Period
to 19 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 19 October 2021 with a comparison to the same period in the previous 2 years.

Visualization
Central London > City of London
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 72 115 103
Rank change year-on-year +43 -12 +82
Permanent jobs citing Visualisation 218 86 304
As % of all permanent jobs advertised in the City of London 3.66% 2.38% 3.05%
As % of the Processes & Methodologies category 3.87% 2.52% 3.25%
Number of salaries quoted 200 75 265
10th Percentile £39,975 £41,100 £37,500
25th Percentile £49,000 £48,750 £50,000
Median annual salary (50th Percentile) £65,000 £67,500 £61,500
Median % change year-on-year -3.70% +9.76% +6.96%
75th Percentile £80,313 £87,500 £77,500
90th Percentile £97,750 £105,000 £87,500
Central London median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% +4.35%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 5,635 3,407 9,350
As % of all permanent IT jobs advertised in the City of London 94.59% 94.25% 93.91%
Number of salaries quoted 5,024 2,996 8,237
10th Percentile £43,250 £45,000 £38,000
25th Percentile £55,000 £53,750 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £91,250 £85,875 £82,500
90th Percentile £107,500 £100,625 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +4.00%

Visualisation
Job Vacancy Trend in the City of London

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

Job vacancy trend for Visualisation in the City of London

Visualisation
Salary Trend in the City of London

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

Salary trend for Visualisation in the City of London

Visualisation
Salary Histogram in the City of London

Salary distribution for jobs citing Visualisation in the City of London over the 6 months to 19 October 2021.

Salary histogram for Visualisation in the City of London

For the 6 months to 19 October 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 City of London region with a requirement for Visualisation.

1 142 (65.14%) Data Visualisation
2 141 (64.68%) SQL
3 121 (55.50%) Business Intelligence
4 100 (45.87%) Analytics
5 99 (45.41%) Power Platform
6 98 (44.95%) Power BI
7 80 (36.70%) Python
8 72 (33.03%) Finance
9 63 (28.90%) Tableau
10 59 (27.06%) Agile Software Development
11 55 (25.23%) Azure
12 52 (23.85%) Analytical Skills
13 48 (22.02%) Data Science
14 45 (20.64%) Data Warehouse
15 44 (20.18%) Data Modelling
15 44 (20.18%) Data Analytics
15 44 (20.18%) Social Skills
16 43 (19.72%) Data Analysis
17 40 (18.35%) Microsoft
18 35 (16.06%) Machine Learning
19 32 (14.68%) ETL
20 30 (13.76%) Microsoft Excel
20 30 (13.76%) Data Quality
21 29 (13.30%) Data Management
21 29 (13.30%) Insurtech
22 28 (12.84%) AWS
23 26 (11.93%) Dashboard Development
24 24 (11.01%) Qlik Sense
24 24 (11.01%) R
24 24 (11.01%) QlikView

Visualisation
Co-occurring IT Skills in the City of 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 8 (3.67%) Apache Spark
2 5 (2.29%) Appian
2 5 (2.29%) SharePoint
3 3 (1.38%) Apache Airflow
3 3 (1.38%) Apache Pig
4 2 (0.92%) SAS
5 1 (0.46%) Apache
Applications
1 30 (13.76%) Microsoft Excel
2 13 (5.96%) Microsoft PowerPoint
3 12 (5.50%) Adobe Illustrator
3 12 (5.50%) InDesign
3 12 (5.50%) Photoshop
4 6 (2.75%) Microsoft Office
5 3 (1.38%) Adobe After Effects
5 3 (1.38%) Adobe Creative Suite
5 3 (1.38%) Adobe Premiere
6 2 (0.92%) MS Visio
6 2 (0.92%) Spreadsheet
7 1 (0.46%) Weka
Business Applications
1 4 (1.83%) NetSuite
2 1 (0.46%) Dynamics AX
2 1 (0.46%) IBM Planning Analytics
2 1 (0.46%) Oracle ERP
2 1 (0.46%) Oracle Financials
2 1 (0.46%) Oracle Procure-to-Pay
2 1 (0.46%) SAP BPC
2 1 (0.46%) SAP GRC
2 1 (0.46%) SAP Oil and Gas
Cloud Services
1 99 (45.41%) Power Platform
2 55 (25.23%) Azure
3 28 (12.84%) AWS
4 16 (7.34%) Collibra
5 12 (5.50%) GCP
6 9 (4.13%) Azure Data Factory
7 8 (3.67%) Azure Synapse Analytics
7 8 (3.67%) npm
7 8 (3.67%) Snowflake
8 6 (2.75%) SaaS
9 5 (2.29%) PowerApps
10 4 (1.83%) Google Analytics
10 4 (1.83%) Google Data Studio
11 3 (1.38%) Amazon S3
11 3 (1.38%) AWS IoT
11 3 (1.38%) Power Automate
12 2 (0.92%) AWS Step Functions
12 2 (0.92%) Azure Cosmos DB
12 2 (0.92%) Azure Logic Apps
12 2 (0.92%) Fivetran
Communications & Networking
1 6 (2.75%) Intranet
2 3 (1.38%) Internet
3 1 (0.46%) DNS
3 1 (0.46%) DSL
3 1 (0.46%) Firewall
3 1 (0.46%) LAN
3 1 (0.46%) NetScaler
3 1 (0.46%) WAN
Database & Business Intelligence
1 98 (44.95%) Power BI
2 63 (28.90%) Tableau
3 45 (20.64%) Data Warehouse
4 24 (11.01%) Qlik Sense
4 24 (11.01%) QlikView
4 24 (11.01%) SQL Server
5 17 (7.80%) SQL Server Integration Services
6 16 (7.34%) Relational Database
7 14 (6.42%) Data Lake
7 14 (6.42%) Looker
8 13 (5.96%) SQL Server Reporting Services
9 12 (5.50%) Data Mining
10 11 (5.05%) SQL Server Analysis Services
11 10 (4.59%) Big Data
11 10 (4.59%) Power Query
12 8 (3.67%) Azure SQL Database
12 8 (3.67%) Hadoop
13 7 (3.21%) NoSQL
14 6 (2.75%) Azure SQL Data Warehouse
14 6 (2.75%) Star Schema
Development Applications
1 15 (6.88%) JIRA
2 10 (4.59%) Git (software)
3 5 (2.29%) Selenium
4 2 (0.92%) ER Studio
4 2 (0.92%) ERwin
4 2 (0.92%) GitLab
4 2 (0.92%) PowerDesigner
5 1 (0.46%) Jenkins
5 1 (0.46%) Visual Studio
General
1 72 (33.03%) Finance
2 52 (23.85%) Analytical Skills
3 44 (20.18%) Social Skills
4 14 (6.42%) Influencing Skills
5 13 (5.96%) Front Office
6 10 (4.59%) Advertising
6 10 (4.59%) Banking
7 8 (3.67%) Investment Banking
7 8 (3.67%) Presentation Skills
8 7 (3.21%) Marketing
8 7 (3.21%) Retail
9 5 (2.29%) Games
9 5 (2.29%) Legal
10 4 (1.83%) Back Office
10 4 (1.83%) Law
10 4 (1.83%) Organisational Skills
10 4 (1.83%) Publishing
11 3 (1.38%) Financial Institution
11 3 (1.38%) Local Government
12 2 (0.92%) Telecoms
Job Titles
1 73 (33.49%) Analyst
2 60 (27.52%) Developer
3 38 (17.43%) Business Intelligence Analyst
3 38 (17.43%) Data Analyst
4 21 (9.63%) Business Analyst
4 21 (9.63%) Business Intelligence Developer
5 19 (8.72%) Data Business Analyst
6 18 (8.26%) Data Engineer
7 16 (7.34%) Data Scientist
8 15 (6.88%) Business Intelligence Business Analyst
9 13 (5.96%) Designer
9 13 (5.96%) Senior Developer
10 12 (5.50%) Graphic Designer
10 12 (5.50%) Insurance Business Analyst
10 12 (5.50%) React Developer
11 11 (5.05%) Business Intelligence Data Analyst
11 11 (5.05%) Python Developer
11 11 (5.05%) Senior Analyst
11 11 (5.05%) Senior Data Scientist
11 11 (5.05%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 19 (8.72%) React
2 11 (5.05%) HTML
3 10 (4.59%) Sass
4 9 (4.13%) CSS
4 9 (4.13%) Redux
4 9 (4.13%) RESTful
5 8 (3.67%) HTML5
5 8 (3.67%) JSON
5 8 (3.67%) PySpark
6 7 (3.21%) .NET
7 6 (2.75%) XML
8 5 (2.29%) TensorFlow
9 4 (1.83%) .NET Framework
9 4 (1.83%) AngularJS
9 4 (1.83%) ASP.NET
9 4 (1.83%) Beautiful Soup
9 4 (1.83%) Keras
9 4 (1.83%) Regular Expression
9 4 (1.83%) Scrapy
10 3 (1.38%) Web Services
Miscellaneous
1 21 (9.63%) User Experience
2 12 (5.50%) Animation
3 11 (5.05%) Equities
4 9 (4.13%) Algorithms
5 8 (3.67%) Legacy Systems
5 8 (3.67%) Reference Data
5 8 (3.67%) Social Media
6 6 (2.75%) Management Information System
7 5 (2.29%) Data Structures
8 4 (1.83%) Derivative
9 3 (1.38%) NHS
9 3 (1.38%) Virtual Team
10 2 (0.92%) Equity Derivative
10 2 (0.92%) Fixed Income
10 2 (0.92%) Foreign Exchange (FX)
10 2 (0.92%) Greenfield Project
10 2 (0.92%) Self-Motivation
11 1 (0.46%) Blog
11 1 (0.46%) Life Science
11 1 (0.46%) Robotics
Operating Systems
1 6 (2.75%) Linux
1 6 (2.75%) Unix
2 1 (0.46%) Windows
Processes & Methodologies
1 142 (65.14%) Data Visualisation
2 121 (55.50%) Business Intelligence
3 100 (45.87%) Analytics
4 59 (27.06%) Agile Software Development
5 48 (22.02%) Data Science
6 44 (20.18%) Data Analytics
6 44 (20.18%) Data Modelling
7 43 (19.72%) Data Analysis
8 35 (16.06%) Machine Learning
9 32 (14.68%) ETL
10 29 (13.30%) Data Management
10 29 (13.30%) Insurtech
11 26 (11.93%) Dashboard Development
12 23 (10.55%) Problem-Solving
13 22 (10.09%) Mentoring
14 21 (9.63%) User Stories
15 19 (8.72%) DevOps
16 18 (8.26%) Artificial Intelligence
16 18 (8.26%) Decision-Making
17 17 (7.80%) OO
Programming Languages
1 141 (64.68%) SQL
2 80 (36.70%) Python
3 24 (11.01%) R
4 19 (8.72%) JavaScript
5 14 (6.42%) C#
6 12 (5.50%) T-SQL
7 11 (5.05%) VBA
8 10 (4.59%) Java
8 10 (4.59%) TypeScript
9 9 (4.13%) ES7
10 7 (3.21%) PL/SQL
11 6 (2.75%) ANSI SQL
11 6 (2.75%) Data Analysis Expressions (DAX)
12 5 (2.29%) Scala
13 4 (1.83%) PowerShell
13 4 (1.83%) XPath
14 2 (0.92%) PHP
14 2 (0.92%) Shell Script
15 1 (0.46%) C
15 1 (0.46%) MATLAB
Qualifications
1 14 (6.42%) Degree
2 8 (3.67%) PhD
3 4 (1.83%) Master's Degree
4 3 (1.38%) Numerate Degree
5 1 (0.46%) AWS Certification
5 1 (0.46%) CCNA
5 1 (0.46%) CISA
5 1 (0.46%) Cisco Certification
5 1 (0.46%) DV Cleared
5 1 (0.46%) ITIL Certification
5 1 (0.46%) Microsoft Certification
5 1 (0.46%) Oracle Certification
5 1 (0.46%) SC Cleared
5 1 (0.46%) Security Cleared
5 1 (0.46%) Tableau Certification
Quality Assurance & Compliance
1 30 (13.76%) Data Quality
2 5 (2.29%) QA
3 3 (1.38%) GDPR
4 1 (0.46%) Actionable Recommendations
4 1 (0.46%) COBIT
4 1 (0.46%) GRC
4 1 (0.46%) SLA
System Software
1 12 (5.50%) Docker
2 2 (0.92%) Active Directory
2 2 (0.92%) Apache Flume
3 1 (0.46%) VMware Infrastructure
Systems Management
1 5 (2.29%) Kubernetes
2 3 (1.38%) Terraform
3 1 (0.46%) Ansible
3 1 (0.46%) Puppet
3 1 (0.46%) SCCM
Vendors
1 40 (18.35%) Microsoft
2 13 (5.96%) Adobe
3 12 (5.50%) Alteryx
3 12 (5.50%) Google
4 10 (4.59%) Databricks
4 10 (4.59%) Informatica
5 8 (3.67%) Fidessa
6 6 (2.75%) Talend
7 4 (1.83%) Bloomberg
7 4 (1.83%) Cloudera
7 4 (1.83%) Concur
7 4 (1.83%) Hortonworks
7 4 (1.83%) HubSpot
7 4 (1.83%) Oracle
7 4 (1.83%) Sage
7 4 (1.83%) Sun
8 3 (1.38%) IBM
8 3 (1.38%) SAP
9 2 (0.92%) MicroStrategy
10 1 (0.46%) CommVault