The table below looks at the prevalence of the term Economics in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Economics over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Economics
Rank 677 599 596
Rank change year-on-year
-78 -3
Permanent jobs citing Economics 204 314 268
As % of all permanent IT jobs located in England 0.20% 0.29% 0.26%
As % of the Miscellaneous category 0.49% 0.73% 0.65%
Number of salaries quoted 169 226 208
Average salary £50,000 £51,500 £45,000
Average salary % change year-on-year
-2.91% +14.44%
90% offered a salary of more than £28,500 £27,500 £26,000
10% offered a salary of more than £87,500 £80,000 £70,750
UK excluding London average salary £42,500 £37,500 £50,000
% change year-on-year
+13.33% -25.00%
Economics
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
41535 43201 41409
As % of all permanent IT jobs located in England 40.62% 39.51% 40.69%
Number of salaries quoted 33275 34237 33636
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £27,500 £29,000 £27,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

Economics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Economics across the England region as a proportion of the total demand within the Miscellaneous category.

Economics Jobs Demand Trend in England

Economics
Salary Trend in England

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

Economics Salary Trend in England

Economics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Economics across the England region over the 3 months to 31 July 2015.

Economics Salary Histogram in England

Economics
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Economics within the England region over the 3 months to 31 July 2015. 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
London -40 137 £55,000 -4.34% 24
South East +15 48 £47,500 -9.52% 10
East Midlands - 5 £32,500 - 2
North West -30 4 £25,750 - 1
East of England -3 3 £37,500 +20.96%
South West -11 3 £42,500 +70.00% 1
West Midlands -29 2 £33,000 -22.35% 1
Yorkshire -2 1 £27,500 -60.71%
Economics
UK

Economics
Top 30 Related IT Skills in England

For the 6 months to 31 July 2015, IT jobs across the England 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.

1 325 (79.85%) Degree
2 195 (47.91%) Mathematics
3 187 (45.95%) Finance
4 161 (39.56%) Analytics
5 160 (39.31%) Analytical Skills
5 160 (39.31%) SQL
6 149 (36.61%) Statistics
7 112 (27.52%) Computer Science
8 102 (25.06%) Marketing
9 101 (24.82%) SAS
10 89 (21.87%) Project Management
11 78 (19.16%) Business Intelligence
12 60 (14.74%) SPSS
13 58 (14.25%) Banking
14 55 (13.51%) Retail
15 54 (13.27%) Agile Software Development
16 53 (13.02%) Data Analysis
17 50 (12.29%) Physics
17 50 (12.29%) R
18 47 (11.55%) Business Analysis
18 47 (11.55%) Data Mining
19 46 (11.30%) SAP
20 44 (10.81%) MS Excel
20 44 (10.81%) Big Data
21 41 (10.07%) VBA
22 38 (9.34%) MS PowerPoint
22 38 (9.34%) QA
22 38 (9.34%) Tableau
23 37 (9.09%) Python
24 36 (8.85%) Visualisation

Economics
Top Related IT Skills in England by Category

For the 6 months to 31 July 2015, IT jobs across the England 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
1 101 (24.82%) SAS
2 13 (3.19%) Apache Pig
3 4 (0.98%) Apache Spark
4 3 (0.74%) SharePoint
4 3 (0.74%) SharePoint 2010
4 3 (0.74%) K2 blackpearl
4 3 (0.74%) CMS
4 3 (0.74%) SharePoint Server
4 3 (0.74%) Drupal
5 2 (0.49%) IIS
5 2 (0.49%) Apache
6 1 (0.25%) NetWeaver
6 1 (0.25%) Confluence
6 1 (0.25%) Elasticsearch
Applications
1 60 (14.74%) SPSS
2 44 (10.81%) MS Excel
3 38 (9.34%) MS PowerPoint
4 21 (5.16%) MS Office
5 6 (1.47%) CPLEX
6 5 (1.23%) PowerPivot
6 5 (1.23%) Stata
7 4 (0.98%) Vensim
8 3 (0.74%) Simulink
8 3 (0.74%) MS Visio
8 3 (0.74%) GNU Octave
8 3 (0.74%) InfoPath
9 2 (0.49%) MS Project
10 1 (0.25%) Weka
Business Applications
1 21 (5.16%) HiInvest
1 21 (5.16%) HiPerformance
1 21 (5.16%) HiPortfolio
1 21 (5.16%) Decalog
1 21 (5.16%) LongView
1 21 (5.16%) LatentZero
1 21 (5.16%) MultiFonds
1 21 (5.16%) Front Arena
1 21 (5.16%) Beauchamp
1 21 (5.16%) PORTIA
1 21 (5.16%) thinkFolio
1 21 (5.16%) Eagle PACE
1 21 (5.16%) Advent Portfolio Exchange
1 21 (5.16%) Advent Moxy
1 21 (5.16%) Markit EDM
2 8 (1.97%) SAP WM
2 8 (1.97%) SAP PM
3 7 (1.72%) SAP AFS
4 5 (1.23%) Exchequer
5 4 (0.98%) Unica
Cloud Services
1 6 (1.47%) Google Analytics
1 6 (1.47%) Amazon AWS
2 5 (1.23%) Office 365
3 4 (0.98%) PaaS
3 4 (0.98%) Microsoft Azure
4 3 (0.74%) Terremark
4 3 (0.74%) Adobe Analytics
4 3 (0.74%) IaaS
4 3 (0.74%) SaaS
5 1 (0.25%) Cloud Computing
5 1 (0.25%) Amazon EC2
5 1 (0.25%) Amazon EMR
Communications & Networking
1 9 (2.21%) Broadband
2 8 (1.97%) Internet
3 6 (1.47%) WebEx
4 3 (0.74%) OpenFlow
4 3 (0.74%) Kerberos
5 1 (0.25%) TCP/IP
5 1 (0.25%) Wireless
Database & Business Intelligence
1 47 (11.55%) Data Mining
2 44 (10.81%) Big Data
3 31 (7.62%) Data Warehouse
4 29 (7.13%) Hadoop
5 22 (5.41%) QlikView
6 19 (4.67%) SQL Server
7 17 (4.18%) Base SAS
7 17 (4.18%) Relational Database
8 12 (2.95%) Apache Hive
9 11 (2.70%) OLAP
9 11 (2.70%) Data Mart
10 10 (2.46%) Apache Cassandra
10 10 (2.46%) Oracle Database
10 10 (2.46%) Enterprise Data Warehouse
11 9 (2.21%) SAS Enterprise Miner
12 7 (1.72%) BusinessObjects
12 7 (1.72%) Text Mining
13 6 (1.47%) MS Access
13 6 (1.47%) NoSQL
14 4 (0.98%) Spotfire
Development Applications
1 3 (0.74%) JIRA
1 3 (0.74%) Team Foundation Server
2 2 (0.49%) Visual Studio
3 1 (0.25%) Rational Rose
3 1 (0.25%) FitNesse
3 1 (0.25%) Git (software)
3 1 (0.25%) MSTest
3 1 (0.25%) Cucumber
3 1 (0.25%) SpecFlow
3 1 (0.25%) Jenkins
General
1 187 (45.95%) Finance
2 102 (25.06%) Marketing
3 58 (14.25%) Banking
4 55 (13.51%) Retail
5 36 (8.85%) Investment Banking
6 23 (5.65%) Telecoms
7 22 (5.41%) Manufacturing
8 18 (4.42%) Front Office
9 11 (2.70%) Pharmaceutical
9 11 (2.70%) Automotive
10 10 (2.46%) Aerospace
11 9 (2.21%) Legal
12 8 (1.97%) Back Office
13 6 (1.47%) Law
14 5 (1.23%) Games
15 4 (0.98%) Advertising
15 4 (0.98%) Financial Institution
15 4 (0.98%) German Language
16 2 (0.49%) Dutch Language
16 2 (0.49%) French Language
Job Titles
1 171 (42.01%) Analyst
2 51 (12.53%) Consultant
3 50 (12.29%) Business Analyst
4 47 (11.55%) Data Analyst
5 39 (9.58%) Developer
6 34 (8.35%) Data Scientist
7 30 (7.37%) Graduate
8 27 (6.63%) Architect
8 27 (6.63%) Senior Analyst
9 21 (5.16%) Solutions Architect
10 18 (4.42%) Insight Analyst
11 12 (2.95%) Functional Consultant
11 12 (2.95%) SAP Consultant
12 11 (2.70%) Market Analyst
13 10 (2.46%) Programmer
13 10 (2.46%) Senior Consultant
14 8 (1.97%) Web Developer
14 8 (1.97%) Java Developer
14 8 (1.97%) Java/J2EE Developer
14 8 (1.97%) Java Programmer
Libraries, Frameworks & Software Standards
1 19 (4.67%) .NET
2 9 (2.21%) HTML
3 8 (1.97%) Struts2
3 8 (1.97%) J2EE
3 8 (1.97%) Struts
3 8 (1.97%) Spring
4 7 (1.72%) Web Services
4 7 (1.72%) ASP.NET
4 7 (1.72%) CSS
4 7 (1.72%) D3.js
5 5 (1.23%) XMPP
6 4 (0.98%) FIX Protocol
6 4 (0.98%) XML
7 3 (0.74%) Windows SharePoint Services
8 2 (0.49%) BREW
8 2 (0.49%) JNI
8 2 (0.49%) Middleware
8 2 (0.49%) Natural Language Processing
8 2 (0.49%) Apache Thrift
9 1 (0.25%) MLlib
Miscellaneous
1 195 (47.91%) Mathematics
2 160 (39.31%) Analytical Skills
3 149 (36.61%) Statistics
4 112 (27.52%) Computer Science
5 50 (12.29%) Physics
6 36 (8.85%) Visualisation
7 22 (5.41%) Psychology
8 21 (5.16%) Algorithms
9 18 (4.42%) Digital Media
10 14 (3.44%) Applied Mathematics
11 13 (3.19%) Derivative
12 12 (2.95%) Neural Network
13 10 (2.46%) Management Information System
13 10 (2.46%) Credit Risk
14 9 (2.21%) Hedge funds
15 7 (1.72%) Social Network
15 7 (1.72%) Data Integration
16 6 (1.47%) Fixed Income
16 6 (1.47%) Foreign Exchange (FX)
17 5 (1.23%) Data Extraction
Operating Systems
1 20 (4.91%) Linux
2 16 (3.93%) UNIX
3 11 (2.70%) Windows
4 1 (0.25%) Solaris
Processes & Methodologies
1 161 (39.56%) Analytics
2 89 (21.87%) Project Management
3 78 (19.16%) Business Intelligence
4 54 (13.27%) Agile Software Development
5 53 (13.02%) Data Analysis
6 47 (11.55%) Business Analysis
7 34 (8.35%) Data Modelling
8 32 (7.86%) Statistical Modelling
9 30 (7.37%) Operations Research
10 28 (6.88%) Predictive Analytics
11 25 (6.14%) Investment Management
11 25 (6.14%) Asset Management
12 24 (5.90%) Predictive Modelling
13 22 (5.41%) Data Analytics
14 21 (5.16%) Logistics
14 21 (5.16%) CRM
15 19 (4.67%) Stakeholder Management
15 19 (4.67%) Information Security
15 19 (4.67%) Logistic Regression
16 17 (4.18%) Quantitative Analysis
Programming Languages
1 160 (39.31%) SQL
2 50 (12.29%) R
3 41 (10.07%) VBA
4 37 (9.09%) Python
5 33 (8.11%) Java
6 26 (6.39%) C#
7 25 (6.14%) C++
8 18 (4.42%) PL/SQL
9 13 (3.19%) JavaScript
10 12 (2.95%) MATLAB
11 11 (2.70%) VB.NET
12 10 (2.46%) Perl
13 8 (1.97%) Scala
14 7 (1.72%) C
15 5 (1.23%) Ruby
16 4 (0.98%) PHP
16 4 (0.98%) Clojure
17 3 (0.74%) SAS Macro
17 3 (0.74%) VB
18 2 (0.49%) T-SQL
Qualifications
1 325 (79.85%) Degree
2 22 (5.41%) PhD
2 22 (5.41%) Security Cleared
3 18 (4.42%) DV Cleared
4 12 (2.95%) Postgraduate
5 8 (1.97%) CISA
5 8 (1.97%) CISM
6 5 (1.23%) CISSP
6 5 (1.23%) MBA
7 4 (0.98%) CFA
7 4 (0.98%) PMI Certification
8 3 (0.74%) ITIL Certification
8 3 (0.74%) CISMP
8 3 (0.74%) SC Cleared
8 3 (0.74%) APMP
9 2 (0.49%) PMP
9 2 (0.49%) PRINCE2 Certification
9 2 (0.49%) CIMA
10 1 (0.25%) ACCA
10 1 (0.25%) CITP
Quality Assurance & Compliance
1 38 (9.34%) QA
2 5 (1.23%) Basel II
2 5 (1.23%) ISO/IEC 27001
2 5 (1.23%) COBIT
2 5 (1.23%) MiFID
2 5 (1.23%) EMIR
2 5 (1.23%) Dodd-Frank
3 3 (0.74%) Sarbanes-Oxley
4 2 (0.49%) AIFMD
4 2 (0.49%) Solvency II
4 2 (0.49%) SLA
5 1 (0.25%) ISO 9001
5 1 (0.25%) Data Quality
5 1 (0.25%) PMBOK
System Software
1 3 (0.74%) Active Directory
2 1 (0.25%) HDFS
Systems Management
1 1 (0.25%) OPNET
1 1 (0.25%) EMC NetWorker
Vendors
1 46 (11.30%) SAP
2 38 (9.34%) Tableau
3 26 (6.39%) Oracle
3 26 (6.39%) Microsoft
4 22 (5.41%) SunGard
4 22 (5.41%) Charles River
5 21 (5.16%) StatPro
5 21 (5.16%) Linedata
5 21 (5.16%) IGEFI
5 21 (5.16%) SimCorp
5 21 (5.16%) Misys
5 21 (5.16%) Fidessa
5 21 (5.16%) BI-SAM
5 21 (5.16%) Advent
5 21 (5.16%) RIMES
6 15 (3.69%) Salesforce.com
7 13 (3.19%) IBM
8 10 (2.46%) Cognos
9 9 (2.21%) Google
10 6 (1.47%) Alteryx
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Salary: £35000 - £50000 per annum + bonus, pension, health care
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Salary: £38000 - £42000 per annum + excellent benefits
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Salary: From £100,000 to £100,000 per annum + Bonus (OTE £120,000+) + Benefits
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