AWS Lambda
16 28 (1.52%) Figma
17 27 (1.47%) Amazon EMR
18 26 (1.41%) Amazon Kinesis
19 24 (1.30%) Google Data Studio
20 23 (1.25%) Yarn
Communications & Networking
1 17 (0.92%) Broadband
1 17 (0.92%) Internet
2 7 (0.38%) DNS
2 7 (0.38%) NAS
3 6 (0.33%) Intranet
3 6 (0.33%) LAN
3 6 (0.33%) Network Security
3 6 (0.33%) WAN
4 5 (0.27%) Firewall
4 5 (0.27%) HTTPS
4 5 (0.27%) MQTT
5 4 (0.22%) DHCP
5 4 (0.22%) VPN
6 3 (0.16%) Remote Desktop
6 3 (0.16%) Wi-Fi
6 3 (0.16%) Wireless
7 2 (0.11%) DSL
8 1 (0.054%) RTP
8 1 (0.054%) SSH
8 1 (0.054%) VLAN
Database & Business Intelligence
1 534 (28.97%) Power BI
2 532 (28.87%) Tableau
3 320 (17.36%) Data Warehouse
4 205 (11.12%) SQL Server
5 183 (9.93%) Big Data
6 120 (6.51%) PostgreSQL
7 118 (6.40%) NoSQL
8 102 (5.53%) Qlik Sense
9 101 (5.48%) Hadoop
10 96 (5.21%) Looker
11 94 (5.10%) Data Lake
12 87 (4.72%) QlikView
13 76 (4.12%) SQL Server Integration Services
14 74 (4.02%) Relational Database
14 74 (4.02%) SQL Server Reporting Services
15 69 (3.74%) BigQuery
16 66 (3.58%) Data Mining
17 62 (3.36%) Metadata
18 60 (3.26%) Amazon Redshift
19 58 (3.15%) SQL Server Analysis Services
Development Applications
1 125 (6.78%) Git (software)
2 64 (3.47%) JIRA
3 57 (3.09%) webpack
4 36 (1.95%) Cypress.io
5 32 (1.74%) Jenkins
6 23 (1.25%) Browser DevTools
6 23 (1.25%) Storybook
7 20 (1.09%) Vagrant
8 16 (0.87%) SQL Server Management Studio (SSMS)
8 16 (0.87%) Visual Studio
9 14 (0.76%) MSI
9 14 (0.76%) WiX
10 12 (0.65%) rollup.js
11 10 (0.54%) Maven
11 10 (0.54%) PEAR
12 9 (0.49%) Atlassian Bamboo
12 9 (0.49%) Bitbucket
12 9 (0.49%) TeamCity
13 8 (0.43%) Selenium
14 7 (0.38%) Jaeger
General
1 526 (28.54%) Finance
2 499 (27.08%) Social Skills
3 361 (19.59%) Analytical Skills
4 128 (6.95%) Marketing
5 105 (5.70%) Presentation Skills
6 92 (4.99%) Front Office
7 81 (4.40%) Advertising
8 78 (4.23%) Inclusion and Diversity
9 72 (3.91%) Retail
10 54 (2.93%) Law
11 53 (2.88%) Banking
12 42 (2.28%) Games
12 42 (2.28%) Influencing Skills
13 41 (2.22%) Public Sector
14 39 (2.12%) Organisational Skills
15 31 (1.68%) Manufacturing
16 29 (1.57%) Legal
16 29 (1.57%) Military
17 28 (1.52%) Publishing
18 25 (1.36%) Pharmaceutical
Job Titles
1 459 (24.91%) Developer
2 414 (22.46%) Analyst
3 227 (12.32%) Data Analyst
4 211 (11.45%) Data Engineer
5 176 (9.55%) Software Engineer
6 112 (6.08%) Python Developer
7 96 (5.21%) Data Scientist
8 92 (4.99%) Business Intelligence Analyst
8 92 (4.99%) Senior Developer
9 87 (4.72%) Business Intelligence Developer
10 84 (4.56%) Consultant
11 81 (4.40%) Python Engineer
12 70 (3.80%) Developer/Software Engineer
12 70 (3.80%) Python Software Engineer
13 67 (3.64%) Architect
14 66 (3.58%) Front End Developer (Client-Side Developer)
15 60 (3.26%) Senior Analyst
16 59 (3.20%) JavaScript Developer
17 47 (2.55%) Data Architect
18 45 (2.44%) Business Analyst
Libraries, Frameworks & Software Standards
1 344 (18.67%) React
2 206 (11.18%) CSS
3 188 (10.20%) HTML
4 120 (6.51%) Node.js
5 86 (4.67%) .NET
6 84 (4.56%) Redux
7 83 (4.50%) JSON
8 81 (4.40%) HTML5
9 71 (3.85%) XML
10 69 (3.74%) Pandas
11 66 (3.58%) AngularJS
12 59 (3.20%) Kafka
12 59 (3.20%) Sass
13 54 (2.93%) GraphQL
14 51 (2.77%) REST
15 49 (2.66%) D3.js
16 47 (2.55%) CSS3
17 46 (2.50%) Vue.js
18 44 (2.39%) Jest
19 42 (2.28%) NumPy
Miscellaneous
1 233 (12.64%) User Experience
2 105 (5.70%) Algorithms
3 74 (4.02%) Equities
4 57 (3.09%) Virtual Team
5 56 (3.04%) Self-Motivation
6 48 (2.60%) Management Information System
7 45 (2.44%) Social Media
8 43 (2.33%) Hedge funds
9 39 (2.12%) Derivative
10 35 (1.90%) Digital Media
11 31 (1.68%) Foreign Exchange (FX)
12 28 (1.52%) Life Science
13 27 (1.47%) Data Structures
14 23 (1.25%) Blog
14 23 (1.25%) Marketing Technology
15 22 (1.19%) Web 2.0
16 21 (1.14%) Animation
17 20 (1.09%) Cloud Native
17 20 (1.09%) Credit Risk
17 20 (1.09%) Mobile App
Operating Systems
1 80 (4.34%) Linux
2 53 (2.88%) Windows
3 19 (1.03%) Unix
4 13 (0.71%) Android
4 13 (0.71%) Apple iOS
5 12 (0.65%) Mac OS
6 5 (0.27%) Windows Server
7 3 (0.16%) Mesosphere
7 3 (0.16%) Windows 10
8 1 (0.054%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,021 (55.40%) Data Visualisation
2 926 (50.24%) Analytics
3 711 (38.58%) Business Intelligence
4 554 (30.06%) Agile Software Development
5 403 (21.87%) Data Science
6 364 (19.75%) Software Engineering
7 343 (18.61%) ETL
8 325 (17.63%) Data Modelling
9 286 (15.52%) Machine Learning
10 283 (15.36%) Data Analytics
11 282 (15.30%) Problem-Solving
12 279 (15.14%) Data Engineering
13 243 (13.19%) Artificial Intelligence
14 236 (12.81%) Data Analysis
15 219 (11.88%) Full Stack Development
16 207 (11.23%) Mentoring
17 184 (9.98%) CI/CD
18 179 (9.71%) Computer Science
19 176 (9.55%) Data Management
20 152 (8.25%) DevOps
Programming Languages
1 925 (50.19%) SQL
2 779 (42.27%) Python
3 370 (20.08%) JavaScript
4 228 (12.37%) TypeScript
5 186 (10.09%) R
6 138 (7.49%) Java
7 105 (5.70%) T-SQL
8 104 (5.64%) C#
9 53 (2.88%) C++
10 46 (2.50%) Scala
11 45 (2.44%) C
12 32 (1.74%) PHP
12 32 (1.74%) Ruby
13 30 (1.63%) PowerShell
14 29 (1.57%) Data Analysis Expressions (DAX)
14 29 (1.57%) ES7
15 27 (1.47%) Go
16 21 (1.14%) PL/SQL
17 18 (0.98%) Bash
18 17 (0.92%) ES6
Qualifications
1 290 (15.74%) Degree
2 64 (3.47%) Computer Science Degree
3 41 (2.22%) Security Cleared
4 36 (1.95%) Master's Degree
4 36 (1.95%) SC Cleared
5 31 (1.68%) PhD
6 23 (1.25%) Tableau Certification
7 15 (0.81%) Microsoft Certification
8 11 (0.60%) GCFA
8 11 (0.60%) GCFE
8 11 (0.60%) GCIA
8 11 (0.60%) GCIH
8 11 (0.60%) SANS
9 9 (0.49%) MCT
10 8 (0.43%) Numerate Degree
11 7 (0.38%) CISA
11 7 (0.38%) CRISC
12 6 (0.33%) AWS Certification
13 5 (0.27%) CISM
13 5 (0.27%) CISSP
Quality Assurance & Compliance
1 157 (8.52%) Data Quality
2 116 (6.29%) QA
3 49 (2.66%) Accessibility
4 30 (1.63%) GDPR
5 29 (1.57%) CDISC
5 29 (1.57%) HL7
6 7 (0.38%) SLA
7 6 (0.33%) GRC
8 5 (0.27%) ITGC
9 4 (0.22%) Actionable Recommendations
10 2 (0.11%) ISAE 3402
10 2 (0.11%) MiFID
10 2 (0.11%) PSD2
10 2 (0.11%) SSAE 16
11 1 (0.054%) COBIT
11 1 (0.054%) DICOM
11 1 (0.054%) FATCA
11 1 (0.054%) PCI DSS
11 1 (0.054%) PMO
11 1 (0.054%) WAI
System Software
1 194 (10.53%) Docker
2 14 (0.76%) VirtualBox
3 3 (0.16%) Active Directory
3 3 (0.16%) VMware Infrastructure
4 2 (0.11%) Apache Flume
4 2 (0.11%) HDFS
5 1 (0.054%) Virtual Machines
5 1 (0.054%) vSphere
Systems Management
1 137 (7.43%) Kubernetes
2 68 (3.69%) Terraform
3 27 (1.47%) Ansible
4 25 (1.36%) Grafana
5 21 (1.14%) Prometheus
6 11 (0.60%) Oozie
7 9 (0.49%) Docker Swarm
7 9 (0.49%) Puppet
8 5 (0.27%) Consul
9 4 (0.22%) Opscode Chef
10 3 (0.16%) Automic
10 3 (0.16%) Kibana
10 3 (0.16%) logstash
10 3 (0.16%) Systems Management Server (SMS)
11 2 (0.11%) Control-M
12 1 (0.054%) Kubeflow
12 1 (0.054%) SCCM
12 1 (0.054%) Single Sign-On
Vendors
1 237 (12.86%) Microsoft
2 198 (10.74%) Google
3 97 (5.26%) Adobe
4 67 (3.64%) Alteryx
5 63 (3.42%) Databricks
6 47 (2.55%) Talend
7 42 (2.28%) IBM
8 38 (2.06%) Salesforce.com
9 37 (2.01%) Oracle
10 34 (1.84%) Informatica
11 33 (1.79%) Cloudera
12 31 (1.68%) Hortonworks
13 27 (1.47%) SAP
14 26 (1.41%) Twitter
15 23 (1.25%) Facebook
16 21 (1.14%) Instagram
17 17 (0.92%) Apteco
17 17 (0.92%) Salesforce Marketing Cloud
18 16 (0.87%) Splunk
19 15 (0.81%) MicroStrategy