The following table provides summary statistics for permanent job vacancies advertised in England 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
UK / England
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 648 687 731
Rank change year-on-year +39 +44  
Permanent jobs citing Economics 195 262 206
As % of all permanent IT jobs advertised in England 0.24% 0.27% 0.20%
As % of the Processes & Methodologies category 0.27% 0.30% 0.23%
Number of salaries quoted 153 212 154
Median salary £55,000 £50,000 £42,500
Median salary % change year-on-year +10.00% +17.64%  
90% offered a salary of more than £31,700 £26,500 £27,500
10% offered a salary of more than £67,500 £85,000 £86,000
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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71349 86405 87982
As % of all permanent IT job vacancies advertised in England 89.14% 88.62% 86.98%
Number of salaries quoted 59178 72302 71950
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Economics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Economics
Salary Trend in England

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

Salary trend for Economics in England

Economics
Salary Histogram in England

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

Salary histogram for Economics in England

Economics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the England 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
London +29 135 £55,000 +10.00% 21
South East +53 32 £36,250 -34.09% 1
North West -4 13 £62,500 +135.84% 2
West Midlands +28 4 £41,000 +95.23%
Yorkshire +25 4 £35,000 -20.00% 1
North East - 3 £27,500 - 4
East of England +14 2 £46,250 +120.23%
East Midlands +9 2 £29,000 -17.14% 1
Economics
UK

Economics
Top 30 Co-occurring IT Skills in 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 England region with a requirement for Economics.

1 267 (64.34%) Degree
2 204 (49.16%) Finance
3 191 (46.02%) Mathematics
4 179 (43.13%) Analytical Skills
5 153 (36.87%) SQL
6 135 (32.53%) Analytics
7 126 (30.36%) Statistics
8 97 (23.37%) Computer Science
9 84 (20.24%) Agile Software Development
10 66 (15.90%) Marketing
11 65 (15.66%) Business Intelligence
12 62 (14.94%) R
13 57 (13.73%) Python
14 53 (12.77%) E-Commerce
15 52 (12.53%) HTML
15 52 (12.53%) User Experience
16 49 (11.81%) Java
16 49 (11.81%) JavaScript
17 47 (11.33%) Banking
18 46 (11.08%) Oracle
18 46 (11.08%) SAS
19 44 (10.60%) MS Excel
20 42 (10.12%) C++
20 42 (10.12%) CSS
21 41 (9.88%) SQL Server
21 41 (9.88%) Linux
21 41 (9.88%) PhD
21 41 (9.88%) Web Development
22 40 (9.64%) ETL
23 39 (9.40%) .NET

Economics
Co-occurring 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 46 (11.08%) SAS
2 6 (1.45%) Apache Spark
3 5 (1.20%) Apache Pig
4 3 (0.72%) Jupyter
4 3 (0.72%) Oracle SOA Suite
5 2 (0.48%) Apache
6 1 (0.24%) Apache Solr
Applications
1 44 (10.60%) MS Excel
2 18 (4.34%) SPSS
3 16 (3.86%) MS Office
4 12 (2.89%) MS PowerPoint
5 5 (1.20%) EViews
6 3 (0.72%) Stata
7 1 (0.24%) Adobe Creative Suite
7 1 (0.24%) Adobe Illustrator
7 1 (0.24%) Gephi
7 1 (0.24%) InDesign
7 1 (0.24%) Maple
7 1 (0.24%) Photoshop
7 1 (0.24%) Simulink
7 1 (0.24%) Spreadsheet
7 1 (0.24%) SPSS Modeler
Business Applications
1 3 (0.72%) Salesforce.com CRM
2 2 (0.48%) Cognos Business Intelligence
2 2 (0.48%) HFM
2 2 (0.48%) Hyperion Planning
2 2 (0.48%) SAP Oil and Gas
3 1 (0.24%) NetSuite
3 1 (0.24%) Oracle AML
3 1 (0.24%) Oracle General Ledger
3 1 (0.24%) WebTrends
Cloud Services
1 19 (4.58%) Amazon AWS
2 12 (2.89%) Google Analytics
3 8 (1.93%) Microsoft Azure
4 5 (1.20%) Cloud Computing
4 5 (1.20%) SaaS
5 3 (0.72%) Amazon S3
5 3 (0.72%) IaaS
5 3 (0.72%) PaaS
6 2 (0.48%) Amazon EC2
6 2 (0.48%) Amazon EMR
6 2 (0.48%) Office 365
7 1 (0.24%) Adobe Analytics
Communications & Networking
1 22 (5.30%) Internet
2 4 (0.96%) Symposium
3 3 (0.72%) Broadband
4 2 (0.48%) Unified Communications
5 1 (0.24%) LAN
5 1 (0.24%) TCP/IP
5 1 (0.24%) VPN
5 1 (0.24%) WAN
Database & Business Intelligence
1 41 (9.88%) SQL Server
2 38 (9.16%) Data Warehouse
3 34 (8.19%) QlikView
4 31 (7.47%) Relational Database
5 26 (6.27%) RDBMS
6 23 (5.54%) Electronic Patient Records
7 21 (5.06%) Hadoop
7 21 (5.06%) NoSQL
7 21 (5.06%) Power BI
8 20 (4.82%) SQL Server Integration Services
9 14 (3.37%) Looker
10 13 (3.13%) PostgreSQL
11 12 (2.89%) Big Data
12 11 (2.65%) Amazon Redshift
12 11 (2.65%) BusinessObjects
12 11 (2.65%) SQL Server Reporting Services
13 9 (2.17%) Data Mart
13 9 (2.17%) Enterprise Data Warehouse
13 9 (2.17%) OLAP
14 8 (1.93%) Data Mining
Development Applications
1 23 (5.54%) Talend Open Studio
2 6 (1.45%) Oracle Forms
3 4 (0.96%) Rational Rhapsody
4 3 (0.72%) Visual Studio
5 1 (0.24%) Git (software)
5 1 (0.24%) Jenkins
5 1 (0.24%) Vagrant
5 1 (0.24%) Yeoman
General
1 204 (49.16%) Finance
2 66 (15.90%) Marketing
3 47 (11.33%) Banking
4 32 (7.71%) Telecoms
5 28 (6.75%) Pharmaceutical
6 23 (5.54%) Spanish Language
7 21 (5.06%) Mandarin Language
8 20 (4.82%) Retail
9 16 (3.86%) Automotive
10 13 (3.13%) Electronics
11 10 (2.41%) Advertising
12 7 (1.69%) Front Office
12 7 (1.69%) Investment Banking
12 7 (1.69%) Legal
12 7 (1.69%) Manufacturing
13 5 (1.20%) Retail Banking
14 3 (0.72%) French Language
14 3 (0.72%) Law
15 2 (0.48%) German Language
16 1 (0.24%) Italian Language
Job Titles
1 146 (35.18%) Analyst
2 86 (20.72%) Developer
3 44 (10.60%) Consultant
4 34 (8.19%) Data Analyst
5 28 (6.75%) C++ Developer
6 26 (6.27%) Graduate
6 26 (6.27%) JavaScript Developer
7 23 (5.54%) Business Analyst
8 21 (5.06%) Angular Developer
9 20 (4.82%) Data Scientist
10 19 (4.58%) Business Intelligence Analyst
10 19 (4.58%) Web Developer
11 15 (3.61%) Architect
12 14 (3.37%) Data Engineer
12 14 (3.37%) UI Developer
13 13 (3.13%) Business Consultant
13 13 (3.13%) HTML CSS Developer
13 13 (3.13%) HTML Developer
13 13 (3.13%) Senior Consultant
14 12 (2.89%) Project Manager
Libraries, Frameworks & Software Standards
1 52 (12.53%) HTML
2 42 (10.12%) CSS
3 39 (9.40%) .NET
4 34 (8.19%) AngularJS
5 31 (7.47%) React
6 19 (4.58%) Angular 2
6 19 (4.58%) Ember.js
7 11 (2.65%) STL
8 10 (2.41%) Natural Language Processing
9 5 (1.20%) Web Services
10 4 (0.96%) Grails
10 4 (0.96%) HTML5
10 4 (0.96%) Middleware
10 4 (0.96%) scikit-learn
10 4 (0.96%) XML
11 3 (0.72%) ASP.NET Web API
11 3 (0.72%) CSS3
11 3 (0.72%) Twitter Bootstrap
11 3 (0.72%) WCF
11 3 (0.72%) WPF
Miscellaneous
1 179 (43.13%) Analytical Skills
2 97 (23.37%) Computer Science
3 52 (12.53%) User Experience
4 32 (7.71%) Algorithms
5 30 (7.23%) Foreign Exchange (FX)
6 28 (6.75%) Fintech
7 25 (6.02%) Data Structures
7 25 (6.02%) Derivative
7 25 (6.02%) Life Science
8 24 (5.78%) Equities
8 24 (5.78%) Fixed Income
8 24 (5.78%) Management Information System
9 15 (3.61%) Credit Risk
10 8 (1.93%) Hedge funds
10 8 (1.93%) Social Media
11 7 (1.69%) Enterprise Software
12 5 (1.20%) Driving Licence
13 4 (0.96%) Biotechnology
13 4 (0.96%) Market Risk
14 2 (0.48%) Mobile App
Operating Systems
1 41 (9.88%) Linux
2 25 (6.02%) Unix
3 4 (0.96%) Windows
4 3 (0.72%) Ubuntu
5 2 (0.48%) Windows 10
Processes & Methodologies
1 191 (46.02%) Mathematics
2 135 (32.53%) Analytics
3 126 (30.36%) Statistics
4 84 (20.24%) Agile Software Development
5 65 (15.66%) Business Intelligence
6 53 (12.77%) E-Commerce
7 41 (9.88%) Web Development
8 40 (9.64%) ETL
9 38 (9.16%) Responsive Web Design
9 38 (9.16%) Web Design
10 37 (8.92%) Data Modelling
10 37 (8.92%) Visualisation
11 36 (8.67%) Business Analysis
11 36 (8.67%) Business Development
11 36 (8.67%) Data Visualisation
12 35 (8.43%) Change Management
13 34 (8.19%) CRM
14 31 (7.47%) Data Analysis
14 31 (7.47%) Physics
14 31 (7.47%) Project Management
Programming Languages
1 153 (36.87%) SQL
2 62 (14.94%) R
3 57 (13.73%) Python
4 49 (11.81%) Java
4 49 (11.81%) JavaScript
5 42 (10.12%) C++
6 33 (7.95%) VBA
7 31 (7.47%) PL/SQL
8 22 (5.30%) T-SQL
9 21 (5.06%) MATLAB
10 19 (4.58%) C#
11 14 (3.37%) Scala
12 5 (1.20%) C
12 5 (1.20%) Groovy
13 4 (0.96%) VB.NET
14 3 (0.72%) Perl
15 2 (0.48%) Go
15 2 (0.48%) PHP
16 1 (0.24%) Bash Shell
16 1 (0.24%) Clojure
Qualifications
1 267 (64.34%) Degree
2 41 (9.88%) PhD
3 21 (5.06%) MBA
4 19 (4.58%) A+ Certification
5 9 (2.17%) Postgraduate
6 8 (1.93%) CIMA
7 6 (1.45%) PMI Certification
7 6 (1.45%) PMP
7 6 (1.45%) Security Cleared
8 5 (1.20%) ACCA
8 5 (1.20%) HND
9 3 (0.72%) CISA
9 3 (0.72%) CISM
9 3 (0.72%) DV Cleared
10 2 (0.48%) SC Cleared
11 1 (0.24%) SAS Certification
Quality Assurance & Compliance
1 39 (9.40%) Data Quality
2 11 (2.65%) QA
3 5 (1.20%) IFRS
3 5 (1.20%) IFRS 9
4 4 (0.96%) HL7
4 4 (0.96%) SLA
5 3 (0.72%) ISO/IEC 27001
5 3 (0.72%) PMO
6 1 (0.24%) EMIR
6 1 (0.24%) IAS 39
6 1 (0.24%) Sarbanes-Oxley
System Software
1 1 (0.24%) Active Directory
1 1 (0.24%) Virtual Machines
1 1 (0.24%) VirtualBox
Systems Management
1 1 (0.24%) Tivoli
Vendors
1 46 (11.08%) Oracle
2 39 (9.40%) Tableau
3 28 (6.75%) Microsoft
4 23 (5.54%) Talend
5 21 (5.06%) Google
6 20 (4.82%) HP
6 20 (4.82%) IBM
7 12 (2.89%) Informatica
8 9 (2.17%) MuleSoft
9 6 (1.45%) Salesforce.com
10 5 (1.20%) Cognos
10 5 (1.20%) PeopleSoft
11 4 (0.96%) Omniture
11 4 (0.96%) SAP
12 3 (0.72%) Adobe
12 3 (0.72%) RapidMiner
13 2 (0.48%) Birst
13 2 (0.48%) Cognizant
13 2 (0.48%) Hyperion
14 1 (0.24%) AppDynamics
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 2 hours ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 23 hours ago
South West London
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 2 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
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 53 minutes ago
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 17 hours ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + 10% bonus
Posted: 3 days ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 4 days ago
Birkenhead, Merseyside
Net Recruit.co.uk Ltd
Salary: Up to £24,000
Posted: 4 days ago
Knaresborough, North Yorkshire
Broker Network
Salary: Competitive Salary dependent on experience
Posted: 4 days ago
Durham, County Durham
Sanderson
Salary: £50000.00 per annum
Posted: 4 days ago
London
Capgemini UK
Posted: 4 days ago
City, London
Morgan Mckinley
Salary: £60000 - £70000 per annum
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
Manchester
Churchill Frank
Salary: £30000 - £450000 per annum + pension, bonus and more
Posted: 6 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
City, London
Miller Maxwell Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 8 days ago
Durham
Orgtel
Salary: £25000 - £35000 per annum
Posted: 25 days ago
London
Computer People
Salary: £20000.00 - £25000.00 per annum
Posted: 5 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £50,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 6 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 25 days ago
London
Computer Futures
Salary: competitive
Posted: 15 days ago
Leicester, Leicestershire
Lavendon Group
Posted: 17 days ago
London
People Source Consulting
Salary: £500 - £550 per day
Posted: 26 days ago
Portsmouth
People Source Consulting
Salary: £28000 - £30000 per annum
Posted: 27 days ago