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 average salaries offered in IT jobs that have cited Economics over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Economics
Rank 452 486 465
Rank change year-on-year
+34 -21
Permanent jobs citing Economics 185 120 188
As % of all permanent IT jobs located in London 0.40% 0.27% 0.38%
As % of the Miscellaneous category 0.93% 0.59% 0.82%
Number of salaries quoted 127 93 160
Average salary £57,500 £50,000 £53,750
Average salary % change year-on-year
+15.00% -6.97%
90% offered a salary of more than £32,000 £27,600 £31,500
10% offered a salary of more than £80,500 £79,000 £100,000
UK excluding London average salary £37,500 £42,500 £32,500
% change year-on-year
-11.76% +30.76%
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
19885 20407 22826
As % of all permanent IT jobs located in London 43.17% 45.83% 45.95%
Number of salaries quoted 16030 16693 19522
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £32,500 £33,000 £32,500
10% offered a salary of more than £80,000 £82,500 £83,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

Economics
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Economics across the London region as a proportion of the total demand within 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 19 September 2014.

Economics Salary Histogram in London

Economics
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Economics within the London region over the 3 months to 19 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +42 52 £65,000 +23.80% 7
Hillingdon - 3 - - 1
Westminster - 2 £45,000 -
Wimbledon - 1 £35,000 -
Bromley - 1 £35,000 -
Economics
England

Economics
Top 30 Related IT Skills in London

For the 6 months to 19 September 2014, IT jobs across the London region citing Economics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Economics.

1 316 (80.82%) Degree
2 245 (62.66%) Finance
3 220 (56.27%) Mathematics
4 191 (48.85%) Analytics
5 163 (41.69%) Statistics
6 155 (39.64%) Analytical Skills
7 134 (34.27%) SQL
7 134 (34.27%) Marketing
8 130 (33.25%) Computer Science
9 114 (29.16%) SAS
10 82 (20.97%) SPSS
11 61 (15.60%) Data Analysis
12 60 (15.35%) Data Mining
13 59 (15.09%) PhD
14 58 (14.83%) Statistical Modelling
15 56 (14.32%) Physics
16 52 (13.30%) Predictive Modelling
17 50 (12.79%) Visualisation
17 50 (12.79%) Python
17 50 (12.79%) Business Analysis
18 47 (12.02%) Retail
19 45 (11.51%) R
20 44 (11.25%) Data Modelling
21 43 (11.00%) E-Commerce
22 42 (10.74%) Logistic Regression
23 41 (10.49%) Time Series Analysis
24 40 (10.23%) Digital Media
24 40 (10.23%) Hadoop
24 40 (10.23%) C++
25 38 (9.72%) Web Analytics

Economics
Top Related IT Skills in London by Category

For the 6 months to 19 September 2014, IT jobs across the London region citing Economics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Economics. Up to 20 skills are shown per category.

Application Platforms
1 114 (29.16%) SAS
2 17 (4.35%) Apache Pig
3 10 (2.56%) CMS
4 4 (1.02%) SharePoint
4 4 (1.02%) Drupal
4 4 (1.02%) Adobe CQ
5 2 (0.51%) IBM HTTP Server
6 1 (0.26%) WebLogic
Applications
1 82 (20.97%) SPSS
2 34 (8.70%) MS Excel
3 29 (7.42%) CPLEX
4 21 (5.37%) Spreadsheet
5 16 (4.09%) MS PowerPoint
6 9 (2.30%) Photoshop
7 5 (1.28%) MS Office
8 2 (0.51%) PowerPivot
9 1 (0.26%) MS Visio
9 1 (0.26%) Stata
Business Applications
1 31 (7.93%) Google Analytics
2 21 (5.37%) WebTrends
3 4 (1.02%) Dynamics CRM
4 2 (0.51%) SiteCatalyst
4 2 (0.51%) SAP FI
4 2 (0.51%) SAP FI/CO
4 2 (0.51%) SAP CO
Cloud Services
1 2 (0.51%) Cloud Computing
Communications & Networking
1 13 (3.32%) Unified Communications
2 5 (1.28%) Internet
3 1 (0.26%) VoIP
3 1 (0.26%) VPN
3 1 (0.26%) Intranet
Database & Business Intelligence
1 60 (15.35%) Data Mining
2 40 (10.23%) Hadoop
3 35 (8.95%) Relational Database
4 34 (8.70%) Big Data
5 20 (5.12%) SQL Server
6 14 (3.58%) Data Warehouse
7 11 (2.81%) SQL Server Integration Services
7 11 (2.81%) SAS Enterprise Miner
8 10 (2.56%) RDBMS
8 10 (2.56%) Base SAS
9 8 (2.05%) Apache Hive
10 6 (1.53%) Oracle Database
10 6 (1.53%) MySQL
10 6 (1.53%) OLAP
11 4 (1.02%) Oracle Database 10g
11 4 (1.02%) SQL Server 2000
11 4 (1.02%) Oracle Database 12c
11 4 (1.02%) SQL Server 2012
12 3 (0.77%) Essbase
12 3 (0.77%) Oracle OLAP
Development Applications
1 3 (0.77%) Selenium
1 3 (0.77%) Talend Open Studio
1 3 (0.77%) Cucumber
2 2 (0.51%) JUnit
General
1 245 (62.66%) Finance
2 134 (34.27%) Marketing
3 47 (12.02%) Retail
4 34 (8.70%) Advertising
5 32 (8.18%) Banking
6 16 (4.09%) Italian Language
6 16 (4.09%) Spanish Language
7 15 (3.84%) Games
8 12 (3.07%) Investment Banking
9 10 (2.56%) Financial Institution
10 8 (2.05%) Telecoms
11 6 (1.53%) Law
11 6 (1.53%) Legal
12 5 (1.28%) Front Office
12 5 (1.28%) Publishing
12 5 (1.28%) French Language
13 4 (1.02%) Back Office
14 3 (0.77%) Billing
14 3 (0.77%) iGaming
15 2 (0.51%) German Language
Job Titles
1 141 (36.06%) Analyst
2 59 (15.09%) Consultant
3 43 (11.00%) Developer
3 43 (11.00%) Data Scientist
4 25 (6.39%) Data Analyst
5 20 (5.12%) Developer Analyst
6 19 (4.86%) Business Analyst
7 18 (4.60%) Senior Analyst
7 18 (4.60%) VBA Developer
7 18 (4.60%) Excel Developer
7 18 (4.60%) Excel VBA Developer
8 16 (4.09%) Insight Analyst
9 15 (3.84%) Web Analyst
10 14 (3.58%) SAS Analyst
11 13 (3.32%) Graduate
11 13 (3.32%) Senior Insight Analyst
12 12 (3.07%) Marketing Analyst
12 12 (3.07%) Marketing Consultant
12 12 (3.07%) Programme Manager
12 12 (3.07%) .NET Developer
Libraries, Frameworks & Software Standards
1 18 (4.60%) HTML
1 18 (4.60%) .NET
2 16 (4.09%) CSS
3 15 (3.84%) jQuery
4 14 (3.58%) ASP.NET
5 10 (2.56%) Ajax
5 10 (2.56%) .NET Framework
5 10 (2.56%) ASP.NET MVC
5 10 (2.56%) Razor View Engine
5 10 (2.56%) ASP.NET MVC 4
6 8 (2.05%) Natural Language Processing
7 6 (1.53%) COM
8 3 (0.77%) XML
9 2 (0.51%) Hibernate
9 2 (0.51%) Web Services
9 2 (0.51%) Spring
10 1 (0.26%) WinForms
10 1 (0.26%) FIX Protocol
10 1 (0.26%) WPF
10 1 (0.26%) FpML
Miscellaneous
1 220 (56.27%) Mathematics
2 163 (41.69%) Statistics
3 155 (39.64%) Analytical Skills
4 130 (33.25%) Computer Science
5 56 (14.32%) Physics
6 50 (12.79%) Visualisation
7 40 (10.23%) Digital Media
8 38 (9.72%) Applied Mathematics
9 25 (6.39%) Neural Network
10 18 (4.60%) Derivative
11 16 (4.09%) Credit Risk
12 13 (3.32%) Foreign Exchange (FX)
12 13 (3.32%) User Experience
13 12 (3.07%) Hedge funds
14 11 (2.81%) Chemistry
15 10 (2.56%) Psychology
16 9 (2.30%) Social Media
16 9 (2.30%) FMCG
16 9 (2.30%) Management Information System
16 9 (2.30%) Artificial Intelligence
Operating Systems
1 7 (1.79%) Linux
1 7 (1.79%) UNIX
2 3 (0.77%) Windows
3 2 (0.51%) Windows 2000
3 2 (0.51%) Windows XP
3 2 (0.51%) Android
Processes & Methodologies
1 191 (48.85%) Analytics
2 61 (15.60%) Data Analysis
3 58 (14.83%) Statistical Modelling
4 52 (13.30%) Predictive Modelling
5 50 (12.79%) Business Analysis
6 44 (11.25%) Data Modelling
7 43 (11.00%) E-Commerce
8 42 (10.74%) Logistic Regression
9 41 (10.49%) Time Series Analysis
10 38 (9.72%) Web Analytics
11 34 (8.70%) Econometrics
12 33 (8.44%) Customer Insight
13 31 (7.93%) Operations Research
14 30 (7.67%) Statistical Analysis
14 30 (7.67%) Business Intelligence
14 30 (7.67%) Factor Analysis
15 29 (7.42%) Structural Equation Modelling
15 29 (7.42%) Markov Chain
15 29 (7.42%) Bayesian Methods
15 29 (7.42%) OO
Programming Languages
1 134 (34.27%) SQL
2 50 (12.79%) Python
3 45 (11.51%) R
4 40 (10.23%) C++
5 37 (9.46%) VBA
6 34 (8.70%) MATLAB
7 33 (8.44%) Java
8 22 (5.63%) JavaScript
8 22 (5.63%) C#
9 16 (4.09%) Ruby
10 13 (3.32%) Clojure
11 4 (1.02%) PHP
12 3 (0.77%) C
13 2 (0.51%) Perl
13 2 (0.51%) VB.NET
14 1 (0.26%) Shell Script
14 1 (0.26%) SAS Macro
14 1 (0.26%) PL/SQL
Qualifications
1 316 (80.82%) Degree
2 59 (15.09%) PhD
3 18 (4.60%) CFA
4 14 (3.58%) CISA
5 8 (2.05%) PRINCE2 Certification
6 3 (0.77%) MBA
7 1 (0.26%) Postgraduate
7 1 (0.26%) CIMA
7 1 (0.26%) CCAB
7 1 (0.26%) ITIL Certification
7 1 (0.26%) ACCA
7 1 (0.26%) ISEB
7 1 (0.26%) PRINCE2 Practitioner
7 1 (0.26%) Security Cleared
Quality Assurance & Compliance
1 13 (3.32%) SLA
2 4 (1.02%) QA
3 3 (0.77%) Basel III
3 3 (0.77%) Data Quality
3 3 (0.77%) IAS 39
4 1 (0.26%) ISO/IEC 27001
4 1 (0.26%) ISO 9001
4 1 (0.26%) EMIR
4 1 (0.26%) Sarbanes-Oxley
4 1 (0.26%) Basel II
4 1 (0.26%) GAAP
4 1 (0.26%) ISO 14001
System Software
1 4 (1.02%) Oracle RAC
Vendors
1 33 (8.44%) Google
2 20 (5.12%) Coremetrics
3 19 (4.86%) Microsoft
4 14 (3.58%) Adobe
5 13 (3.32%) Tableau
6 11 (2.81%) Verint
6 11 (2.81%) Avaya
6 11 (2.81%) Genesys
6 11 (2.81%) Mitel
7 10 (2.56%) DoubleClick
8 8 (2.05%) Oracle
9 7 (1.79%) Salesforce.com
10 5 (1.28%) Omniture
10 5 (1.28%) Facebook
11 4 (1.02%) EPiServer
11 4 (1.02%) Sitecore
11 4 (1.02%) Sun
12 3 (0.77%) Talend
13 2 (0.51%) Jaspersoft
13 2 (0.51%) Hitwise
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