Period
to 11 July 2020

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 11 July 2020 with a comparison to the same period in the previous 2 years.

Data Analysis
Central London > City of London
6 months to
11 Jul 2020
Same period 2019 Same period 2018
Rank 157 148 143
Rank change year-on-year -9 -5 -8
Permanent jobs citing Data Analysis 90 211 257
As % of all permanent jobs advertised in the City of London 1.51% 2.02% 2.27%
As % of the Processes & Methodologies category 1.60% 2.16% 2.42%
Number of salaries quoted 81 201 243
Median annual salary £60,000 £62,500 £56,743
Median salary % change year-on-year -4.00% +10.15% +3.17%
10th Percentile £32,500 £42,500 £31,250
90th Percentile £91,250 £92,500 £89,500
Central London median annual salary £60,000 £62,500 £55,000
% change year-on-year -4.00% +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 5,608 9,747 10,606
As % of all permanent IT jobs advertised in the City of London 94.20% 93.40% 93.63%
Number of salaries quoted 4,894 8,609 9,411
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,110 £37,500 £36,250
90th Percentile £97,500 £97,500 £93,750
Central London median annual salary £70,000 £65,000 £60,000
% 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 11 July 2020.

Salary histogram for Data Analysis in the City of London

Data Analysis
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the City of London region over the 6 months to 11 July 2020. 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
Job
Vacancies
London Bridge - 1 £37,500 -
Data Analysis
Central London

For the 6 months to 11 July 2020, 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 43 (47.78%) SQL
2 33 (36.67%) Business Intelligence
3 29 (32.22%) Data Modelling
3 29 (32.22%) Finance
4 26 (28.89%) Agile Software Development
5 20 (22.22%) Visualisation
5 20 (22.22%) Analytics
6 19 (21.11%) Power BI
6 19 (21.11%) Power Platform
7 17 (18.89%) Problem-Solving
7 17 (18.89%) Analytical Skills
7 17 (18.89%) Data Quality
7 17 (18.89%) ETL
8 15 (16.67%) Data Warehouse
9 14 (15.56%) Python
9 14 (15.56%) Microsoft Excel
9 14 (15.56%) Azure
9 14 (15.56%) User Experience
10 13 (14.44%) Data Visualisation
10 13 (14.44%) SQL Server Integration Services
10 13 (14.44%) Microsoft
10 13 (14.44%) Oracle
11 12 (13.33%) Stakeholder Management
11 12 (13.33%) Scrum
12 11 (12.22%) SQL Server
13 10 (11.11%) Java
13 10 (11.11%) Management Information System
13 10 (11.11%) Business Analysis
13 10 (11.11%) User Acceptance Testing
13 10 (11.11%) Cloud Computing

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 2 (2.22%) Apache Spark
1 2 (2.22%) Jupyter
2 1 (1.11%) Apache
2 1 (1.11%) Apache Airflow
2 1 (1.11%) IBM HTTP Server
2 1 (1.11%) Mule
2 1 (1.11%) SAS
2 1 (1.11%) SharePoint
Applications
1 14 (15.56%) Microsoft Excel
2 8 (8.89%) Figma
3 7 (7.78%) Microsoft Office
4 5 (5.56%) InVision
4 5 (5.56%) Sketch
5 4 (4.44%) Microsoft PowerPoint
6 3 (3.33%) MS Visio
6 3 (3.33%) Spreadsheet
7 2 (2.22%) Microsoft Project
Business Applications
1 3 (3.33%) Oracle General Ledger
1 3 (3.33%) Oracle Internet Expenses
1 3 (3.33%) Oracle iProcurement
1 3 (3.33%) Oracle Procure-to-Pay
2 2 (2.22%) SAP Business One
3 1 (1.11%) Elite 3E
3 1 (1.11%) Markit EDM
Cloud Services
1 19 (21.11%) Power Platform
2 14 (15.56%) Azure
3 10 (11.11%) Cloud Computing
4 6 (6.67%) AWS
5 2 (2.22%) Amazon S3
6 1 (1.11%) Amazon Kinesis
6 1 (1.11%) Azure Machine Learning
6 1 (1.11%) Logic Apps
6 1 (1.11%) Office 365
Communications & Networking
1 2 (2.22%) FTP
Database & Business Intelligence
1 19 (21.11%) Power BI
2 15 (16.67%) Data Warehouse
3 13 (14.44%) SQL Server Integration Services
4 11 (12.22%) SQL Server
5 9 (10.00%) SQL Server Reporting Services
6 5 (5.56%) Big Data
6 5 (5.56%) Microsoft Analysis Services
6 5 (5.56%) Snowflake Schema
7 4 (4.44%) Amazon Redshift
7 4 (4.44%) DataStage
7 4 (4.44%) NoSQL
7 4 (4.44%) Oracle Reports
8 3 (3.33%) Oracle BI Publisher
8 3 (3.33%) Relational Database
8 3 (3.33%) SQL Server Analysis Services
9 2 (2.22%) BusinessObjects Business Intelligence
9 2 (2.22%) Data Mining
9 2 (2.22%) Hadoop
10 1 (1.11%) Azure SQL Data Warehouse
10 1 (1.11%) Data Lake
Development Applications
1 4 (4.44%) Git (software)
1 4 (4.44%) Visual Studio
2 1 (1.11%) Cucumber
2 1 (1.11%) DbUnit
2 1 (1.11%) JIRA
2 1 (1.11%) JMeter
2 1 (1.11%) JProfiler
2 1 (1.11%) JUnit
2 1 (1.11%) Postman
2 1 (1.11%) Selenium
2 1 (1.11%) TestNG
General
1 29 (32.22%) Finance
2 9 (10.00%) Legal
3 4 (4.44%) Marketing
4 3 (3.33%) Back Office
4 3 (3.33%) General Ledger
5 2 (2.22%) Banking
5 2 (2.22%) Retail
6 1 (1.11%) Front Office
6 1 (1.11%) Games
6 1 (1.11%) Law
6 1 (1.11%) Telecoms
Job Titles
1 34 (37.78%) Analyst
2 17 (18.89%) Data Analyst
3 14 (15.56%) Business Analyst
3 14 (15.56%) Developer
4 10 (11.11%) Senior Analyst
5 9 (10.00%) Business Intelligence Developer
5 9 (10.00%) Designer
5 9 (10.00%) Technical Analyst
6 8 (8.89%) Technical Business Analyst
7 7 (7.78%) Data Engineer
7 7 (7.78%) Senior Business Analyst
7 7 (7.78%) Senior Data Warehouse Specialist
8 5 (5.56%) Senior Technical Analyst
8 5 (5.56%) Senior Technical Business Analyst
8 5 (5.56%) SQL Analyst
8 5 (5.56%) UI Designer
8 5 (5.56%) UI/UX Designer
8 5 (5.56%) UX Designer
9 4 (4.44%) Senior Designer
9 4 (4.44%) Senior Technical Specialist
Libraries, Frameworks & Software Standards
1 5 (5.56%) Framer.js
2 4 (4.44%) scikit-learn
3 3 (3.33%) .NET
3 3 (3.33%) ADO
3 3 (3.33%) Kafka
3 3 (3.33%) Middleware
3 3 (3.33%) Oracle Fusion
4 2 (2.22%) D3.js
4 2 (2.22%) JSON
4 2 (2.22%) Natural Language Processing
4 2 (2.22%) TensorFlow
4 2 (2.22%) Vue.js
5 1 (1.11%) Web Services
Miscellaneous
1 17 (18.89%) Analytical Skills
2 14 (15.56%) User Experience
3 10 (11.11%) Management Information System
4 9 (10.00%) Data Structures
5 8 (8.89%) Analytical Mindset
6 5 (5.56%) Reference Data
7 2 (2.22%) Fixed Income
7 2 (2.22%) Wiki
8 1 (1.11%) Algorithms
8 1 (1.11%) Cybercrime
8 1 (1.11%) Derivative
8 1 (1.11%) Interest Rate Derivative
8 1 (1.11%) Robotics
8 1 (1.11%) Self-Motivation
8 1 (1.11%) Virtual Team
Operating Systems
1 4 (4.44%) Unix
2 3 (3.33%) Windows
3 1 (1.11%) Windows Server
Processes & Methodologies
1 33 (36.67%) Business Intelligence
2 29 (32.22%) Data Modelling
3 26 (28.89%) Agile Software Development
4 20 (22.22%) Analytics
4 20 (22.22%) Visualisation
5 17 (18.89%) ETL
5 17 (18.89%) Problem-Solving
6 13 (14.44%) Data Visualisation
7 12 (13.33%) Scrum
7 12 (13.33%) Stakeholder Management
8 10 (11.11%) Business Analysis
8 10 (11.11%) User Acceptance Testing
9 9 (10.00%) Change Management
9 9 (10.00%) Computer Science
9 9 (10.00%) Data Science
9 9 (10.00%) Prototyping
9 9 (10.00%) Strategic Thinking
9 9 (10.00%) Workshop Facilitation
10 8 (8.89%) Fintech
10 8 (8.89%) Wireframes
Programming Languages
1 43 (47.78%) SQL
2 14 (15.56%) Python
3 10 (11.11%) Java
4 9 (10.00%) R
5 4 (4.44%) Shell Script
5 4 (4.44%) T-SQL
6 3 (3.33%) MATLAB
6 3 (3.33%) Scala
7 2 (2.22%) C#
7 2 (2.22%) Julia
7 2 (2.22%) PL/SQL
7 2 (2.22%) PowerShell
7 2 (2.22%) VBA
8 1 (1.11%) Data Analysis Expressions (DAX)
8 1 (1.11%) JavaScript
8 1 (1.11%) VB
8 1 (1.11%) VB.NET
Qualifications
1 5 (5.56%) CBAP
1 5 (5.56%) IIBA
2 3 (3.33%) CFA
2 3 (3.33%) Degree
2 3 (3.33%) PhD
3 2 (2.22%) Numerate Degree
4 1 (1.11%) CISM
4 1 (1.11%) CISSP
4 1 (1.11%) Master's Degree
4 1 (1.11%) MCSA
4 1 (1.11%) Microsoft Certification
Quality Assurance & Compliance
1 17 (18.89%) Data Quality
2 7 (7.78%) QA
3 2 (2.22%) COBIT
3 2 (2.22%) NIST
4 1 (1.11%) SLA
System Software
1 1 (1.11%) Active Directory
Systems Management
1 4 (4.44%) Control-M
Vendors
1 13 (14.44%) Microsoft
1 13 (14.44%) Oracle
2 9 (10.00%) Tableau
3 6 (6.67%) Siebel
4 4 (4.44%) Informatica
4 4 (4.44%) Teradata
5 3 (3.33%) SAP
6 2 (2.22%) Splunk
7 1 (1.11%) Alteryx
7 1 (1.11%) Databricks
7 1 (1.11%) Google
7 1 (1.11%) MicroStrategy
7 1 (1.11%) Netezza
7 1 (1.11%) ShoreTel
7 1 (1.11%) Vertica