Period
to 18 June 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 18 June 2021 with a comparison to the same period in the previous 2 years.

Visualization
Central London > City of London
6 months to
18 Jun 2021
Same period 2020 Same period 2019
Rank 95 108 130
Rank change year-on-year +13 +22 +76
Permanent jobs citing Visualisation 157 154 240
As % of all permanent jobs advertised in the City of London 3.01% 2.48% 2.39%
As % of the Processes & Methodologies category 3.16% 2.63% 2.55%
Number of salaries quoted 147 136 204
10th Percentile £37,500 £43,625 £42,500
25th Percentile £51,125 £52,500 £46,750
Median annual salary (50th Percentile) £57,500 £60,000 £60,000
Median % change year-on-year -4.17% - -
75th Percentile £81,250 £75,000 £76,250
90th Percentile £97,500 £92,500 £87,500
Central London median annual salary £57,500 £62,500 £56,000
% change year-on-year -8.00% +11.61% -6.67%

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 4,969 5,862 9,397
As % of all permanent IT jobs advertised in the City of London 95.14% 94.23% 93.39%
Number of salaries quoted 4,423 5,134 8,375
10th Percentile £43,750 £41,250 £37,500
25th Percentile £55,000 £52,500 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £90,000 £85,000 £82,500
90th Percentile £106,250 £100,000 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +8.33%

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 18 June 2021.

Salary histogram for Visualisation in the City of London

For the 6 months to 18 June 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.

1 104 (66.24%) SQL
2 97 (61.78%) Business Intelligence
3 87 (55.41%) Data Visualisation
4 84 (53.50%) Power BI
4 84 (53.50%) Power Platform
5 67 (42.68%) Tableau
6 66 (42.04%) Analytics
7 56 (35.67%) Python
8 50 (31.85%) Finance
9 47 (29.94%) Microsoft Excel
10 45 (28.66%) Social Skills
11 37 (23.57%) ETL
11 37 (23.57%) Azure
12 33 (21.02%) Agile Software Development
12 33 (21.02%) Data Analysis
13 30 (19.11%) Data Warehouse
13 30 (19.11%) Analytical Skills
14 29 (18.47%) Data Modelling
15 28 (17.83%) Dashboard Development
16 27 (17.20%) Data Governance
16 27 (17.20%) Data Analytics
17 26 (16.56%) Data Quality
18 24 (15.29%) AWS
19 23 (14.65%) SQL Server Integration Services
20 22 (14.01%) Mathematics
20 22 (14.01%) SQL Server
20 22 (14.01%) JavaScript
20 22 (14.01%) Data Science
21 21 (13.38%) Data Management
22 20 (12.74%) Statistics

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 7 (4.46%) SharePoint
2 4 (2.55%) Apache Spark
2 4 (2.55%) SAS
3 3 (1.91%) Apache Pig
4 2 (1.27%) Apache Airflow
5 1 (0.64%) Appian
5 1 (0.64%) Elasticsearch
Applications
1 47 (29.94%) Microsoft Excel
2 12 (7.64%) Spreadsheet
3 4 (2.55%) Microsoft Office
4 2 (1.27%) Microsoft PowerPoint
5 1 (0.64%) MS Visio
5 1 (0.64%) Weka
Business Applications
1 1 (0.64%) Dynamics AX
Cloud Services
1 84 (53.50%) Power Platform
2 37 (23.57%) Azure
3 24 (15.29%) AWS
4 10 (6.37%) GCP
5 7 (4.46%) Azure Data Factory
5 7 (4.46%) npm
6 4 (2.55%) Snowflake
7 3 (1.91%) Amazon S3
7 3 (1.91%) AWS IoT
7 3 (1.91%) Azure Synapse Analytics
7 3 (1.91%) Google Analytics
7 3 (1.91%) Google Data Studio
7 3 (1.91%) SaaS
8 2 (1.27%) AWS Step Functions
8 2 (1.27%) Azure Cosmos DB
8 2 (1.27%) Cloud Computing
8 2 (1.27%) Power Automate
8 2 (1.27%) PowerApps
9 1 (0.64%) Azure Logic Apps
9 1 (0.64%) Azure Storage
Database & Business Intelligence
1 84 (53.50%) Power BI
2 67 (42.68%) Tableau
3 30 (19.11%) Data Warehouse
4 23 (14.65%) SQL Server Integration Services
5 22 (14.01%) SQL Server
6 19 (12.10%) SQL Server Analysis Services
7 17 (10.83%) SQL Server Reporting Services
8 16 (10.19%) Big Data
9 15 (9.55%) BusinessObjects
10 14 (8.92%) Yellowfin
11 11 (7.01%) Data Lake
12 10 (6.37%) Microsoft Analysis Services
13 9 (5.73%) Amazon Redshift
14 7 (4.46%) Looker
14 7 (4.46%) QlikView
15 6 (3.82%) PostgreSQL
16 5 (3.18%) Data Mining
16 5 (3.18%) OLTP
16 5 (3.18%) Qlik Sense
16 5 (3.18%) Relational Database
Development Applications
1 13 (8.28%) JIRA
2 9 (5.73%) Git (software)
3 3 (1.91%) ER Studio
3 3 (1.91%) ERwin
3 3 (1.91%) PowerDesigner
4 2 (1.27%) Selenium
5 1 (0.64%) Crashlytics
5 1 (0.64%) Jenkins
5 1 (0.64%) SQL Server Management Studio (SSMS)
General
1 50 (31.85%) Finance
2 45 (28.66%) Social Skills
3 30 (19.11%) Analytical Skills
4 11 (7.01%) Financial Institution
5 8 (5.10%) Banking
5 8 (5.10%) Influencing Skills
6 7 (4.46%) Front Office
6 7 (4.46%) Investment Banking
6 7 (4.46%) Marketing
7 6 (3.82%) Advertising
7 6 (3.82%) Presentation Skills
7 6 (3.82%) Public Sector
8 5 (3.18%) Retail
9 4 (2.55%) Back Office
9 4 (2.55%) Games
9 4 (2.55%) Local Government
9 4 (2.55%) Organisational Skills
10 3 (1.91%) Legal
10 3 (1.91%) Publishing
11 2 (1.27%) Law
Job Titles
1 57 (36.31%) Analyst
2 45 (28.66%) Developer
3 42 (26.75%) Data Analyst
4 21 (13.38%) Business Intelligence Analyst
5 18 (11.46%) Business Intelligence Developer
6 14 (8.92%) Business Intelligence Data Analyst
7 13 (8.28%) Data Engineer
8 12 (7.64%) Senior Analyst
8 12 (7.64%) SQL Analyst
9 11 (7.01%) React Developer
9 11 (7.01%) SQL Data Analyst
10 9 (5.73%) Power BI Analyst
11 8 (5.10%) Analyst Developer
11 8 (5.10%) Business Intelligence Specialist
11 8 (5.10%) Power BI Developer
12 7 (4.46%) Architect
12 7 (4.46%) Lead Developer
12 7 (4.46%) Report Specialist
12 7 (4.46%) Senior Data Analyst
12 7 (4.46%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (12.74%) React
2 12 (7.64%) HTML
3 11 (7.01%) HTML5
4 10 (6.37%) Sass
5 9 (5.73%) Redux
6 8 (5.10%) RESTful
7 7 (4.46%) D3.js
7 7 (4.46%) PySpark
8 6 (3.82%) CSS
8 6 (3.82%) JSON
9 5 (3.18%) SQLAlchemy
10 4 (2.55%) .NET
10 4 (2.55%) .NET Framework
10 4 (2.55%) ASP.NET
11 3 (1.91%) AngularJS
11 3 (1.91%) NumPy
11 3 (1.91%) scikit-learn
11 3 (1.91%) Swagger
11 3 (1.91%) Vaadin
11 3 (1.91%) XML
Miscellaneous
1 14 (8.92%) User Experience
2 11 (7.01%) Data Structures
3 9 (5.73%) Algorithms
3 9 (5.73%) Equities
4 7 (4.46%) Reference Data
5 6 (3.82%) Management Information System
6 3 (1.91%) Analytical Mindset
6 3 (1.91%) Derivative
6 3 (1.91%) NHS
7 2 (1.27%) Greenfield Project
7 2 (1.27%) Reinsurance
7 2 (1.27%) Social Media
8 1 (0.64%) Equity Derivative
8 1 (0.64%) Fixed Income
8 1 (0.64%) Foreign Exchange (FX)
8 1 (0.64%) Hedge funds
8 1 (0.64%) Mobile App
8 1 (0.64%) Self-Motivation
8 1 (0.64%) Virtual Team
Operating Systems
1 5 (3.18%) Linux
2 3 (1.91%) Unix
Processes & Methodologies
1 97 (61.78%) Business Intelligence
2 87 (55.41%) Data Visualisation
3 66 (42.04%) Analytics
4 37 (23.57%) ETL
5 33 (21.02%) Agile Software Development
5 33 (21.02%) Data Analysis
6 29 (18.47%) Data Modelling
7 28 (17.83%) Dashboard Development
8 27 (17.20%) Data Analytics
8 27 (17.20%) Data Governance
9 22 (14.01%) Data Science
9 22 (14.01%) Mathematics
10 21 (13.38%) Data Management
11 20 (12.74%) Statistics
12 19 (12.10%) OO
13 16 (10.19%) Decision-Making
13 16 (10.19%) DevOps
14 15 (9.55%) SDLC
14 15 (9.55%) Validation
15 14 (8.92%) Machine Learning
Programming Languages
1 104 (66.24%) SQL
2 56 (35.67%) Python
3 22 (14.01%) JavaScript
4 16 (10.19%) R
5 10 (6.37%) C#
5 10 (6.37%) TypeScript
5 10 (6.37%) VBA
6 9 (5.73%) Data Analysis Expressions (DAX)
6 9 (5.73%) Java
7 8 (5.10%) ES7
8 5 (3.18%) T-SQL
9 3 (1.91%) Scala
10 2 (1.27%) MATLAB
10 2 (1.27%) PowerShell
10 2 (1.27%) Shell Script
10 2 (1.27%) XPath
11 1 (0.64%) C
Qualifications
1 14 (8.92%) Degree
2 4 (2.55%) PhD
3 2 (1.27%) DV Cleared
3 2 (1.27%) SC Cleared
3 2 (1.27%) Security Cleared
4 1 (0.64%) Master's Degree
Quality Assurance & Compliance
1 26 (16.56%) Data Quality
2 4 (2.55%) GDPR
2 4 (2.55%) QA
3 1 (0.64%) Accessibility
System Software
1 8 (5.10%) Docker
2 3 (1.91%) Apache Flume
Systems Management
1 4 (2.55%) Kubernetes
2 1 (0.64%) Ansible
2 1 (0.64%) Puppet
2 1 (0.64%) Terraform
Vendors
1 17 (10.83%) Microsoft
2 8 (5.10%) Google
3 7 (4.46%) Fidessa
4 5 (3.18%) Bloomberg
4 5 (3.18%) SAP
5 4 (2.55%) Concur
5 4 (2.55%) Databricks
5 4 (2.55%) Informatica
5 4 (2.55%) Sage
5 4 (2.55%) Sun
6 3 (1.91%) Alteryx
6 3 (1.91%) Facebook
6 3 (1.91%) Talend
7 2 (1.27%) IBM
7 2 (1.27%) Oracle
8 1 (0.64%) Adobe
8 1 (0.64%) Hortonworks
8 1 (0.64%) MicroStrategy
8 1 (0.64%) Salesforce.com
8 1 (0.64%) Siebel