Period
to 28 January 2022

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

Visualization
Central London > City of London
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 65 101 108
Rank change year-on-year +36 +7 +50
Permanent jobs citing Visualisation 279 127 263
As % of all permanent jobs advertised in the City of London 4.41% 2.92% 2.87%
As % of the Processes & Methodologies category 4.70% 3.06% 3.05%
Number of salaries quoted 264 115 238
10th Percentile £40,000 £42,500 £39,400
25th Percentile £51,250 £56,250 £51,438
Median annual salary (50th Percentile) £65,000 £70,000 £62,500
Median % change year-on-year -7.14% +12.00% +13.64%
75th Percentile £81,250 £82,500 £77,500
90th Percentile £107,500 £103,750 £96,250
Central London median annual salary £65,000 £67,500 £62,500
% change year-on-year -3.70% +8.00% +13.64%

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 5,931 4,146 8,632
As % of all permanent IT jobs advertised in the City of London 93.70% 95.33% 94.26%
Number of salaries quoted 5,205 3,658 7,529
10th Percentile £45,000 £45,000 £37,500
25th Percentile £56,250 £56,250 £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 £92,500 £87,500 £82,500
90th Percentile £110,000 £105,000 £97,500
Central London median annual salary £72,500 £70,000 £66,000
% change year-on-year +3.57% +6.06% +1.54%

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 28 January 2022.

Salary histogram for Visualisation in the City of London

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 City of London region with a requirement for Visualisation.

1 187 (67.03%) Data Visualisation
2 169 (60.57%) SQL
3 162 (58.06%) Business Intelligence
4 139 (49.82%) Power Platform
5 138 (49.46%) Power BI
6 128 (45.88%) Analytics
7 96 (34.41%) Finance
8 91 (32.62%) Python
9 77 (27.60%) Tableau
10 72 (25.81%) Agile Software Development
11 71 (25.45%) Analytical Skills
12 68 (24.37%) Azure
13 64 (22.94%) Microsoft
14 63 (22.58%) Data Analytics
14 63 (22.58%) Social Skills
15 62 (22.22%) Data Warehouse
15 62 (22.22%) Data Modelling
16 60 (21.51%) Data Science
17 46 (16.49%) Data Engineering
18 44 (15.77%) Machine Learning
19 42 (15.05%) Data Analysis
20 41 (14.70%) Data Quality
21 40 (14.34%) Qlik Sense
21 40 (14.34%) ETL
22 34 (12.19%) Degree
22 34 (12.19%) AWS
23 32 (11.47%) Insurtech
24 29 (10.39%) Microsoft Excel
25 28 (10.04%) QlikView
26 27 (9.68%) Software Engineering

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 (2.87%) Apache Spark
2 4 (1.43%) Appian
3 1 (0.36%) Apache
3 1 (0.36%) Apache Airflow
3 1 (0.36%) Elasticsearch
3 1 (0.36%) SharePoint
Applications
1 29 (10.39%) Microsoft Excel
2 17 (6.09%) Microsoft PowerPoint
3 15 (5.38%) Adobe Illustrator
3 15 (5.38%) InDesign
3 15 (5.38%) Photoshop
4 3 (1.08%) Microsoft Office
5 2 (0.72%) Adobe After Effects
5 2 (0.72%) Adobe Creative Suite
5 2 (0.72%) Adobe Premiere
6 1 (0.36%) Chatbot
Business Applications
1 5 (1.79%) NetSuite
Cloud Services
1 139 (49.82%) Power Platform
2 68 (24.37%) Azure
3 34 (12.19%) AWS
4 14 (5.02%) GCP
5 13 (4.66%) Azure Data Factory
5 13 (4.66%) Azure Synapse Analytics
5 13 (4.66%) Collibra
6 9 (3.23%) SaaS
7 7 (2.51%) Snowflake
8 6 (2.15%) Google Analytics
9 5 (1.79%) IaaS
9 5 (1.79%) PaaS
10 4 (1.43%) Azure Cosmos DB
10 4 (1.43%) Azure Data Lake Analytics
10 4 (1.43%) Azure Stack
10 4 (1.43%) dbt
10 4 (1.43%) Fivetran
10 4 (1.43%) Google Data Studio
10 4 (1.43%) Serverless
11 2 (0.72%) Azure Logic Apps
Communications & Networking
1 5 (1.79%) Intranet
2 2 (0.72%) DNS
2 2 (0.72%) DSL
2 2 (0.72%) Internet
3 1 (0.36%) Firewall
3 1 (0.36%) LAN
3 1 (0.36%) NetScaler
3 1 (0.36%) Network Security
3 1 (0.36%) WAN
Database & Business Intelligence
1 138 (49.46%) Power BI
2 77 (27.60%) Tableau
3 62 (22.22%) Data Warehouse
4 40 (14.34%) Qlik Sense
5 28 (10.04%) QlikView
6 24 (8.60%) Looker
7 23 (8.24%) Hadoop
7 23 (8.24%) SQL Server
8 19 (6.81%) SQL Server Integration Services
9 18 (6.45%) Relational Database
10 16 (5.73%) Power Query
11 13 (4.66%) Data Lake
12 12 (4.30%) Azure SQL Database
12 12 (4.30%) Data Mining
12 12 (4.30%) SQL Server Reporting Services
13 11 (3.94%) SQL Server Analysis Services
14 8 (2.87%) Big Data
15 7 (2.51%) Metadata
15 7 (2.51%) Microsoft Analysis Services
15 7 (2.51%) NoSQL
Development Applications
1 6 (2.15%) Git (software)
2 4 (1.43%) Jenkins
3 3 (1.08%) Visual Studio
4 2 (0.72%) Atlassian Bamboo
4 2 (0.72%) GitLab
4 2 (0.72%) Vagrant
5 1 (0.36%) Cypress.io
5 1 (0.36%) JIRA
5 1 (0.36%) Selenium
5 1 (0.36%) Spinnaker
5 1 (0.36%) Visual Studio Code
General
1 96 (34.41%) Finance
2 71 (25.45%) Analytical Skills
3 63 (22.58%) Social Skills
4 17 (6.09%) Advertising
4 17 (6.09%) Front Office
4 17 (6.09%) Presentation Skills
5 9 (3.23%) Electronics
5 9 (3.23%) Retail
6 8 (2.87%) Influencing Skills
6 8 (2.87%) Marketing
7 7 (2.51%) Manufacturing
8 4 (1.43%) Banking
9 3 (1.08%) Law
9 3 (1.08%) Telecoms
10 2 (0.72%) Organisational Skills
10 2 (0.72%) Public Sector
11 1 (0.36%) Automotive
11 1 (0.36%) Documentation Skills
11 1 (0.36%) Games
11 1 (0.36%) Social Housing
Job Titles
1 91 (32.62%) Analyst
2 68 (24.37%) Developer
3 45 (16.13%) Data Analyst
4 44 (15.77%) Business Intelligence Analyst
5 41 (14.70%) Business Intelligence Developer
6 26 (9.32%) Business Analyst
6 26 (9.32%) Data Business Analyst
7 22 (7.89%) Data Scientist
8 20 (7.17%) Power BI Developer
9 17 (6.09%) Business Intelligence Business Analyst
9 17 (6.09%) Data Engineer
10 16 (5.73%) Front Office Developer
10 16 (5.73%) Python Developer
10 16 (5.73%) SQL Analyst
10 16 (5.73%) SQL Data Analyst
11 15 (5.38%) Designer
11 15 (5.38%) Graphic Designer
12 14 (5.02%) Senior Data Scientist
13 12 (4.30%) Business Data Analyst
13 12 (4.30%) Business Intelligence Data Analyst
Libraries, Frameworks & Software Standards
1 17 (6.09%) CSS
2 14 (5.02%) XML
3 13 (4.66%) JSON
4 6 (2.15%) React
5 5 (1.79%) .NET
5 5 (1.79%) D3.js
6 4 (1.43%) HTML
6 4 (1.43%) XGBoost
7 3 (1.08%) CSS3
7 3 (1.08%) PySpark
7 3 (1.08%) Spark Streaming
8 2 (0.72%) ARM Templates
8 2 (0.72%) Elastic Stack
8 2 (0.72%) HTML5
8 2 (0.72%) Matplotlib
8 2 (0.72%) Regular Expression
8 2 (0.72%) TensorFlow
8 2 (0.72%) XHTML
9 1 (0.36%) MDX
9 1 (0.36%) Node.js
Miscellaneous
1 20 (7.17%) User Experience
2 15 (5.38%) Animation
3 6 (2.15%) Algorithms
3 6 (2.15%) Virtual Team
4 5 (1.79%) Management Information System
5 3 (1.08%) Reinsurance
5 3 (1.08%) Social Media
6 2 (0.72%) Data Structures
6 2 (0.72%) Derivative
6 2 (0.72%) Enterprise Software
6 2 (0.72%) Self-Motivation
7 1 (0.36%) Blog
7 1 (0.36%) Cloud Native
7 1 (0.36%) Digital Media
7 1 (0.36%) Greenfield Project
7 1 (0.36%) NHS
7 1 (0.36%) Public Cloud
7 1 (0.36%) Reference Data
7 1 (0.36%) Taxonomies
Operating Systems
1 4 (1.43%) Unix
2 1 (0.36%) Linux
2 1 (0.36%) Windows
Processes & Methodologies
1 187 (67.03%) Data Visualisation
2 162 (58.06%) Business Intelligence
3 128 (45.88%) Analytics
4 72 (25.81%) Agile Software Development
5 63 (22.58%) Data Analytics
6 62 (22.22%) Data Modelling
7 60 (21.51%) Data Science
8 46 (16.49%) Data Engineering
9 44 (15.77%) Machine Learning
10 42 (15.05%) Data Analysis
11 40 (14.34%) ETL
12 32 (11.47%) Insurtech
13 27 (9.68%) Problem-Solving
13 27 (9.68%) Software Engineering
14 26 (9.32%) Data Management
15 25 (8.96%) Artificial Intelligence
15 25 (8.96%) User Stories
16 24 (8.60%) Mentoring
16 24 (8.60%) Thought Leadership
17 23 (8.24%) Decision-Making
Programming Languages
1 169 (60.57%) SQL
2 91 (32.62%) Python
3 26 (9.32%) Java
3 26 (9.32%) R
4 23 (8.24%) T-SQL
5 15 (5.38%) PL/SQL
6 14 (5.02%) ANSI SQL
6 14 (5.02%) Data Analysis Expressions (DAX)
7 12 (4.30%) JavaScript
8 7 (2.51%) C#
9 5 (1.79%) Scala
10 4 (1.43%) U-SQL
11 3 (1.08%) VBA
12 2 (0.72%) C
12 2 (0.72%) MATLAB
12 2 (0.72%) PowerShell
12 2 (0.72%) TypeScript
13 1 (0.36%) Bash
13 1 (0.36%) C++
13 1 (0.36%) PHP
Qualifications
1 34 (12.19%) Degree
2 9 (3.23%) Computer Science Degree
3 7 (2.51%) PhD
4 6 (2.15%) Master's Degree
5 5 (1.79%) Microsoft Certification
6 3 (1.08%) Numerate Degree
7 1 (0.36%) AWS Certification
7 1 (0.36%) CCNA
7 1 (0.36%) Cisco Certification
7 1 (0.36%) ITIL Certification
7 1 (0.36%) Tableau Certification
Quality Assurance & Compliance
1 41 (14.70%) Data Quality
2 23 (8.24%) QA
3 3 (1.08%) SLA
4 1 (0.36%) COBIT
4 1 (0.36%) GDPR
System Software
1 24 (8.60%) Docker
2 2 (0.72%) Active Directory
2 2 (0.72%) VirtualBox
3 1 (0.36%) VMware Infrastructure
Systems Management
1 6 (2.15%) Kubernetes
1 6 (2.15%) Terraform
2 3 (1.08%) Ansible
3 2 (0.72%) Docker Swarm
4 1 (0.36%) SCCM
Vendors
1 64 (22.94%) Microsoft
2 16 (5.73%) Adobe
2 16 (5.73%) Google
3 15 (5.38%) Databricks
4 11 (3.94%) Alteryx
5 10 (3.58%) IBM
5 10 (3.58%) Informatica
6 7 (2.51%) Cloudera
6 7 (2.51%) Hortonworks
7 6 (2.15%) Talend
8 5 (1.79%) HubSpot
9 4 (1.43%) Oracle
9 4 (1.43%) SAP
10 2 (0.72%) MicroStrategy
10 2 (0.72%) Salesforce.com
11 1 (0.36%) Nimble Storage
11 1 (0.36%) Palo Alto
11 1 (0.36%) Symantec
11 1 (0.36%) Veeam
11 1 (0.36%) VMware