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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Economics
London / City of London
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 221 221 281
Rank change year-on-year 0 +60  
Permanent jobs citing Economics 16 38 37
As % of all permanent IT jobs advertised in the City of London 0.31% 0.60% 0.36%
As % of the Processes & Methodologies category 0.34% 0.66% 0.40%
Number of salaries quoted 11 38 28
Median salary £45,000 £55,000 £45,000
Median salary % change year-on-year -18.18% +22.22%  
90% offered a salary of more than £32,500 £36,500 £28,200
10% offered a salary of more than £65,000 £63,250 £66,500
UK excluding London median salary £45,000 £32,500 £40,000
% change year-on-year +38.46% -18.75%  

Economics is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4638 5789 9270
As % of all permanent IT job vacancies advertised in the City of London 89.31% 90.75% 89.25%
Number of salaries quoted 4103 5287 7927
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Economics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Economics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 22 June 2017.

Salary histogram for Economics in the City of London

For the 6 months to 22 June 2017, IT jobs citing Economics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Economics.

1 20 (86.96%) Degree
2 11 (47.83%) Mathematics
3 10 (43.48%) Visualisation
3 10 (43.48%) Analytical Skills
4 8 (34.78%) Relational Database
4 8 (34.78%) Data Quality
4 8 (34.78%) Resource Management
4 8 (34.78%) Statistics
4 8 (34.78%) Data Analysis
4 8 (34.78%) Military
4 8 (34.78%) SQL
4 8 (34.78%) Microsoft Excel
4 8 (34.78%) Benchmarking
5 7 (30.43%) Management Information System
5 7 (30.43%) Finance
6 6 (26.09%) Project Management
6 6 (26.09%) Microsoft
6 6 (26.09%) Computer Science
7 5 (21.74%) Information Management
7 5 (21.74%) Contract Management
7 5 (21.74%) Stakeholder Management
7 5 (21.74%) Publishing
7 5 (21.74%) Marketing
8 4 (17.39%) CIMA
8 4 (17.39%) VBA
8 4 (17.39%) Data Visualisation
8 4 (17.39%) Analytics
9 3 (13.04%) Hyperion Planning
9 3 (13.04%) Digital Marketing
9 3 (13.04%) Fintech

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 1 (4.35%) Apache Spark
Applications
1 8 (34.78%) Microsoft Excel
2 1 (4.35%) Gephi
2 1 (4.35%) Microsoft Office
Business Applications
1 3 (13.04%) HFM
1 3 (13.04%) Hyperion Planning
Cloud Services
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Amazon S3
Database & Business Intelligence
1 8 (34.78%) Relational Database
2 3 (13.04%) Essbase
3 2 (8.70%) SQL Server
4 1 (4.35%) Amazon Redshift
4 1 (4.35%) Apache Hive
4 1 (4.35%) Big Data
4 1 (4.35%) Hadoop
General
1 8 (34.78%) Military
2 7 (30.43%) Finance
3 5 (21.74%) Marketing
3 5 (21.74%) Publishing
4 3 (13.04%) Advertising
5 2 (8.70%) Games
6 1 (4.35%) Billing
6 1 (4.35%) Manufacturing
6 1 (4.35%) Retail
Job Titles
1 7 (30.43%) Analyst
2 6 (26.09%) Consultant
2 6 (26.09%) Data Analyst
3 5 (21.74%) Database Manager
4 3 (13.04%) Hyperion Consultant
5 2 (8.70%) Analytics Consultant
5 2 (8.70%) Digital Analytics Consultant
5 2 (8.70%) Digital Marketing Consultant
5 2 (8.70%) Marketing Analytics Consultant
5 2 (8.70%) Marketing Consultant
5 2 (8.70%) Senior Consultant
5 2 (8.70%) Senior Marketing Consultant
5 2 (8.70%) SQL Analyst
5 2 (8.70%) SQL Data Analyst
6 1 (4.35%) Excel Analyst
6 1 (4.35%) Graduate Analyst
6 1 (4.35%) Graduate Data Analyst
6 1 (4.35%) Sales Executive
6 1 (4.35%) Software Analyst
6 1 (4.35%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 1 (4.35%) .NET
1 1 (4.35%) .NET Framework
1 1 (4.35%) ASP.NET
1 1 (4.35%) ASP.NET MVC
1 1 (4.35%) ASP.NET Web Forms
1 1 (4.35%) CSS
1 1 (4.35%) D3.js
1 1 (4.35%) Flash
1 1 (4.35%) HTML
1 1 (4.35%) XML
Miscellaneous
1 10 (43.48%) Analytical Skills
2 7 (30.43%) Management Information System
3 6 (26.09%) Computer Science
4 3 (13.04%) Fintech
5 1 (4.35%) Algorithms
5 1 (4.35%) Credit Risk
5 1 (4.35%) N-Tier
Operating Systems
1 1 (4.35%) Windows
Processes & Methodologies
1 11 (47.83%) Mathematics
2 10 (43.48%) Visualisation
3 8 (34.78%) Benchmarking
3 8 (34.78%) Data Analysis
3 8 (34.78%) Resource Management
3 8 (34.78%) Statistics
4 6 (26.09%) Project Management
5 5 (21.74%) Contract Management
5 5 (21.74%) Information Management
5 5 (21.74%) Stakeholder Management
6 4 (17.39%) Analytics
6 4 (17.39%) Data Visualisation
7 3 (13.04%) Digital Marketing
7 3 (13.04%) Econometrics
7 3 (13.04%) Software Engineering
7 3 (13.04%) Statistical Analysis
8 2 (8.70%) Business Intelligence
8 2 (8.70%) Marketing Analytics
9 1 (4.35%) Customer Insight
9 1 (4.35%) Performance Monitoring
Programming Languages
1 8 (34.78%) SQL
2 4 (17.39%) VBA
3 2 (8.70%) R
4 1 (4.35%) C
4 1 (4.35%) C#
4 1 (4.35%) JavaScript
4 1 (4.35%) Python
4 1 (4.35%) T-SQL
Qualifications
1 20 (86.96%) Degree
2 4 (17.39%) CIMA
3 1 (4.35%) ACCA
3 1 (4.35%) Computer Science Degree
3 1 (4.35%) Master's Degree
3 1 (4.35%) MBA
3 1 (4.35%) Numerate Degree
Quality Assurance & Compliance
1 8 (34.78%) Data Quality
2 1 (4.35%) SLA
Vendors
1 6 (26.09%) Microsoft
2 3 (13.04%) Hyperion
2 3 (13.04%) Oracle
3 1 (4.35%) Google
3 1 (4.35%) SAP
3 1 (4.35%) Tableau
City, London
ANSON MCCADE
Salary: £34,000 - £95,000 base salary + Competitive Benefits
Posted: 20 hours ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 3 days ago