The following table provides summary statistics for permanent job vacancies advertised in 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Economics
England / London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 442 471 545
Rank change year-on-year +29 +74  
Permanent jobs citing Economics 135 186 118
As % of all permanent IT jobs advertised in London 0.40% 0.44% 0.28%
As % of the Processes & Methodologies category 0.44% 0.49% 0.31%
Number of salaries quoted 105 158 84
Median salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09%  
90% offered a salary of more than £35,000 £31,500 £32,500
10% offered a salary of more than £74,000 £87,500 £103,250
UK excluding London median salary £39,750 £39,120 £35,641
% change year-on-year +1.61% +9.76%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30441 37820 37607
As % of all permanent IT job vacancies advertised in London 90.25% 89.69% 87.66%
Number of salaries quoted 25539 32306 31364
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Economics
Job Vacancy Trend in London

The job posting trend of jobs advertised in 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 London

Economics
Salary Trend in London

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

Salary trend for Economics in London

Economics
Salary Histogram in London

The salary distribution of IT jobs citing Economics in London over the 3 months to 28 March 2017.

Salary histogram for Economics in London

Economics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the London region over the 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +5 8 £37,500 -25.00% 3
West End of London - 2 - - 1
Chiswick - 1 £55,000 -
Economics
England

For the 6 months to 28 March 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 London region with a requirement for Economics.

1 167 (61.17%) Degree
2 129 (47.25%) Mathematics
3 126 (46.15%) Finance
4 120 (43.96%) Analytical Skills
5 107 (39.19%) SQL
6 84 (30.77%) Statistics
7 73 (26.74%) Computer Science
7 73 (26.74%) Analytics
8 65 (23.81%) Agile Software Development
9 51 (18.68%) Business Intelligence
10 47 (17.22%) Python
10 47 (17.22%) E-Commerce
10 47 (17.22%) R
11 45 (16.48%) Java
11 45 (16.48%) Banking
12 44 (16.12%) HTML
13 42 (15.38%) Oracle
14 41 (15.02%) Linux
15 39 (14.29%) ETL
16 38 (13.92%) JavaScript
16 38 (13.92%) C++
17 37 (13.55%) Tableau
17 37 (13.55%) User Experience
18 36 (13.19%) CSS
18 36 (13.19%) PhD
19 35 (12.82%) Web Development
19 35 (12.82%) Data Quality
20 33 (12.09%) Data Modelling
20 33 (12.09%) SQL Server
21 32 (11.72%) Web Design

Economics
Co-occurring IT Skills in 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 24 (8.79%) SAS
2 6 (2.20%) Apache Spark
3 5 (1.83%) Apache Pig
4 3 (1.10%) Jupyter
4 3 (1.10%) Oracle SOA Suite
5 2 (0.73%) Apache
6 1 (0.37%) Apache Solr
Applications
1 24 (8.79%) MS Excel
2 14 (5.13%) SPSS
3 7 (2.56%) MS Office
4 6 (2.20%) MS PowerPoint
5 5 (1.83%) EViews
6 1 (0.37%) Adobe Creative Suite
6 1 (0.37%) Adobe Illustrator
6 1 (0.37%) Gephi
6 1 (0.37%) InDesign
6 1 (0.37%) Maple
6 1 (0.37%) Photoshop
6 1 (0.37%) Simulink
6 1 (0.37%) Spreadsheet
6 1 (0.37%) SPSS Modeler
Business Applications
1 2 (0.73%) Cognos Business Intelligence
1 2 (0.73%) HFM
1 2 (0.73%) Hyperion Planning
2 1 (0.37%) NetSuite
2 1 (0.37%) Oracle AML
2 1 (0.37%) Oracle General Ledger
2 1 (0.37%) SAP Oil and Gas
2 1 (0.37%) WebTrends
Cloud Services
1 18 (6.59%) Amazon AWS
2 11 (4.03%) Google Analytics
3 7 (2.56%) Microsoft Azure
4 5 (1.83%) Cloud Computing
5 3 (1.10%) Amazon S3
5 3 (1.10%) IaaS
5 3 (1.10%) PaaS
6 2 (0.73%) Amazon EC2
6 2 (0.73%) Amazon EMR
7 1 (0.37%) Adobe Analytics
7 1 (0.37%) Office 365
7 1 (0.37%) SaaS
Communications & Networking
1 3 (1.10%) Broadband
2 2 (0.73%) Internet
3 1 (0.37%) LAN
3 1 (0.37%) TCP/IP
3 1 (0.37%) Unified Communications
3 1 (0.37%) VPN
3 1 (0.37%) WAN
Database & Business Intelligence
1 33 (12.09%) SQL Server
2 27 (9.89%) Data Warehouse
2 27 (9.89%) QlikView
3 26 (9.52%) RDBMS
3 26 (9.52%) Relational Database
4 23 (8.42%) Electronic Patient Records
5 20 (7.33%) Hadoop
5 20 (7.33%) SQL Server Integration Services
6 17 (6.23%) NoSQL
7 15 (5.49%) Power BI
8 14 (5.13%) Looker
9 13 (4.76%) PostgreSQL
10 11 (4.03%) Amazon Redshift
10 11 (4.03%) Big Data
11 9 (3.30%) Data Mart
11 9 (3.30%) Enterprise Data Warehouse
11 9 (3.30%) OLAP
12 8 (2.93%) BusinessObjects
12 8 (2.93%) Pentaho
13 7 (2.56%) Apache Hive
Development Applications
1 23 (8.42%) Talend Open Studio
2 6 (2.20%) Oracle Forms
3 4 (1.47%) Rational Rhapsody
4 3 (1.10%) Visual Studio
5 1 (0.37%) Git (software)
5 1 (0.37%) Jenkins
5 1 (0.37%) Vagrant
5 1 (0.37%) Yeoman
General
1 126 (46.15%) Finance
2 45 (16.48%) Banking
3 30 (10.99%) Marketing
4 24 (8.79%) Pharmaceutical
5 16 (5.86%) Retail
6 9 (3.30%) Advertising
7 8 (2.93%) Telecoms
8 7 (2.56%) Front Office
9 6 (2.20%) Electronics
9 6 (2.20%) Investment Banking
10 5 (1.83%) Retail Banking
11 3 (1.10%) French Language
11 3 (1.10%) Law
11 3 (1.10%) Spanish Language
12 2 (0.73%) Automotive
12 2 (0.73%) German Language
12 2 (0.73%) Manufacturing
13 1 (0.37%) Dutch Language
13 1 (0.37%) Italian Language
13 1 (0.37%) Japanese Language
Job Titles
1 85 (31.14%) Analyst
2 77 (28.21%) Developer
3 28 (10.26%) C++ Developer
4 27 (9.89%) Consultant
5 26 (9.52%) JavaScript Developer
6 23 (8.42%) Data Analyst
7 21 (7.69%) Angular Developer
8 19 (6.96%) Web Developer
9 17 (6.23%) Graduate
10 16 (5.86%) Data Scientist
11 14 (5.13%) Business Analyst
11 14 (5.13%) Data Engineer
12 13 (4.76%) HTML CSS Developer
12 13 (4.76%) HTML Developer
13 11 (4.03%) Applications Developer
13 11 (4.03%) Business Intelligence Analyst
13 11 (4.03%) C++ Applications Developer
13 11 (4.03%) Data Business Analyst
13 11 (4.03%) Quantitative Developer
14 10 (3.66%) Qualitative Analyst
Libraries, Frameworks & Software Standards
1 44 (16.12%) HTML
2 36 (13.19%) CSS
3 30 (10.99%) .NET
4 28 (10.26%) AngularJS
5 25 (9.16%) React
6 19 (6.96%) Angular 2
6 19 (6.96%) Ember.js
7 11 (4.03%) STL
8 9 (3.30%) Natural Language Processing
9 5 (1.83%) Web Services
10 4 (1.47%) Grails
10 4 (1.47%) HTML5
10 4 (1.47%) Middleware
10 4 (1.47%) scikit-learn
11 3 (1.10%) ASP.NET Web API
11 3 (1.10%) CSS3
11 3 (1.10%) Tapestry
11 3 (1.10%) Twitter Bootstrap
11 3 (1.10%) WCF
11 3 (1.10%) WPF
Miscellaneous
1 120 (43.96%) Analytical Skills
2 73 (26.74%) Computer Science
3 37 (13.55%) User Experience
4 30 (10.99%) Algorithms
4 30 (10.99%) Foreign Exchange (FX)
5 25 (9.16%) Life Science
6 24 (8.79%) Derivative
7 23 (8.42%) Data Structures
7 23 (8.42%) Equities
7 23 (8.42%) Fixed Income
8 20 (7.33%) Fintech
9 18 (6.59%) Management Information System
10 13 (4.76%) Credit Risk
11 8 (2.93%) Hedge funds
12 5 (1.83%) Enterprise Software
13 4 (1.47%) Social Media
14 3 (1.10%) Market Risk
15 2 (0.73%) Digital Media
15 2 (0.73%) Driving Licence
15 2 (0.73%) Mobile App
Operating Systems
1 41 (15.02%) Linux
2 25 (9.16%) Unix
3 3 (1.10%) Ubuntu
3 3 (1.10%) Windows
4 1 (0.37%) Windows 10
Processes & Methodologies
1 129 (47.25%) Mathematics
2 84 (30.77%) Statistics
3 73 (26.74%) Analytics
4 65 (23.81%) Agile Software Development
5 51 (18.68%) Business Intelligence
6 47 (17.22%) E-Commerce
7 39 (14.29%) ETL
8 35 (12.82%) Web Development
9 33 (12.09%) Data Modelling
10 32 (11.72%) Responsive Web Design
10 32 (11.72%) Web Design
11 29 (10.62%) Physics
12 27 (9.89%) Visualisation
13 26 (9.52%) Data Visualisation
14 24 (8.79%) Mentoring
15 22 (8.06%) SDLC
16 21 (7.69%) Data Analysis
17 20 (7.33%) Data Integration
17 20 (7.33%) Software Engineering
18 18 (6.59%) Machine Learning
Programming Languages
1 107 (39.19%) SQL
2 47 (17.22%) Python
2 47 (17.22%) R
3 45 (16.48%) Java
4 38 (13.92%) C++
4 38 (13.92%) JavaScript
5 31 (11.36%) PL/SQL
6 18 (6.59%) C#
7 16 (5.86%) T-SQL
8 14 (5.13%) VBA
9 13 (4.76%) MATLAB
10 11 (4.03%) Scala
11 5 (1.83%) Groovy
12 4 (1.47%) C
13 3 (1.10%) Perl
13 3 (1.10%) VB.NET
14 2 (0.73%) Go
14 2 (0.73%) PHP
15 1 (0.37%) Bash Shell
15 1 (0.37%) Clojure
Qualifications
1 167 (61.17%) Degree
2 36 (13.19%) PhD
3 19 (6.96%) A+ Certification
4 8 (2.93%) CIMA
5 5 (1.83%) ACCA
6 4 (1.47%) Postgraduate
7 1 (0.37%) SC Cleared
7 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 35 (12.82%) Data Quality
2 10 (3.66%) QA
3 5 (1.83%) IFRS
3 5 (1.83%) IFRS 9
4 4 (1.47%) HL7
5 3 (1.10%) PMO
6 1 (0.37%) EMIR
6 1 (0.37%) IAS 39
6 1 (0.37%) Sarbanes-Oxley
6 1 (0.37%) SLA
System Software
1 1 (0.37%) Active Directory
1 1 (0.37%) Virtual Machines
1 1 (0.37%) VirtualBox
Systems Management
1 1 (0.37%) Tivoli
Vendors
1 42 (15.38%) Oracle
2 37 (13.55%) Tableau
3 23 (8.42%) Talend
4 16 (5.86%) Microsoft
5 12 (4.40%) Google
5 12 (4.40%) Informatica
6 9 (3.30%) MuleSoft
7 5 (1.83%) PeopleSoft
8 4 (1.47%) Omniture
9 3 (1.10%) Adobe
9 3 (1.10%) RapidMiner
9 3 (1.10%) Salesforce.com
9 3 (1.10%) SAP
10 2 (0.73%) Birst
10 2 (0.73%) Cognizant
10 2 (0.73%) Cognos
10 2 (0.73%) Hyperion
11 1 (0.37%) Apple
11 1 (0.37%) Charles River
11 1 (0.37%) Citrix
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 20 hours ago
London
Capgemini UK
Posted: 8 hours ago
South West London
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 19 hours ago
London
Codex
Salary: From £45,000 to £60,000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £45000 - £55000 per annum + 10% bonus
Posted: 3 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 18 hours ago
City, London
Morgan Mckinley
Salary: £60000 - £70000 per annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
London
Capgemini UK
Posted: 6 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 8 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 8 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 25 days ago
London
Computer People
Salary: £20000.00 - £25000.00 per annum
Posted: 5 days ago
London
Computer Futures
Salary: competitive
Posted: 15 days ago
London
People Source Consulting
Salary: £500 - £550 per day
Posted: 26 days ago