The table below looks at the prevalence of the term Economics in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Economics over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Economics
Rank 464 501 479
Rank change year-on-year
+37 -22
Permanent jobs citing Economics 128 156 187
As % of all permanent IT jobs located in London 0.36% 0.36% 0.42%
As % of the Miscellaneous category 0.77% 0.74% 0.91%
Number of salaries quoted 90 125 114
Median salary £55,000 £60,000 £55,000
Median salary % change year-on-year
-8.33% +9.09%
90% offered a salary of more than £34,400 £30,000 £31,450
10% offered a salary of more than £91,000 £87,500 £70,000
UK excluding London median salary £39,000 £45,000 £40,000
% change year-on-year
-13.33% +12.50%
Economics
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the London region.

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
16597 20953 20464
As % of all permanent IT jobs located in London 46.06% 48.41% 45.62%
Number of salaries quoted 13897 17093 16988
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £35,000 £33,860
10% offered a salary of more than £90,000 £81,100 £85,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Economics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Economics as a proportion of all IT jobs with a match in the Miscellaneous category.

Economics Jobs Demand Trend in London

Economics
Salary Trend in London

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

Economics Salary Trend in London

Economics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Economics across the London region over the 3 months to 6 December 2016.

Economics Salary Histogram 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 6 December 2016. 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
(Click see detailed
statistics and trends)
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 +14 7 £43,750 -27.08% 3
Kingston Upon Thames - 1 £37,500 - 2
Teddington - 1 £55,000 -
Economics
England

Economics
Top 30 Related IT Skills in London

For the 6 months to 6 December 2016, 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.

1 161 (59.41%) Degree
2 118 (43.54%) Finance
3 109 (40.22%) Analytical Skills
4 108 (39.85%) Mathematics
5 86 (31.73%) Computer Science
6 78 (28.78%) Analytics
7 72 (26.57%) Statistics
8 68 (25.09%) SQL
9 65 (23.99%) Agile Software Development
10 48 (17.71%) C++
11 45 (16.61%) HTML
12 43 (15.87%) JavaScript
13 40 (14.76%) Foreign Exchange (FX)
14 39 (14.39%) Python
14 39 (14.39%) E-Commerce
14 39 (14.39%) Marketing
15 37 (13.65%) User Experience
16 36 (13.28%) Algorithms
16 36 (13.28%) Derivative
16 36 (13.28%) Linux
17 35 (12.92%) SAS
17 35 (12.92%) Java
18 34 (12.55%) Data Analysis
18 34 (12.55%) Fixed Income
19 33 (12.18%) Equities
20 32 (11.81%) CSS
20 32 (11.81%) Project Management
20 32 (11.81%) R
21 31 (11.44%) Unix
21 31 (11.44%) Banking

Economics
Top Related 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 35 (12.92%) SAS
2 11 (4.06%) Apache Spark
3 5 (1.85%) Apache Pig
4 3 (1.11%) Jupyter
4 3 (1.11%) SharePoint
5 2 (0.74%) Apache
5 2 (0.74%) Oracle SOA Suite
6 1 (0.37%) Confluence
6 1 (0.37%) Oracle Coherence
6 1 (0.37%) WebSphere
Applications
1 15 (5.54%) MS Office
2 14 (5.17%) MS Excel
2 14 (5.17%) SPSS
3 5 (1.85%) Stata
4 4 (1.48%) EViews
5 3 (1.11%) MS PowerPoint
6 2 (0.74%) CPLEX
6 2 (0.74%) MS Project
7 1 (0.37%) Adobe Creative Suite
7 1 (0.37%) Adobe Illustrator
7 1 (0.37%) InDesign
7 1 (0.37%) Maple
7 1 (0.37%) MS Visio
7 1 (0.37%) Photoshop
7 1 (0.37%) Simulink
7 1 (0.37%) S-PLUS
7 1 (0.37%) Spreadsheet
Business Applications
1 3 (1.11%) Oracle AML
2 1 (0.37%) FastStats
2 1 (0.37%) Oracle Financials
2 1 (0.37%) Oracle Retail
2 1 (0.37%) PeopleSoft Financials
Cloud Services
1 22 (8.12%) Google Analytics
2 12 (4.43%) Amazon AWS
3 6 (2.21%) Adobe Analytics
4 4 (1.48%) Cloud Computing
5 3 (1.11%) Microsoft Azure
6 2 (0.74%) IaaS
6 2 (0.74%) PaaS
7 1 (0.37%) Office 365
Communications & Networking
1 4 (1.48%) LAN
1 4 (1.48%) WAN
1 4 (1.48%) Wi-Fi
2 3 (1.11%) Broadband
3 2 (0.74%) Internet
4 1 (0.37%) MVNO
4 1 (0.37%) Unified Communications
4 1 (0.37%) VoIP
Database & Business Intelligence
1 24 (8.86%) SQL Server
2 22 (8.12%) Big Data
3 20 (7.38%) Relational Database
4 17 (6.27%) RDBMS
4 17 (6.27%) SQL Server Integration Services
5 16 (5.90%) Data Warehouse
6 13 (4.80%) Data Mining
6 13 (4.80%) Hadoop
6 13 (4.80%) PostgreSQL
7 12 (4.43%) Electronic Patient Records
8 11 (4.06%) NoSQL
9 10 (3.69%) BusinessObjects
10 8 (2.95%) Amazon Redshift
10 8 (2.95%) Looker
10 8 (2.95%) Pentaho
10 8 (2.95%) Power BI
11 7 (2.58%) Qlik Sense
12 6 (2.21%) SQL Server Reporting Services
13 4 (1.48%) Data Mart
13 4 (1.48%) OLAP
Development Applications
1 14 (5.17%) Talend Open Studio
2 5 (1.85%) Visual Studio
3 4 (1.48%) Maven
3 4 (1.48%) Oracle Forms
4 1 (0.37%) JIRA
General
1 118 (43.54%) Finance
2 39 (14.39%) Marketing
3 31 (11.44%) Banking
4 19 (7.01%) Retail
5 14 (5.17%) Advertising
6 13 (4.80%) Pharmaceutical
7 12 (4.43%) Investment Banking
8 8 (2.95%) Law
9 2 (0.74%) Automotive
9 2 (0.74%) Electronics
9 2 (0.74%) French Language
9 2 (0.74%) Games
9 2 (0.74%) German Language
9 2 (0.74%) Legal
9 2 (0.74%) Spanish Language
9 2 (0.74%) Telecoms
10 1 (0.37%) Front Office
10 1 (0.37%) Multimedia
10 1 (0.37%) Retail Banking
Job Titles
1 84 (31.00%) Developer
2 73 (26.94%) Analyst
3 30 (11.07%) C++ Developer
4 29 (10.70%) HTML Developer
5 28 (10.33%) HTML CSS Developer
5 28 (10.33%) JavaScript Developer
5 28 (10.33%) Web Developer
6 25 (9.23%) Data Analyst
7 23 (8.49%) UI Developer
7 23 (8.49%) Web UI Developer
8 21 (7.75%) Graduate
9 20 (7.38%) Consultant
9 20 (7.38%) Data Scientist
10 16 (5.90%) Business Analyst
11 15 (5.54%) Applications Developer
11 15 (5.54%) C++ Applications Developer
12 13 (4.80%) C++ Software Developer
12 13 (4.80%) Software Developer
13 10 (3.69%) Project Manager
14 9 (3.32%) Data Engineer
Libraries, Frameworks & Software Standards
1 45 (16.61%) HTML
2 32 (11.81%) CSS
3 26 (9.59%) .NET
4 15 (5.54%) STL
5 9 (3.32%) AngularJS
6 8 (2.95%) Middleware
7 6 (2.21%) React
8 5 (1.85%) HTML5
8 5 (1.85%) Natural Language Processing
9 4 (1.48%) J2EE
9 4 (1.48%) J2SE
9 4 (1.48%) Spring
9 4 (1.48%) Web Services
10 3 (1.11%) ADO.NET
10 3 (1.11%) ASP.NET
10 3 (1.11%) CSS3
10 3 (1.11%) Twitter Bootstrap
11 2 (0.74%) ASP.NET Web API
11 2 (0.74%) Node.js
11 2 (0.74%) XML
Miscellaneous
1 109 (40.22%) Analytical Skills
2 108 (39.85%) Mathematics
3 86 (31.73%) Computer Science
4 72 (26.57%) Statistics
5 40 (14.76%) Foreign Exchange (FX)
6 37 (13.65%) User Experience
7 36 (13.28%) Algorithms
7 36 (13.28%) Derivative
8 34 (12.55%) Fixed Income
9 33 (12.18%) Equities
10 30 (11.07%) Data Structures
11 20 (7.38%) Fintech
12 17 (6.27%) Physics
13 15 (5.54%) Social Media
14 14 (5.17%) Credit Risk
15 13 (4.80%) Life Science
15 13 (4.80%) Management Information System
16 11 (4.06%) Visualisation
17 9 (3.32%) Data Integration
18 8 (2.95%) Hedge funds
Operating Systems
1 36 (13.28%) Linux
2 31 (11.44%) Unix
3 2 (0.74%) Windows
4 1 (0.37%) Windows 10
4 1 (0.37%) Windows Server
Processes & Methodologies
1 78 (28.78%) Analytics
2 65 (23.99%) Agile Software Development
3 39 (14.39%) E-Commerce
4 34 (12.55%) Data Analysis
5 32 (11.81%) Project Management
6 28 (10.33%) Business Intelligence
6 28 (10.33%) Data Modelling
6 28 (10.33%) Responsive Web Design
6 28 (10.33%) Web Design
6 28 (10.33%) Web Development
7 26 (9.59%) Data Analytics
8 23 (8.49%) Software Engineering
9 20 (7.38%) ETL
9 20 (7.38%) SDLC
10 18 (6.64%) Asset Management
11 16 (5.90%) Operations Research
11 16 (5.90%) Web Analytics
12 15 (5.54%) Machine Learning
13 14 (5.17%) Customer Insight
14 13 (4.80%) Statistical Modelling
Programming Languages
1 68 (25.09%) SQL
2 48 (17.71%) C++
3 43 (15.87%) JavaScript
4 39 (14.39%) Python
5 35 (12.92%) Java
6 32 (11.81%) R
7 17 (6.27%) C#
8 14 (5.17%) PL/SQL
8 14 (5.17%) VBA
9 12 (4.43%) Scala
10 8 (2.95%) MATLAB
10 8 (2.95%) PHP
11 6 (2.21%) T-SQL
11 6 (2.21%) VB.NET
12 5 (1.85%) Perl
13 4 (1.48%) C
14 3 (1.11%) Ruby
15 2 (0.74%) Clojure
15 2 (0.74%) Go
16 1 (0.37%) Delphi
Qualifications
1 161 (59.41%) Degree
2 27 (9.96%) PhD
3 3 (1.11%) MCP
3 3 (1.11%) Microsoft Certification
4 1 (0.37%) CCNA
4 1 (0.37%) Cisco Certification
4 1 (0.37%) MBA
4 1 (0.37%) SC Cleared
4 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 17 (6.27%) Data Quality
2 12 (4.43%) QA
3 4 (1.48%) HL7
4 2 (0.74%) IAS 39
4 2 (0.74%) SLA
5 1 (0.37%) CRD IV
System Software
1 1 (0.37%) Active Directory
Systems Management
1 2 (0.74%) Tivoli
Vendors
1 28 (10.33%) Oracle
2 24 (8.86%) Microsoft
3 22 (8.12%) Google
4 14 (5.17%) Talend
5 13 (4.80%) Tableau
6 11 (4.06%) Omniture
7 8 (2.95%) Informatica
8 7 (2.58%) Adobe
9 6 (2.21%) MuleSoft
10 4 (1.48%) Monetate
11 3 (1.11%) SAP
12 2 (0.74%) RapidMiner
12 2 (0.74%) Teradata
13 1 (0.37%) Cognizant
13 1 (0.37%) Hyperion
13 1 (0.37%) ION Trading
13 1 (0.37%) NetSuite
13 1 (0.37%) Retek
13 1 (0.37%) Reuters
13 1 (0.37%) SunGard
London
Creative Personnel
Salary: £200 - £350 per annum
Posted: 19 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - 70,000 + excellent benefits
Posted: 20 hours ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 3 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 4 days ago
London
London Business School
Salary: £40000 - £42000 per annum
Posted: 10 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 13 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 18 days ago
City of London
Bankside Recruitment
Salary: £40,000 - £50,000 per year
Posted: 20 days ago
City, London
Martin & Conley
Salary: From £55,000 to £65,000 per annum
Posted: 26 days ago
Central London / West End
Cognizant
Posted: 25 days ago