Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Economics
Central London > City of London
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 322 315 302
Rank change year-on-year -7 -13 +92
Permanent jobs citing Economics 29 26 80
As % of all permanent IT jobs advertised in the City of London 0.26% 0.25% 0.59%
As % of the Processes & Methodologies category 0.28% 0.28% 0.64%
Number of salaries quoted 22 21 77
City of London median annual salary £60,000 £45,000 £55,000
Median salary % change year-on-year +33.33% -18.18% +22.22%
10th Percentile £39,975 £27,500 £30,750
90th Percentile £118,875 £82,500 £84,250
Central London median annual salary £60,000 £45,000 £55,000
% change year-on-year +33.33% -18.18% +22.22%

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 10,379 9,336 12,429
As % of all permanent IT jobs advertised in the City of London 92.22% 90.56% 91.42%
Number of salaries quoted 9,227 8,390 11,236
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,000 £35,000 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 16 July 2018.

Salary histogram for Economics in the City of London

For the 6 months to 16 July 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 22 (75.86%) Finance
1 22 (75.86%) Degree
2 12 (41.38%) Mathematics
3 10 (34.48%) Business Analysis
3 10 (34.48%) Statistics
4 9 (31.03%) Computer Science
4 9 (31.03%) Legal
4 9 (31.03%) Advertising
4 9 (31.03%) Agile Software Development
5 8 (27.59%) SQL
5 8 (27.59%) Analytical Skills
6 7 (24.14%) Microsoft Excel
6 7 (24.14%) Banking
7 6 (20.69%) VBA
7 6 (20.69%) Web Services
7 6 (20.69%) Data Protection
7 6 (20.69%) Data Mapping
7 6 (20.69%) CBAP
7 6 (20.69%) Performance Metrics
7 6 (20.69%) GDPR
7 6 (20.69%) Performance Measurement
8 5 (17.24%) Analytics
8 5 (17.24%) JavaScript
8 5 (17.24%) HTML
9 4 (13.79%) Microsoft
9 4 (13.79%) Stakeholder Management
9 4 (13.79%) Project Management
9 4 (13.79%) R
9 4 (13.79%) Node.js
9 4 (13.79%) 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 3 (10.34%) SAS
2 1 (3.45%) Adobe Experience Manager
2 1 (3.45%) Apache Spark
2 1 (3.45%) Confluence
2 1 (3.45%) OpenStack
Applications
1 7 (24.14%) Microsoft Excel
2 2 (6.90%) Microsoft Office
3 1 (3.45%) Microsoft PowerPoint
3 1 (3.45%) SPSS
Business Applications
1 2 (6.90%) NetSuite
1 2 (6.90%) Payment Gateway
Cloud Services
1 4 (13.79%) Amazon AWS
1 4 (13.79%) Microsoft Azure
2 1 (3.45%) IaaS
2 1 (3.45%) Slack
2 1 (3.45%) Trello
Communications & Networking
1 3 (10.34%) Internet
2 1 (3.45%) TCP/IP
2 1 (3.45%) Wireless
Database & Business Intelligence
1 3 (10.34%) Big Data
1 3 (10.34%) SQL Server
2 2 (6.90%) Hadoop
3 1 (3.45%) Apache Hive
3 1 (3.45%) Power BI
3 1 (3.45%) QlikView
Development Applications
1 1 (3.45%) Artifactory
1 1 (3.45%) Atlassian Bamboo
1 1 (3.45%) Git (software)
1 1 (3.45%) Jenkins
1 1 (3.45%) JIRA
1 1 (3.45%) Maven
1 1 (3.45%) MSBuild
1 1 (3.45%) MSI
1 1 (3.45%) Sonatype Nexus
1 1 (3.45%) Subversion
1 1 (3.45%) TeamCity
General
1 22 (75.86%) Finance
2 9 (31.03%) Advertising
2 9 (31.03%) Legal
3 7 (24.14%) Banking
4 4 (13.79%) Marketing
5 3 (10.34%) Financial Institution
6 1 (3.45%) German Language
6 1 (3.45%) Investment Banking
Job Titles
1 9 (31.03%) Analyst
2 8 (27.59%) Business Analyst
3 6 (20.69%) GDPR Business Analyst
4 4 (13.79%) Architect
5 2 (6.90%) Business Analysis Manager
5 2 (6.90%) Business Manager
5 2 (6.90%) Consultant
5 2 (6.90%) Data Analyst
5 2 (6.90%) Data Scientist
5 2 (6.90%) Head of Digital
5 2 (6.90%) Lead Architect
5 2 (6.90%) Senior Architect
6 1 (3.45%) Audit Consultant
6 1 (3.45%) Business Analysis Business Analyst
6 1 (3.45%) Data Analytics Analyst
6 1 (3.45%) Data Business Analyst
6 1 (3.45%) Data Visualisation Consultant
6 1 (3.45%) DevOps Architect
6 1 (3.45%) Scala Developer
6 1 (3.45%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 6 (20.69%) Web Services
2 5 (17.24%) HTML
3 4 (13.79%) Node.js
4 3 (10.34%) .NET
4 3 (10.34%) AngularJS
4 3 (10.34%) ASP.NET
4 3 (10.34%) ASP.NET MVC
4 3 (10.34%) CSS
4 3 (10.34%) CSS3
4 3 (10.34%) HTML5
4 3 (10.34%) jQuery
4 3 (10.34%) React
4 3 (10.34%) WCF
4 3 (10.34%) WPF
5 1 (3.45%) D3.js
5 1 (3.45%) Google Maps API
5 1 (3.45%) Keras
5 1 (3.45%) KnockoutJS
5 1 (3.45%) scikit-learn
5 1 (3.45%) TensorFlow
Miscellaneous
1 9 (31.03%) Computer Science
2 8 (27.59%) Analytical Skills
3 3 (10.34%) Greenfield Project
4 2 (6.90%) Fintech
5 1 (3.45%) Algorithms
5 1 (3.45%) Analytical Mindset
5 1 (3.45%) Internet of Things
5 1 (3.45%) Marketing Technology
5 1 (3.45%) Public Cloud
Operating Systems
1 1 (3.45%) Linux
1 1 (3.45%) Windows
Processes & Methodologies
1 12 (41.38%) Mathematics
2 10 (34.48%) Business Analysis
2 10 (34.48%) Statistics
3 9 (31.03%) Agile Software Development
4 6 (20.69%) Data Mapping
4 6 (20.69%) Data Protection
4 6 (20.69%) Performance Measurement
4 6 (20.69%) Performance Metrics
5 5 (17.24%) Analytics
6 4 (13.79%) Project Management
6 4 (13.79%) Stakeholder Management
7 3 (10.34%) Data Science
7 3 (10.34%) MVC
7 3 (10.34%) Physics
7 3 (10.34%) Quality Management
7 3 (10.34%) Responsive Web Design
7 3 (10.34%) SOLID
7 3 (10.34%) Use Case
7 3 (10.34%) Visualisation
7 3 (10.34%) Web Development
Programming Languages
1 8 (27.59%) SQL
2 6 (20.69%) VBA
3 5 (17.24%) JavaScript
4 4 (13.79%) R
5 3 (10.34%) C#
5 3 (10.34%) Python
5 3 (10.34%) VB.NET
6 2 (6.90%) Java
6 2 (6.90%) PHP
7 1 (3.45%) Bash Shell
7 1 (3.45%) C++
7 1 (3.45%) MATLAB
7 1 (3.45%) PowerShell
Qualifications
1 22 (75.86%) Degree
2 6 (20.69%) CBAP
3 2 (6.90%) ISEB
3 2 (6.90%) Numerate Degree
4 1 (3.45%) Computer Science Degree
4 1 (3.45%) Master's Degree
Quality Assurance & Compliance
1 6 (20.69%) GDPR
2 1 (3.45%) QA
System Software
1 1 (3.45%) Docker
1 1 (3.45%) Hyper-V
1 1 (3.45%) VMware Infrastructure
Systems Management
1 1 (3.45%) Ansible
1 1 (3.45%) Opscode Chef
1 1 (3.45%) Puppet
1 1 (3.45%) Salt
Vendors
1 4 (13.79%) Microsoft
2 2 (6.90%) Alteryx
2 2 (6.90%) Tableau
3 1 (3.45%) Adobe
3 1 (3.45%) Google
3 1 (3.45%) Hortonworks
3 1 (3.45%) IBM
3 1 (3.45%) Oracle
3 1 (3.45%) Salesforce Marketing Cloud
3 1 (3.45%) Salesforce.com
3 1 (3.45%) SunGard
3 1 (3.45%) VMware