Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Economics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Economics over the 6 months to 21 October 2018 with a comparison to the same period in the previous 2 years.

Economics
Central London > City of London
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 332 293 297
Rank change year-on-year -39 +4 +84
Permanent jobs citing Economics 20 31 61
As % of all permanent IT jobs advertised in the City of London 0.18% 0.31% 0.51%
As % of the Processes & Methodologies category 0.20% 0.34% 0.56%
Number of salaries quoted 18 26 56
City of London median annual salary £60,000 £61,250 £52,500
Median salary % change year-on-year -2.04% +16.67% +16.67%
10th Percentile £34,575 £25,000 £33,125
90th Percentile £112,125 £84,375 £82,250
Central London median annual salary £56,250 £52,500 £50,000
% change year-on-year +7.14% +5.00% -6.98%

Economics 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 10,152 9,109 10,853
As % of all permanent IT jobs advertised in the City of London 91.86% 91.62% 90.89%
Number of salaries quoted 9,079 8,222 9,914
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £95,000 £93,750 £88,750
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +1.04%

Economics
Job Vacancy Trend in the City of London

Job postings citing Economics as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Economics in the City of London

Economics
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Economics in the City of London.

Salary trend for Economics in the City of London

Economics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Economics in the City of London over the 6 months to 21 October 2018.

Salary histogram for Economics in the City of London

For the 6 months to 21 October 2018, IT jobs citing Economics 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 Economics.

1 18 (90.00%) Degree
2 15 (75.00%) Finance
3 8 (40.00%) Banking
3 8 (40.00%) SQL
3 8 (40.00%) Mathematics
4 7 (35.00%) Statistics
5 6 (30.00%) Microsoft Excel
5 6 (30.00%) Problem-Solving
6 5 (25.00%) Agile Software Development
6 5 (25.00%) Business Analysis
6 5 (25.00%) C#
6 5 (25.00%) Computer Science
7 4 (20.00%) Use Case
7 4 (20.00%) Amazon AWS
7 4 (20.00%) R
7 4 (20.00%) Analytical Skills
7 4 (20.00%) VBA
7 4 (20.00%) Web Services
7 4 (20.00%) Data Science
8 3 (15.00%) Performance Measurement
8 3 (15.00%) GDPR
8 3 (15.00%) Numerate Degree
8 3 (15.00%) Foreign Exchange (FX)
8 3 (15.00%) Microsoft
8 3 (15.00%) SQL Server
8 3 (15.00%) Data Analysis
8 3 (15.00%) Legal
8 3 (15.00%) Advertising
8 3 (15.00%) Performance Metrics
8 3 (15.00%) Microsoft Azure

Economics
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 (10.00%) SAS
2 1 (5.00%) Adobe Experience Manager
2 1 (5.00%) Apache Spark
Applications
1 6 (30.00%) Microsoft Excel
2 2 (10.00%) Microsoft Office
2 2 (10.00%) Microsoft PowerPoint
Business Applications
1 2 (10.00%) Payment Gateway
Cloud Services
1 4 (20.00%) Amazon AWS
2 3 (15.00%) Microsoft Azure
Communications & Networking
1 1 (5.00%) Internet
1 1 (5.00%) Wireless
Database & Business Intelligence
1 3 (15.00%) Big Data
1 3 (15.00%) SQL Server
2 2 (10.00%) Hadoop
3 1 (5.00%) Apache Hive
3 1 (5.00%) Azure SQL Database
3 1 (5.00%) Biml
3 1 (5.00%) Data Warehouse
3 1 (5.00%) Oracle Reports
3 1 (5.00%) PostgreSQL
3 1 (5.00%) Power BI
3 1 (5.00%) RDBMS
3 1 (5.00%) Relational Database
3 1 (5.00%) SQL Server 2016
3 1 (5.00%) SQL Server Analysis Services
3 1 (5.00%) SQL Server Integration Services
3 1 (5.00%) SQL Server Reporting Services
Development Applications
1 1 (5.00%) Subversion
General
1 15 (75.00%) Finance
2 8 (40.00%) Banking
3 3 (15.00%) Advertising
3 3 (15.00%) Legal
4 2 (10.00%) Financial Institution
4 2 (10.00%) Marketing
5 1 (5.00%) German Language
5 1 (5.00%) Investment Banking
Job Titles
1 6 (30.00%) Analyst
2 4 (20.00%) Business Analyst
3 3 (15.00%) Applications Engineer
3 3 (15.00%) Data Scientist
3 3 (15.00%) Developer
3 3 (15.00%) GDPR Business Analyst
4 2 (10.00%) Applications Support
4 2 (10.00%) Applications Support Engineer
4 2 (10.00%) Architect
4 2 (10.00%) Head of Digital
4 2 (10.00%) Lead Architect
4 2 (10.00%) Senior Architect
4 2 (10.00%) Support Engineer
5 1 (5.00%) Account Manager
5 1 (5.00%) Applications Support Analyst
5 1 (5.00%) Consultant
5 1 (5.00%) Data Analyst
5 1 (5.00%) Implementation Consultant
5 1 (5.00%) SQL Developer
5 1 (5.00%) Support Analyst
Libraries, Frameworks & Software Standards
1 4 (20.00%) Web Services
2 2 (10.00%) .NET
2 2 (10.00%) AngularJS
2 2 (10.00%) ASP.NET
2 2 (10.00%) ASP.NET MVC
2 2 (10.00%) CSS
2 2 (10.00%) CSS3
2 2 (10.00%) Google Maps API
2 2 (10.00%) HTML
2 2 (10.00%) HTML5
2 2 (10.00%) jQuery
2 2 (10.00%) Node.js
2 2 (10.00%) React
2 2 (10.00%) WCF
2 2 (10.00%) WPF
3 1 (5.00%) Keras
3 1 (5.00%) scikit-learn
3 1 (5.00%) TensorFlow
3 1 (5.00%) XML
Miscellaneous
1 5 (25.00%) Computer Science
2 4 (20.00%) Analytical Skills
3 3 (15.00%) Foreign Exchange (FX)
4 2 (10.00%) Fintech
4 2 (10.00%) Greenfield Project
5 1 (5.00%) Algorithms
5 1 (5.00%) Analytical Mindset
5 1 (5.00%) Data Structures
5 1 (5.00%) Internet of Things
5 1 (5.00%) Marketing Technology
Processes & Methodologies
1 8 (40.00%) Mathematics
2 7 (35.00%) Statistics
3 6 (30.00%) Problem-Solving
4 5 (25.00%) Agile Software Development
4 5 (25.00%) Business Analysis
5 4 (20.00%) Data Science
5 4 (20.00%) Use Case
6 3 (15.00%) Analytics
6 3 (15.00%) Data Analysis
6 3 (15.00%) Data Mapping
6 3 (15.00%) Data Protection
6 3 (15.00%) Performance Measurement
6 3 (15.00%) Performance Metrics
7 2 (10.00%) Business Intelligence
7 2 (10.00%) ETL
7 2 (10.00%) Mobile Commerce
7 2 (10.00%) MVC
7 2 (10.00%) Product Management
7 2 (10.00%) Stakeholder Management
7 2 (10.00%) Web Development
Programming Languages
1 8 (40.00%) SQL
2 5 (25.00%) C#
3 4 (20.00%) R
3 4 (20.00%) VBA
4 2 (10.00%) JavaScript
4 2 (10.00%) Python
4 2 (10.00%) VB.NET
5 1 (5.00%) C++
5 1 (5.00%) Java
5 1 (5.00%) MATLAB
5 1 (5.00%) T-SQL
Qualifications
1 18 (90.00%) Degree
2 3 (15.00%) CBAP
2 3 (15.00%) Numerate Degree
3 2 (10.00%) Computer Science Degree
4 1 (5.00%) Master's Degree
Quality Assurance & Compliance
1 3 (15.00%) GDPR
2 2 (10.00%) QA
3 1 (5.00%) Data Quality
Vendors
1 3 (15.00%) Microsoft
2 2 (10.00%) Google
2 2 (10.00%) Oracle
3 1 (5.00%) Adobe
3 1 (5.00%) Hortonworks
3 1 (5.00%) IBM
3 1 (5.00%) Salesforce Marketing Cloud
3 1 (5.00%) Salesforce.com