The following table provides summary statistics for permanent job vacancies 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Economics
UK
Rank 667 686 745
Rank change year-on-year +19 +59  
Permanent jobs citing Economics 201 282 213
As % of all permanent IT jobs advertised in the UK 0.24% 0.27% 0.20%
As % of the Processes & Methodologies category 0.27% 0.31% 0.23%
Number of salaries quoted 158 226 159
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 £31,500 £25,000 £27,500
10% offered a salary of more than £67,500 £85,000 £84,500
UK excluding London median salary £39,750 £39,120 £37,500
% change year-on-year +1.61% +4.32%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75633 91466 92413
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.55% 87.00%
Number of salaries quoted 62140 75689 74754
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year - +1.01%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Economics
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Economics
Salary Trend

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

Salary trend for Economics in the UK

Economics
Salary Histogram

The salary distribution of IT jobs citing Economics over the 3 months to 25 March 2017.

Salary histogram for Economics in the UK

Economics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the UK over the 3 months to 25 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
England +30 199 £55,000 +10.00% 29
London +28 140 £55,000 +7.84% 21
South East +80 32 £36,250 -34.09% 1
North West -4 12 £62,500 +135.84% 2
Manchester -10 11 £62,500 +135.84% 1
City of London +17 7 £42,500 -15.00% 5
Kent +25 6 £35,000 +40.00%
Sussex - 6 - -
Sevenoaks - 6 £35,000 -
Berkshire +34 5 £62,500 +35.86%
Hampshire +25 5 £45,000 -28.00% 1
Yorkshire +21 4 £35,000 -20.00% 1
West Midlands +17 4 £41,000 +95.23%
East Sussex +10 4 £52,500 +5.00%
West Yorkshire +27 3 £35,000 -22.22%
Leeds +21 3 £35,000 -63.15%
Oxford - 3 £32,500 -
Bracknell - 3 £62,500 -
Oxfordshire - 3 £32,500 -
Durham - 3 £27,500 - 3
North East - 3 £27,500 - 3
Reading +34 2 - -
East of England +19 2 £46,250 +120.23%
Buckinghamshire +16 2 £24,000 -40.00%
Southampton +10 2 £45,000 -28.00%
East Midlands +8 2 £29,000 -17.14% 1
Nottinghamshire +7 2 £29,000 -17.14%
Birmingham 0 2 £42,500 +93.18%
Romsey - 2 £55,000 -
West End of London - 2 - - 1

Economics
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Economics.

1 277 (64.87%) Degree
2 214 (50.12%) Finance
3 201 (47.07%) Mathematics
4 187 (43.79%) Analytical Skills
5 153 (35.83%) SQL
6 138 (32.32%) Analytics
7 133 (31.15%) Statistics
8 101 (23.65%) Computer Science
9 84 (19.67%) Agile Software Development
10 67 (15.69%) Marketing
11 65 (15.22%) R
11 65 (15.22%) Business Intelligence
12 58 (13.58%) Python
13 55 (12.88%) E-Commerce
14 54 (12.65%) HTML
15 53 (12.41%) User Experience
16 51 (11.94%) JavaScript
17 49 (11.48%) SAS
18 48 (11.24%) Banking
19 47 (11.01%) Java
20 46 (10.77%) MS Excel
21 45 (10.54%) C++
22 44 (10.30%) Oracle
23 43 (10.07%) CSS
24 42 (9.84%) Linux
24 42 (9.84%) Web Development
25 41 (9.60%) PhD
25 41 (9.60%) .NET
25 41 (9.60%) SQL Server
26 40 (9.37%) Tableau

Economics
Top Related IT Skills 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 49 (11.48%) SAS
2 7 (1.64%) Apache Spark
3 6 (1.41%) Apache Pig
4 3 (0.70%) Jupyter
4 3 (0.70%) Oracle SOA Suite
5 2 (0.47%) Apache
6 1 (0.23%) Apache Solr
6 1 (0.23%) IIS
Applications
1 46 (10.77%) MS Excel
2 20 (4.68%) SPSS
3 17 (3.98%) MS Office
4 13 (3.04%) MS PowerPoint
5 5 (1.17%) EViews
6 4 (0.94%) Stata
7 1 (0.23%) Adobe Creative Suite
7 1 (0.23%) Adobe Illustrator
7 1 (0.23%) Gephi
7 1 (0.23%) InDesign
7 1 (0.23%) Maple
7 1 (0.23%) Photoshop
7 1 (0.23%) Simulink
7 1 (0.23%) Spreadsheet
7 1 (0.23%) SPSS Modeler
Business Applications
1 3 (0.70%) Salesforce.com CRM
2 2 (0.47%) Cognos Business Intelligence
2 2 (0.47%) SAP Oil and Gas
3 1 (0.23%) HFM
3 1 (0.23%) Hyperion Planning
3 1 (0.23%) NetSuite
3 1 (0.23%) Oracle AML
3 1 (0.23%) Oracle General Ledger
3 1 (0.23%) WebTrends
Cloud Services
1 20 (4.68%) Amazon AWS
2 13 (3.04%) Google Analytics
3 9 (2.11%) Microsoft Azure
4 5 (1.17%) Cloud Computing
4 5 (1.17%) SaaS
5 3 (0.70%) Amazon S3
5 3 (0.70%) IaaS
5 3 (0.70%) PaaS
6 2 (0.47%) Amazon EC2
6 2 (0.47%) Amazon EMR
6 2 (0.47%) Office 365
7 1 (0.23%) Adobe Analytics
Communications & Networking
1 22 (5.15%) Internet
2 4 (0.94%) Symposium
3 3 (0.70%) Broadband
4 2 (0.47%) TCP/IP
4 2 (0.47%) Unified Communications
5 1 (0.23%) DHCP
5 1 (0.23%) GoToMeeting
5 1 (0.23%) LAN
5 1 (0.23%) VPN
5 1 (0.23%) WAN
Database & Business Intelligence
1 41 (9.60%) SQL Server
2 38 (8.90%) Data Warehouse
3 34 (7.96%) QlikView
4 30 (7.03%) Relational Database
5 24 (5.62%) RDBMS
6 23 (5.39%) Hadoop
7 21 (4.92%) Electronic Patient Records
7 21 (4.92%) NoSQL
7 21 (4.92%) Power BI
8 20 (4.68%) SQL Server Integration Services
9 14 (3.28%) Looker
10 13 (3.04%) Big Data
10 13 (3.04%) BusinessObjects
10 13 (3.04%) PostgreSQL
11 12 (2.81%) SQL Server Reporting Services
12 11 (2.58%) Amazon Redshift
13 9 (2.11%) Data Mart
13 9 (2.11%) Data Mining
13 9 (2.11%) Enterprise Data Warehouse
13 9 (2.11%) OLAP
Development Applications
1 21 (4.92%) Talend Open Studio
2 6 (1.41%) Oracle Forms
3 3 (0.70%) Visual Studio
4 2 (0.47%) Rational Rhapsody
5 1 (0.23%) Git (software)
5 1 (0.23%) Jenkins
5 1 (0.23%) Vagrant
5 1 (0.23%) Yeoman
General
1 214 (50.12%) Finance
2 67 (15.69%) Marketing
3 48 (11.24%) Banking
4 31 (7.26%) Telecoms
5 26 (6.09%) Pharmaceutical
6 24 (5.62%) Retail
7 23 (5.39%) Spanish Language
8 21 (4.92%) Mandarin Language
9 16 (3.75%) Automotive
10 13 (3.04%) Electronics
11 10 (2.34%) Advertising
12 7 (1.64%) Front Office
12 7 (1.64%) Investment Banking
12 7 (1.64%) Legal
12 7 (1.64%) Manufacturing
13 5 (1.17%) Retail Banking
14 3 (0.70%) French Language
14 3 (0.70%) German Language
14 3 (0.70%) Law
15 2 (0.47%) Local Government
Job Titles
1 155 (36.30%) Analyst
2 89 (20.84%) Developer
3 44 (10.30%) Consultant
4 39 (9.13%) Data Analyst
5 30 (7.03%) C++ Developer
6 29 (6.79%) Graduate
7 26 (6.09%) JavaScript Developer
8 24 (5.62%) Business Analyst
9 21 (4.92%) Angular Developer
10 20 (4.68%) Data Scientist
11 19 (4.45%) Business Intelligence Analyst
11 19 (4.45%) Web Developer
12 14 (3.28%) Architect
12 14 (3.28%) UI Developer
13 13 (3.04%) Business Consultant
13 13 (3.04%) Data Engineer
13 13 (3.04%) HTML CSS Developer
13 13 (3.04%) HTML Developer
13 13 (3.04%) Senior Consultant
14 12 (2.81%) C++ Applications Developer
Libraries, Frameworks & Software Standards
1 54 (12.65%) HTML
2 43 (10.07%) CSS
3 41 (9.60%) .NET
4 34 (7.96%) AngularJS
5 31 (7.26%) React
6 19 (4.45%) Angular 2
6 19 (4.45%) Ember.js
7 12 (2.81%) STL
8 10 (2.34%) Natural Language Processing
9 6 (1.41%) Web Services
10 5 (1.17%) XML
11 4 (0.94%) Grails
11 4 (0.94%) HTML5
11 4 (0.94%) Middleware
11 4 (0.94%) scikit-learn
12 3 (0.70%) ASP.NET Web API
12 3 (0.70%) CSS3
12 3 (0.70%) Tapestry
12 3 (0.70%) Twitter Bootstrap
12 3 (0.70%) WCF
Miscellaneous
1 187 (43.79%) Analytical Skills
2 101 (23.65%) Computer Science
3 53 (12.41%) User Experience
4 34 (7.96%) Algorithms
5 33 (7.73%) Foreign Exchange (FX)
6 27 (6.32%) Data Structures
6 27 (6.32%) Derivative
6 27 (6.32%) Fintech
7 26 (6.09%) Equities
7 26 (6.09%) Fixed Income
8 24 (5.62%) Management Information System
9 23 (5.39%) Life Science
10 16 (3.75%) Credit Risk
11 8 (1.87%) Hedge funds
11 8 (1.87%) Social Media
12 7 (1.64%) Enterprise Software
13 5 (1.17%) Driving Licence
14 4 (0.94%) Biotechnology
14 4 (0.94%) Market Risk
15 2 (0.47%) Digital Media
Operating Systems
1 42 (9.84%) Linux
2 28 (6.56%) Unix
3 5 (1.17%) Windows
4 3 (0.70%) Ubuntu
5 2 (0.47%) Windows 10
6 1 (0.23%) CentOS
6 1 (0.23%) Mac OS X
Processes & Methodologies
1 201 (47.07%) Mathematics
2 138 (32.32%) Analytics
3 133 (31.15%) Statistics
4 84 (19.67%) Agile Software Development
5 65 (15.22%) Business Intelligence
6 55 (12.88%) E-Commerce
7 42 (9.84%) Web Development
8 38 (8.90%) ETL
8 38 (8.90%) Responsive Web Design
8 38 (8.90%) Visualisation
8 38 (8.90%) Web Design
9 37 (8.67%) Data Visualisation
10 36 (8.43%) Business Analysis
10 36 (8.43%) Change Management
10 36 (8.43%) Data Analysis
10 36 (8.43%) Data Modelling
11 35 (8.20%) Business Development
12 34 (7.96%) CRM
13 32 (7.49%) Physics
14 31 (7.26%) Project Management
Programming Languages
1 153 (35.83%) SQL
2 65 (15.22%) R
3 58 (13.58%) Python
4 51 (11.94%) JavaScript
5 47 (11.01%) Java
6 45 (10.54%) C++
7 34 (7.96%) VBA
8 29 (6.79%) PL/SQL
9 23 (5.39%) MATLAB
10 21 (4.92%) C#
10 21 (4.92%) T-SQL
11 14 (3.28%) Scala
12 6 (1.41%) VB.NET
13 5 (1.17%) C
13 5 (1.17%) Groovy
14 3 (0.70%) Perl
15 2 (0.47%) Go
15 2 (0.47%) PHP
16 1 (0.23%) Cypher
16 1 (0.23%) PowerShell
Qualifications
1 277 (64.87%) Degree
2 41 (9.60%) PhD
3 21 (4.92%) MBA
4 19 (4.45%) A+ Certification
5 9 (2.11%) Postgraduate
6 7 (1.64%) CIMA
6 7 (1.64%) Security Cleared
7 6 (1.41%) PMI Certification
7 6 (1.41%) PMP
8 5 (1.17%) ACCA
8 5 (1.17%) HND
9 3 (0.70%) DV Cleared
10 2 (0.47%) CISA
10 2 (0.47%) CISM
10 2 (0.47%) SC Cleared
11 1 (0.23%) SAS Certification
Quality Assurance & Compliance
1 39 (9.13%) Data Quality
2 11 (2.58%) QA
3 6 (1.41%) IFRS
3 6 (1.41%) IFRS 9
4 5 (1.17%) HL7
5 3 (0.70%) PMO
5 3 (0.70%) SLA
6 2 (0.47%) IAS 39
6 2 (0.47%) ISO/IEC 27001
7 1 (0.23%) DICOM
7 1 (0.23%) EMIR
7 1 (0.23%) Sarbanes-Oxley
System Software
1 2 (0.47%) Active Directory
2 1 (0.23%) Hyper-V
2 1 (0.23%) Microsoft App-V
2 1 (0.23%) Virtual Machines
2 1 (0.23%) VirtualBox
2 1 (0.23%) VMware Infrastructure
Systems Management
1 2 (0.47%) Tivoli
2 1 (0.23%) Failover Clustering
2 1 (0.23%) Systems Management Server (SMS)
Vendors
1 44 (10.30%) Oracle
2 40 (9.37%) Tableau
3 30 (7.03%) Microsoft
4 22 (5.15%) Google
5 21 (4.92%) Talend
6 20 (4.68%) HP
6 20 (4.68%) IBM
7 10 (2.34%) Informatica
8 8 (1.87%) MuleSoft
9 6 (1.41%) Salesforce.com
10 5 (1.17%) Cognos
10 5 (1.17%) Omniture
10 5 (1.17%) PeopleSoft
10 5 (1.17%) SAP
11 3 (0.70%) Adobe
11 3 (0.70%) RapidMiner
12 2 (0.47%) Birst
12 2 (0.47%) Cognizant
12 2 (0.47%) Teradata
13 1 (0.23%) AppDynamics
London
Churchill Frank
Salary: £45000 - £55000 per annum + 10% bonus
Posted: 11 hours ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: Yesterday
Birkenhead, Merseyside
Net Recruit.co.uk Ltd
Salary: Up to £24,000
Posted: Yesterday
Glasgow, Lanarkshire
Maclean Moore Consulting
Salary: From £50,000 to £65,000 per annum
Posted: Yesterday
Knaresborough, North Yorkshire
Broker Network
Salary: Competitive Salary dependent on experience
Posted: Yesterday
Durham, County Durham
Sanderson
Salary: £50000.00 per annum
Posted: Yesterday
London
Capgemini UK
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 4 days ago
Manchester
Churchill Frank
Salary: £30000 - £450000 per annum + pension, bonus and more
Posted: 3 days ago
London
Capgemini UK
Posted: 3 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 5 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 3 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £25000 - £50000 per annum
Posted: 5 days ago
London
Computer People
Salary: £20000.00 - £25000.00 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £50,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 4 days ago
Durham
Orgtel
Salary: £25000 - £35000 per annum
Posted: 22 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 22 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 5 days ago
London
Computer Futures
Salary: competitive
Posted: 12 days ago
Leicester, Leicestershire
Lavendon Group
Posted: 15 days ago
Pontypridd, Mid Glamorgan
GM Financial
Posted: 22 days ago
Other
Hewlett Packard Enterprise
Posted: 22 days ago
London
People Source Consulting
Salary: £500 - £550 per day
Posted: 23 days ago
Other
Hewlett Packard Enterprise
Posted: 22 days ago
Portsmouth
People Source Consulting
Salary: £28000 - £30000 per annum
Posted: 24 days ago