The table below looks at the prevalence of the term Economics in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Economics over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Economics
UK / England
Rank 484 537 523
Rank change year-on-year
+53 -14
Contract jobs citing Economics 81 58 69
As % of all contract IT jobs located in England 0.20% 0.12% 0.15%
As % of the Miscellaneous category 0.60% 0.38% 0.46%
Number of daily rates quoted 50 44 43
Median daily rate £416 £443 £445
Median daily rate % change year-on-year
-6.10% -0.56%
90% offered a daily rate of more than £313 £233 £281
10% offered a daily rate of more than £683 £643 £533
UK excluding London median daily rate £378 £391 £415
% change year-on-year
-3.51% -5.72%
Number of hourly rates quoted 5 2 0
Median hourly rate £30.00 £9.39 -
Median hourly rate % change year-on-year
+219.48% -
UK excluding London median hourly rate £30.00 - -

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

Miscellaneous Category
England
Contract IT job ads with a match in the
Miscellaneous category
13509 15401 14873
As % of all contract IT jobs located in England 32.58% 33.11% 32.02%
Number of daily rates quoted 8703 9897 9448
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £255 £250 £250
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £390 £375 £365
% change year-on-year
+4.00% +2.73%
Number of hourly rates quoted 487 640 605
Median hourly rate £21.50 £21.00 £17.50
Median hourly rate % change year-on-year
+2.38% +20.00%
90% offered a hourly rate of more than £11.33 £12.43 £11.50
10% offered a hourly rate of more than £47.50 £50.00 £40.00
UK excluding London median hourly rate £18.88 £21.50 £17.50
% change year-on-year
-12.20% +22.85%

Economics
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Economics as a proportion of all IT contracts with a match in the Miscellaneous category.

Economics Jobs Demand Trend in England

Economics
Daily Rate Trend in England

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

Economics Daily Rate Trend in England

Economics
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Economics across the England region over the 3 months to 20 January 2017.

Economics Daily Rate Histogram in England

Economics
Hourly Rate Trend in England

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

Economics Hourly Rate Trend in England

Economics
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Economics within the England region over the 3 months to 20 January 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +27 47 £600 +27.65% 25
South East +24 26 £365 -3.94% 4
Yorkshire +9 3 £414 -21.51%
North West +23 2 £425 -52.11% 3
North East -18 2 £406 +12.77%
Economics
UK

Economics
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, IT contractor jobs citing Economics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Economics.

1 63 (39.38%) SQL
2 58 (36.25%) Finance
3 55 (34.38%) Degree
4 50 (31.25%) Analytical Skills
5 44 (27.50%) Banking
5 44 (27.50%) Analytics
6 42 (26.25%) Agile Software Development
6 42 (26.25%) Software Engineering
7 39 (24.38%) SDLC
8 35 (21.88%) Migration
9 34 (21.25%) Workflow
9 34 (21.25%) Java
9 34 (21.25%) Investment Banking
9 34 (21.25%) Statistics
9 34 (21.25%) Pair Programming
9 34 (21.25%) Technical Analysis
10 33 (20.63%) Project Management
11 31 (19.38%) Open Source
12 30 (18.75%) Data Migration
13 29 (18.13%) Data Transformation
13 29 (18.13%) Microsoft
13 29 (18.13%) Hibernate
13 29 (18.13%) Spring
14 26 (16.25%) J2SE
15 25 (15.63%) Mathematics
15 25 (15.63%) Visualisation
16 24 (15.00%) Data Analysis
16 24 (15.00%) Stakeholder Management
16 24 (15.00%) Change Management
17 22 (13.75%) Security Cleared

Economics
Top Related IT Skills in England 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 10 (6.25%) SAS
2 4 (2.50%) Confluence
2 4 (2.50%) IBM HTTP Server
3 3 (1.88%) Apache Spark
4 2 (1.25%) Apache Pig
5 1 (0.63%) SharePoint
Applications
1 19 (11.88%) MS Excel
1 19 (11.88%) MS Office
2 9 (5.63%) SPSS
3 7 (4.38%) MS PowerPoint
4 6 (3.75%) MS Project
5 2 (1.25%) LaTeX
6 1 (0.63%) EViews
6 1 (0.63%) MS Visio
Business Applications
1 1 (0.63%) SAP Oil and Gas
1 1 (0.63%) WebTrends
Cloud Services
1 5 (3.13%) Google Analytics
2 1 (0.63%) Adobe Analytics
Communications & Networking
1 8 (5.00%) Internet
2 4 (2.50%) Intranet
3 2 (1.25%) Broadband
4 1 (0.63%) Value-Added Service
Database & Business Intelligence
1 9 (5.63%) Data Mining
2 8 (5.00%) Data Warehouse
3 5 (3.13%) Spotfire
4 4 (2.50%) MS Access
4 4 (2.50%) Snowflake Schema
4 4 (2.50%) SQL Server
4 4 (2.50%) SQL Server 2005
4 4 (2.50%) SQL Server 2014
5 3 (1.88%) Big Data
5 3 (1.88%) BusinessObjects
5 3 (1.88%) Hadoop
5 3 (1.88%) Relational Database
6 2 (1.25%) Apache Hive
6 2 (1.25%) Cognos Report Studio
6 2 (1.25%) Impala
6 2 (1.25%) Oracle Database
6 2 (1.25%) SAS Visual Analytics
6 2 (1.25%) SQL Server Integration Services
7 1 (0.63%) Data Lake
7 1 (0.63%) Qlik Sense
Development Applications
1 5 (3.13%) Git (software)
1 5 (3.13%) JIRA
2 4 (2.50%) Liquibase
2 4 (2.50%) Talend Open Studio
3 2 (1.25%) NUnit
4 1 (0.63%) Cucumber
4 1 (0.63%) Jenkins
4 1 (0.63%) JSUnit
4 1 (0.63%) JUnit
4 1 (0.63%) PHPUnit
4 1 (0.63%) Subversion
4 1 (0.63%) Toad
General
1 58 (36.25%) Finance
2 44 (27.50%) Banking
3 34 (21.25%) Investment Banking
4 19 (11.88%) Marketing
5 11 (6.88%) Legal
5 11 (6.88%) Telecoms
6 9 (5.63%) Front Office
7 6 (3.75%) Mandarin Language
7 6 (3.75%) Spanish Language
8 4 (2.50%) Advertising
8 4 (2.50%) Aerospace
8 4 (2.50%) Automotive
8 4 (2.50%) Back Office
9 3 (1.88%) Manufacturing
10 2 (1.25%) Billing
10 2 (1.25%) Financial Institution
10 2 (1.25%) Retail
11 1 (0.63%) Dutch Language
11 1 (0.63%) French Language
11 1 (0.63%) Wholesale Banking
Job Titles
1 46 (28.75%) Analyst
1 46 (28.75%) Developer
2 31 (19.38%) Senior Developer
3 29 (18.13%) Agile Developer
3 29 (18.13%) Agile Java Developer
3 29 (18.13%) Java Developer
3 29 (18.13%) Senior Agile Developer
3 29 (18.13%) Senior Agile Java Developer
3 29 (18.13%) Senior Java Developer
4 24 (15.00%) Project Manager
5 17 (10.63%) Data Analyst
6 12 (7.50%) Java Team Leader
6 12 (7.50%) Lead Developer
6 12 (7.50%) Lead Java Developer
6 12 (7.50%) Team Leader
7 11 (6.88%) Business Analyst
8 10 (6.25%) SC Cleared Project Manager
9 9 (5.63%) Applications Manager
9 9 (5.63%) Applications Project Manager
9 9 (5.63%) Core Java Developer
Libraries, Frameworks & Software Standards
1 29 (18.13%) Hibernate
1 29 (18.13%) Spring
2 26 (16.25%) J2SE
3 7 (4.38%) HTML
4 6 (3.75%) HTML5
5 5 (3.13%) .NET
5 5 (3.13%) AngularJS
5 5 (3.13%) CSS
6 2 (1.25%) Flash
6 2 (1.25%) Mason
6 2 (1.25%) Node.js
6 2 (1.25%) React
6 2 (1.25%) Reactive Extensions
6 2 (1.25%) Silverlight
6 2 (1.25%) WPF
6 2 (1.25%) XML
7 1 (0.63%) Backbone.js
7 1 (0.63%) CSS3
7 1 (0.63%) RESTful
7 1 (0.63%) Sass
Miscellaneous
1 50 (31.25%) Analytical Skills
2 34 (21.25%) Statistics
3 25 (15.63%) Mathematics
3 25 (15.63%) Visualisation
4 21 (13.13%) Computer Science
5 13 (8.13%) Derivative
6 9 (5.63%) Fixed Income
6 9 (5.63%) Foreign Exchange (FX)
7 8 (5.00%) Credit Risk
7 8 (5.00%) Virtual Team
8 7 (4.38%) Physics
8 7 (4.38%) Psychology
9 4 (2.50%) Management Information System
9 4 (2.50%) Market Risk
9 4 (2.50%) OTC Derivatives
10 3 (1.88%) Data Extraction
10 3 (1.88%) Data Integration
10 3 (1.88%) Digital Media
10 3 (1.88%) Equity Derivative
10 3 (1.88%) User Experience
Operating Systems
1 2 (1.25%) Unix
2 1 (0.63%) Windows
Processes & Methodologies
1 44 (27.50%) Analytics
2 42 (26.25%) Agile Software Development
2 42 (26.25%) Software Engineering
3 39 (24.38%) SDLC
4 35 (21.88%) Migration
5 34 (21.25%) Pair Programming
5 34 (21.25%) Technical Analysis
5 34 (21.25%) Workflow
6 33 (20.63%) Project Management
7 31 (19.38%) Open Source
8 30 (18.75%) Data Migration
9 29 (18.13%) Data Transformation
10 24 (15.00%) Change Management
10 24 (15.00%) Data Analysis
10 24 (15.00%) Stakeholder Management
11 21 (13.13%) Programme Management
12 17 (10.63%) Process Improvement
13 16 (10.00%) Business Analysis
14 15 (9.38%) Operations Research
15 14 (8.75%) Risk Management
Programming Languages
1 63 (39.38%) SQL
2 34 (21.25%) Java
3 15 (9.38%) R
4 9 (5.63%) C#
5 8 (5.00%) JavaScript
5 8 (5.00%) Python
6 6 (3.75%) C++
7 3 (1.88%) TypeScript
8 2 (1.25%) C
8 2 (1.25%) T-SQL
8 2 (1.25%) XAML
9 1 (0.63%) MATLAB
9 1 (0.63%) PL/SQL
9 1 (0.63%) Scala
9 1 (0.63%) VB
9 1 (0.63%) VBA
Qualifications
1 55 (34.38%) Degree
2 22 (13.75%) Security Cleared
3 18 (11.25%) SC Cleared
4 8 (5.00%) MBA
5 5 (3.13%) PhD
6 4 (2.50%) BPSS Clearance
7 3 (1.88%) CFA
7 3 (1.88%) CISA
7 3 (1.88%) CISM
7 3 (1.88%) CISSP
8 2 (1.25%) ACCA
8 2 (1.25%) CIMA
8 2 (1.25%) PMP
9 1 (0.63%) PgMP
9 1 (0.63%) PMI Certification
9 1 (0.63%) Postgraduate
Quality Assurance & Compliance
1 9 (5.63%) QA
2 7 (4.38%) Data Quality
3 4 (2.50%) GAAP
4 2 (1.25%) Dodd-Frank
4 2 (1.25%) MiFID
5 1 (0.63%) Basel II
5 1 (0.63%) Basel III
5 1 (0.63%) Disclosure Scotland
5 1 (0.63%) EMIR
5 1 (0.63%) ISO 9001
5 1 (0.63%) SLA
Systems Management
1 2 (1.25%) Tivoli
2 1 (0.63%) MOM
2 1 (0.63%) Puppet
Vendors
1 29 (18.13%) Microsoft
2 19 (11.88%) Tableau
3 11 (6.88%) Google
4 10 (6.25%) SAP
5 9 (5.63%) IBM
6 8 (5.00%) HP
7 6 (3.75%) Oracle
8 4 (2.50%) Talend
9 2 (1.25%) Cognos
9 2 (1.25%) Informatica
9 2 (1.25%) Teradata
9 2 (1.25%) TIBCO
10 1 (0.63%) Adobe
10 1 (0.63%) Murex
10 1 (0.63%) Palantir
10 1 (0.63%) Salesforce.com
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