Period
to 22 June 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 22 June 2021 with a comparison to the same period in the previous 2 years.

Data Analysis
Central London > City of London
6 months to
22 Jun 2021
Same period 2020 Same period 2019
Rank 104 159 153
Rank change year-on-year +55 -6 -11
Permanent jobs citing Data Analysis 145 92 196
As % of all permanent jobs advertised in the City of London 2.76% 1.49% 1.94%
As % of the Processes & Methodologies category 2.90% 1.58% 2.08%
Number of salaries quoted 125 84 172
10th Percentile £42,500 £30,125 £42,500
25th Percentile £47,500 £47,250 £47,688
Median annual salary (50th Percentile) £55,000 £60,000 £62,500
Median % change year-on-year -8.33% -4.00% +13.64%
75th Percentile £71,250 £79,313 £79,063
90th Percentile £79,500 £91,250 £91,250
Central London median annual salary £55,000 £62,500 £62,500
% change year-on-year -12.00% - +13.64%

Data Analysis 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 4,995 5,819 9,445
As % of all permanent IT jobs advertised in the City of London 95.12% 94.23% 93.43%
Number of salaries quoted 4,448 5,092 8,421
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 £98,750 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +8.33%

Data Analysis
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Analysis in the City of London

Data Analysis
Salary Trend in the City of London

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

Salary trend for Data Analysis in the City of London

Data Analysis
Salary Histogram in the City of London

Salary distribution for jobs citing Data Analysis in the City of London over the 6 months to 22 June 2021.

Salary histogram for Data Analysis in the City of London

For the 6 months to 22 June 2021, IT jobs citing Data Analysis 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 Data Analysis.

1 79 (54.48%) SQL
2 63 (43.45%) Business Intelligence
3 61 (42.07%) Analytics
4 55 (37.93%) Power BI
4 55 (37.93%) Power Platform
5 50 (34.48%) Finance
6 49 (33.79%) SQL Server
7 41 (28.28%) Data Modelling
7 41 (28.28%) Analytical Skills
8 38 (26.21%) Data Warehouse
9 35 (24.14%) Social Skills
10 34 (23.45%) SQL Server Integration Services
11 33 (22.76%) Visualisation
11 33 (22.76%) Microsoft Excel
12 29 (20.00%) Data Quality
12 29 (20.00%) Decision-Making
13 28 (19.31%) Agile Software Development
13 28 (19.31%) Python
13 28 (19.31%) Microsoft
14 27 (18.62%) Data Management
14 27 (18.62%) Tableau
15 25 (17.24%) ETL
15 25 (17.24%) SQL Server Reporting Services
15 25 (17.24%) Business Analysis
15 25 (17.24%) Big Data
16 24 (16.55%) Degree
16 24 (16.55%) Data Governance
16 24 (16.55%) Data Visualisation
17 22 (15.17%) Validation
18 20 (13.79%) Management Information System

Data Analysis
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 14 (9.66%) SharePoint
2 4 (2.76%) Apache Spark
3 2 (1.38%) Apache Airflow
3 2 (1.38%) Apache Pig
3 2 (1.38%) MS Exchange
3 2 (1.38%) SAS
4 1 (0.69%) Appian
Applications
1 33 (22.76%) Microsoft Excel
2 12 (8.28%) Spreadsheet
3 9 (6.21%) Microsoft PowerPoint
4 8 (5.52%) Microsoft Office
5 1 (0.69%) MS Visio
Business Applications
1 12 (8.28%) Dynamics CRM
2 5 (3.45%) SAP ERP
3 2 (1.38%) Relativity
3 2 (1.38%) SAP Business One
Cloud Services
1 55 (37.93%) Power Platform
2 19 (13.10%) AWS
3 17 (11.72%) Azure
4 13 (8.97%) Power Automate
4 13 (8.97%) PowerApps
5 6 (4.14%) GCP
6 5 (3.45%) Azure Data Factory
6 5 (3.45%) Snowflake
7 3 (2.07%) AWS Step Functions
7 3 (2.07%) Microsoft 365
8 2 (1.38%) Amazon S3
8 2 (1.38%) Azure Synapse Analytics
8 2 (1.38%) Google Analytics
8 2 (1.38%) Google Data Studio
8 2 (1.38%) Mimecast
9 1 (0.69%) Azure Storage
9 1 (0.69%) Firebase
9 1 (0.69%) Google Ads
9 1 (0.69%) Matillion
9 1 (0.69%) NUVI
Communications & Networking
1 3 (2.07%) Firewall
1 3 (2.07%) VPN
2 2 (1.38%) DHCP
2 2 (1.38%) DNS
2 2 (1.38%) Extranet
2 2 (1.38%) SMTP
2 2 (1.38%) TCP/IP
3 1 (0.69%) Intrusion Detection
3 1 (0.69%) LAN
Database & Business Intelligence
1 55 (37.93%) Power BI
2 49 (33.79%) SQL Server
3 38 (26.21%) Data Warehouse
4 34 (23.45%) SQL Server Integration Services
5 27 (18.62%) Tableau
6 25 (17.24%) Big Data
6 25 (17.24%) SQL Server Reporting Services
7 10 (6.90%) MySQL
7 10 (6.90%) SQL Server 2016
8 9 (6.21%) SQL Server Analysis Services
9 8 (5.52%) Hadoop
9 8 (5.52%) OLTP
10 7 (4.83%) Amazon Redshift
11 6 (4.14%) Data Mining
11 6 (4.14%) DB2
11 6 (4.14%) Oracle Database
12 5 (3.45%) Data Lake
12 5 (3.45%) NoSQL
13 4 (2.76%) Geospatial Data
13 4 (2.76%) GIS
Development Applications
1 7 (4.83%) Git (software)
1 7 (4.83%) Team Foundation Server
2 6 (4.14%) ER Studio
2 6 (4.14%) ERwin
2 6 (4.14%) PowerDesigner
3 3 (2.07%) JIRA
3 3 (2.07%) Subversion
3 3 (2.07%) Toad
3 3 (2.07%) TortoiseSVN
4 1 (0.69%) Crashlytics
4 1 (0.69%) Jenkins
4 1 (0.69%) SQL Server Management Studio (SSMS)
General
1 50 (34.48%) Finance
2 41 (28.28%) Analytical Skills
3 35 (24.14%) Social Skills
4 10 (6.90%) Banking
5 9 (6.21%) Advertising
5 9 (6.21%) Law
6 8 (5.52%) Front Office
7 7 (4.83%) Influencing Skills
7 7 (4.83%) Legal
8 6 (4.14%) Back Office
9 4 (2.76%) Local Government
9 4 (2.76%) Marketing
9 4 (2.76%) Organisational Skills
9 4 (2.76%) Public Sector
10 3 (2.07%) Financial Institution
10 3 (2.07%) Retail
11 1 (0.69%) Pharmaceutical
11 1 (0.69%) Presentation Skills
Job Titles
1 66 (45.52%) Analyst
2 41 (28.28%) Data Analyst
3 26 (17.93%) Developer
4 23 (15.86%) Applications Support
5 19 (13.10%) SQL Analyst
6 14 (9.66%) SQL Data Analyst
7 13 (8.97%) Consultant
8 12 (8.28%) SQL Developer
9 10 (6.90%) .NET Applications Developer
9 10 (6.90%) .NET Developer
9 10 (6.90%) Applications Developer
9 10 (6.90%) Business Intelligence Analyst
9 10 (6.90%) C# .NET Developer
9 10 (6.90%) C# Application Developer
9 10 (6.90%) C# Developer
9 10 (6.90%) Senior Analyst
9 10 (6.90%) SQL Server Developer
10 9 (6.21%) Excel Analyst
10 9 (6.21%) Team Leader
11 8 (5.52%) Application Support Team Leader
Libraries, Frameworks & Software Standards
1 12 (8.28%) .NET
2 10 (6.90%) ASP.NET
2 10 (6.90%) ASP.NET MVC
3 4 (2.76%) Kafka
4 3 (2.07%) PySpark
5 2 (1.38%) .NET Framework
5 2 (1.38%) Redux
5 2 (1.38%) Spring
6 1 (0.69%) GraphQL
6 1 (0.69%) Middleware
6 1 (0.69%) Spring Boot
Miscellaneous
1 20 (13.79%) Management Information System
2 9 (6.21%) Analytical Mindset
3 8 (5.52%) Derivative
4 7 (4.83%) Foreign Exchange (FX)
5 6 (4.14%) Data Structures
5 6 (4.14%) User Experience
6 4 (2.76%) Algorithms
7 2 (1.38%) Cyberattack
7 2 (1.38%) Reinsurance
8 1 (0.69%) Credit Risk
8 1 (0.69%) Equities
8 1 (0.69%) Equity Derivative
8 1 (0.69%) Fixed Income
8 1 (0.69%) Mainframe
8 1 (0.69%) Market Risk
8 1 (0.69%) Mobile App
8 1 (0.69%) Self-Motivation
8 1 (0.69%) Social Media
Operating Systems
1 18 (12.41%) Windows
2 15 (10.34%) Unix
3 4 (2.76%) Windows Server
4 2 (1.38%) Windows Server 2012
5 1 (0.69%) Linux
5 1 (0.69%) Windows 10
Processes & Methodologies
1 63 (43.45%) Business Intelligence
2 61 (42.07%) Analytics
3 41 (28.28%) Data Modelling
4 33 (22.76%) Visualisation
5 29 (20.00%) Decision-Making
6 28 (19.31%) Agile Software Development
7 27 (18.62%) Data Management
8 25 (17.24%) Business Analysis
8 25 (17.24%) ETL
9 24 (16.55%) Data Governance
9 24 (16.55%) Data Visualisation
10 22 (15.17%) Validation
11 20 (13.79%) Problem-Solving
12 18 (12.41%) Dashboard Development
12 18 (12.41%) Statistics
13 17 (11.72%) Data Validation
13 17 (11.72%) Mathematics
14 15 (10.34%) Data Mapping
14 15 (10.34%) Data Science
14 15 (10.34%) Wireframes
Programming Languages
1 79 (54.48%) SQL
2 28 (19.31%) Python
3 17 (11.72%) C#
4 13 (8.97%) JavaScript
5 11 (7.59%) T-SQL
6 4 (2.76%) Java
6 4 (2.76%) VBA
7 3 (2.07%) Go
8 2 (1.38%) MATLAB
9 1 (0.69%) C
9 1 (0.69%) PowerShell
9 1 (0.69%) R
9 1 (0.69%) Scala
9 1 (0.69%) Shell Script
9 1 (0.69%) VBScript
Qualifications
1 24 (16.55%) Degree
2 9 (6.21%) Master's Degree
3 4 (2.76%) PhD
3 4 (2.76%) SC Cleared
3 4 (2.76%) Security Cleared
4 3 (2.07%) DV Cleared
5 2 (1.38%) CISA
5 2 (1.38%) Computer Science Degree
5 2 (1.38%) PMI Certification
5 2 (1.38%) PMP
Quality Assurance & Compliance
1 29 (20.00%) Data Quality
2 6 (4.14%) EMIR
2 6 (4.14%) MiFID
3 3 (2.07%) GDPR
4 2 (1.38%) ISO/IEC 27001
4 2 (1.38%) NIST
4 2 (1.38%) Sarbanes-Oxley
5 1 (0.69%) Basel III
5 1 (0.69%) Cyber Essentials
5 1 (0.69%) HMG Security Policy Framework
5 1 (0.69%) QA
System Software
1 3 (2.07%) Apache Flume
2 2 (1.38%) Active Directory
Systems Management
1 1 (0.69%) Kubernetes
1 1 (0.69%) Puppet
1 1 (0.69%) Salt
1 1 (0.69%) SCCM
1 1 (0.69%) Single Sign-On
1 1 (0.69%) Terraform
Vendors
1 28 (19.31%) Microsoft
2 11 (7.59%) Oracle
2 11 (7.59%) SAP
3 5 (3.45%) Databricks
3 5 (3.45%) Google
3 5 (3.45%) PeopleSoft
4 4 (2.76%) Cloudera
4 4 (2.76%) Informatica
5 3 (2.07%) Alteryx
5 3 (2.07%) iManage
5 3 (2.07%) Intapp
5 3 (2.07%) Salesforce.com
6 2 (1.38%) CrowdStrike
6 2 (1.38%) IBM
6 2 (1.38%) MicroStrategy
6 2 (1.38%) Mitel
6 2 (1.38%) Polycom
7 1 (0.69%) Facebook
7 1 (0.69%) Talend
7 1 (0.69%) Twitter