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 June 2017 with a comparison to the same period in the previous 2 years.

Economics
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 658 684 730
Rank change year-on-year +26 +46  
Permanent jobs citing Economics 214 244 243
As % of all permanent IT jobs advertised in the UK 0.24% 0.25% 0.22%
As % of the Processes & Methodologies category 0.27% 0.28% 0.25%
Number of salaries quoted 149 203 180
Median salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.78% -5.00%  
90% offered a salary of more than £29,353 £26,500 £29,900
10% offered a salary of more than £80,000 £74,750 £87,500
UK excluding London median salary £45,000 £35,000 £40,000
% change year-on-year +28.57% -12.50%  

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 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 June 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 June 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 +13 198 £55,000 +10.00% 31
London -27 116 £60,000 +9.09% 19
South East +52 27 £36,250 -14.70% 1
East of England +21 25 £80,000 +68.42% 3
Cambridgeshire +15 21 £80,000 - 2
Cambridge +5 21 £80,000 - 2
Berkshire +39 20 £57,500 +76.92% 1
Maidenhead +27 18 - -
City of London +12 16 £45,000 -18.18% 4
Cardiff - 14 £35,000 -
South Wales - 14 £35,000 -
Wales - 14 £35,000 -
North West -35 10 £40,000 +50.94% 1
South West +9 9 £26,500 -49.28%
Gloucestershire +9 8 £26,500 -1.85%
Cirencester - 8 £26,500 -
Warrington - 6 - -
Cheshire - 6 - -
Yorkshire +14 5 £45,000 +73.07% 3
Suffolk +8 4 £52,500 -
Manchester -24 4 £40,000 +50.94% 1
North Yorkshire - 4 £45,000 -
Knaresborough - 4 £45,000 -
East Midlands +27 3 £33,750 -38.63% 1
Hampshire +17 3 £40,000 +39.13%
Ipswich +8 3 £52,500 -
West Midlands +5 3 £35,000 +32.07% 2
Kent - 3 £35,000 -
Sevenoaks - 3 £35,000 -
Romsey - 2 £46,250 -

For the 6 months to 25 June 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.

1 256 (61.69%) Degree
2 189 (45.54%) Finance
3 188 (45.30%) Mathematics
4 159 (38.31%) SQL
5 150 (36.14%) Analytical Skills
6 126 (30.36%) Statistics
7 124 (29.88%) Analytics
8 100 (24.10%) Agile Software Development
9 87 (20.96%) Computer Science
10 80 (19.28%) Marketing
11 71 (17.11%) Microsoft Excel
12 68 (16.39%) Business Intelligence
13 67 (16.14%) User Experience
14 66 (15.90%) E-Commerce
15 65 (15.66%) JavaScript
16 64 (15.42%) HTML
17 63 (15.18%) Python
17 63 (15.18%) R
18 59 (14.22%) CSS
19 57 (13.73%) Web Development
20 56 (13.49%) Responsive Web Design
20 56 (13.49%) Web Design
21 55 (13.25%) Mentoring
22 50 (12.05%) AngularJS
22 50 (12.05%) Visualisation
23 49 (11.81%) React
24 48 (11.57%) Data Modelling
25 47 (11.33%) Data Warehouse
26 45 (10.84%) Banking
26 45 (10.84%) Physics

Economics
Co-occurring 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 41 (9.88%) SAS
2 5 (1.20%) Apache Pig
2 5 (1.20%) Apache Spark
3 1 (0.24%) Confluence
3 1 (0.24%) IIS
3 1 (0.24%) OpenStack
Applications
1 71 (17.11%) Microsoft Excel
2 15 (3.61%) Microsoft Office
3 14 (3.37%) Microsoft PowerPoint
3 14 (3.37%) SPSS
4 4 (0.96%) EViews
5 3 (0.72%) Spreadsheet
6 1 (0.24%) Gephi
6 1 (0.24%) Stata
Business Applications
1 5 (1.20%) Cognos Business Intelligence
2 3 (0.72%) HFM
2 3 (0.72%) Hyperion Planning
3 2 (0.48%) SAP Oil and Gas
4 1 (0.24%) Actimize
4 1 (0.24%) Oracle AML
4 1 (0.24%) Oracle General Ledger
4 1 (0.24%) Salesforce.com CRM
4 1 (0.24%) WebTrends
Cloud Services
1 20 (4.82%) Adobe Analytics
2 16 (3.86%) Google Analytics
3 10 (2.41%) Amazon AWS
4 5 (1.20%) SaaS
5 3 (0.72%) Microsoft Azure
6 2 (0.48%) Amazon S3
7 1 (0.24%) AdWords
7 1 (0.24%) Amazon EC2
7 1 (0.24%) Amazon EMR
7 1 (0.24%) IaaS
7 1 (0.24%) Kissmetrics
7 1 (0.24%) PaaS
7 1 (0.24%) Slack
7 1 (0.24%) Trello
Communications & Networking
1 6 (1.45%) TCP/IP
2 4 (0.96%) LAN
2 4 (0.96%) VPN
2 4 (0.96%) WAN
3 2 (0.48%) Symposium
4 1 (0.24%) DHCP
4 1 (0.24%) GoToMeeting
4 1 (0.24%) Internet
Database & Business Intelligence
1 47 (11.33%) Data Warehouse
2 37 (8.92%) Relational Database
3 36 (8.67%) SQL Server
4 28 (6.75%) Power BI
5 27 (6.51%) QlikView
6 18 (4.34%) RDBMS
7 17 (4.10%) Electronic Patient Records
8 15 (3.61%) SQL Server Reporting Services
9 14 (3.37%) Data Mining
9 14 (3.37%) Hadoop
9 14 (3.37%) SQL Server Integration Services
10 11 (2.65%) Big Data
10 11 (2.65%) Looker
11 10 (2.41%) NoSQL
12 9 (2.17%) Apache Hive
12 9 (2.17%) Data Mart
12 9 (2.17%) Enterprise Data Warehouse
12 9 (2.17%) OLAP
13 8 (1.93%) Spotfire
14 7 (1.69%) Amazon Redshift
Development Applications
1 17 (4.10%) Talend Open Studio
2 9 (2.17%) Rational Rhapsody
3 2 (0.48%) Git (software)
3 2 (0.48%) Oracle Forms
3 2 (0.48%) Visual Studio
4 1 (0.24%) Fiddler
4 1 (0.24%) Jenkins
4 1 (0.24%) JIRA
4 1 (0.24%) Subversion
4 1 (0.24%) Vagrant
4 1 (0.24%) Yeoman
General
1 189 (45.54%) Finance
2 80 (19.28%) Marketing
3 45 (10.84%) Banking
4 23 (5.54%) Retail
5 20 (4.82%) Pharmaceutical
6 17 (4.10%) Telecoms
7 15 (3.61%) Automotive
8 13 (3.13%) Advertising
8 13 (3.13%) Games
9 9 (2.17%) Manufacturing
10 8 (1.93%) Electronics
10 8 (1.93%) Military
10 8 (1.93%) Retail Banking
11 5 (1.20%) Investment Banking
11 5 (1.20%) Legal
11 5 (1.20%) Publishing
12 4 (0.96%) Law
13 3 (0.72%) Front Office
14 1 (0.24%) General Ledger
14 1 (0.24%) Local Government
Job Titles
1 148 (35.66%) Analyst
2 78 (18.80%) Developer
3 45 (10.84%) JavaScript Developer
4 41 (9.88%) Data Analyst
5 37 (8.92%) Consultant
6 32 (7.71%) Angular Developer
7 28 (6.75%) Graduate
8 26 (6.27%) Business Intelligence Analyst
9 24 (5.78%) Web Developer
10 23 (5.54%) Business Analyst
11 20 (4.82%) Senior Manager
12 18 (4.34%) IT Graduate
13 16 (3.86%) Data Scientist
14 15 (3.61%) Project Manager
14 15 (3.61%) SQL Analyst
15 14 (3.37%) Auditor
15 14 (3.37%) IT Auditor
16 13 (3.13%) HTML CSS Developer
16 13 (3.13%) HTML Developer
16 13 (3.13%) UI Developer
Libraries, Frameworks & Software Standards
1 64 (15.42%) HTML
2 59 (14.22%) CSS
3 50 (12.05%) AngularJS
4 49 (11.81%) React
5 37 (8.92%) Angular 2
5 37 (8.92%) Ember.js
6 27 (6.51%) .NET
7 9 (2.17%) Natural Language Processing
8 6 (1.45%) TensorFlow
8 6 (1.45%) XML
9 4 (0.96%) Grails
9 4 (0.96%) Regular Expression
10 3 (0.72%) scikit-learn
10 3 (0.72%) STL
10 3 (0.72%) Tapestry
11 2 (0.48%) .NET Framework
11 2 (0.48%) D3.js
11 2 (0.48%) JSON
11 2 (0.48%) SciPy
12 1 (0.24%) NumPy
Miscellaneous
1 150 (36.14%) Analytical Skills
2 87 (20.96%) Computer Science
3 67 (16.14%) User Experience
4 26 (6.27%) Algorithms
5 24 (5.78%) Fintech
6 22 (5.30%) Management Information System
7 19 (4.58%) Life Science
8 9 (2.17%) Foreign Exchange (FX)
9 8 (1.93%) Credit Risk
9 8 (1.93%) Enterprise Software
9 8 (1.93%) Equities
10 7 (1.69%) Derivative
10 7 (1.69%) Fixed Income
11 6 (1.45%) Data Structures
12 5 (1.20%) Digital Media
12 5 (1.20%) Mobile Games
12 5 (1.20%) Social Media
13 4 (0.96%) Hedge funds
14 2 (0.48%) Hybrid Cloud
14 2 (0.48%) Mobile Payment
Operating Systems
1 26 (6.27%) Linux
2 10 (2.41%) Unix
3 7 (1.69%) Windows
4 4 (0.96%) Android
4 4 (0.96%) Apple iOS
5 3 (0.72%) Ubuntu
6 1 (0.24%) CentOS
6 1 (0.24%) Mac OS X
Processes & Methodologies
1 188 (45.30%) Mathematics
2 126 (30.36%) Statistics
3 124 (29.88%) Analytics
4 100 (24.10%) Agile Software Development
5 68 (16.39%) Business Intelligence
6 66 (15.90%) E-Commerce
7 57 (13.73%) Web Development
8 56 (13.49%) Responsive Web Design
8 56 (13.49%) Web Design
9 55 (13.25%) Mentoring
10 50 (12.05%) Visualisation
11 48 (11.57%) Data Modelling
12 45 (10.84%) Physics
13 43 (10.36%) Data Visualisation
14 41 (9.88%) Machine Learning
15 40 (9.64%) Data Analysis
16 36 (8.67%) Project Management
16 36 (8.67%) Stakeholder Management
17 34 (8.19%) ETL
18 28 (6.75%) Risk Management
Programming Languages
1 159 (38.31%) SQL
2 65 (15.66%) JavaScript
3 63 (15.18%) Python
3 63 (15.18%) R
4 34 (8.19%) MATLAB
5 31 (7.47%) Java
6 26 (6.27%) PL/SQL
7 21 (5.06%) Julia
7 21 (5.06%) T-SQL
8 17 (4.10%) VBA
9 12 (2.89%) C++
10 7 (1.69%) C
11 4 (0.96%) C#
11 4 (0.96%) Groovy
12 3 (0.72%) Scala
13 1 (0.24%) Bash Shell
13 1 (0.24%) Clojure
13 1 (0.24%) Cypher
13 1 (0.24%) PowerShell
13 1 (0.24%) VB
Qualifications
1 256 (61.69%) Degree
2 40 (9.64%) PhD
3 37 (8.92%) A+ Certification
4 29 (6.99%) Numerate Degree
5 11 (2.65%) Master's Degree
6 10 (2.41%) CIMA
6 10 (2.41%) Computer Science Degree
7 8 (1.93%) CISA
7 8 (1.93%) CISM
8 6 (1.45%) ACCA
9 4 (0.96%) DV Cleared
9 4 (0.96%) Postgraduate
9 4 (0.96%) Security Cleared
10 3 (0.72%) MBA
11 1 (0.24%) AWS Certification
11 1 (0.24%) ITIL Certification
11 1 (0.24%) MCSE
11 1 (0.24%) Microsoft Certification
11 1 (0.24%) PMP
11 1 (0.24%) SAS Certification
Quality Assurance & Compliance
1 43 (10.36%) Data Quality
2 22 (5.30%) ISO/IEC 27001
3 14 (3.37%) ISO 9001
3 14 (3.37%) QA
4 9 (2.17%) SLA
5 5 (1.20%) IFRS
5 5 (1.20%) IFRS 9
6 4 (0.96%) Actionable Recommendations
7 3 (0.72%) PMO
7 3 (0.72%) Sarbanes-Oxley
7 3 (0.72%) TickIT
8 1 (0.24%) DICOM
8 1 (0.24%) EMIR
8 1 (0.24%) FINRA
8 1 (0.24%) HL7
System Software
1 6 (1.45%) Active Directory
2 2 (0.48%) Hyper-V
2 2 (0.48%) VMware Infrastructure
3 1 (0.24%) Docker
3 1 (0.24%) Microsoft App-V
3 1 (0.24%) Virtual Machines
3 1 (0.24%) VirtualBox
Systems Management
1 1 (0.24%) Ansible
1 1 (0.24%) Failover Clustering
1 1 (0.24%) Opscode Chef
1 1 (0.24%) Piwik
1 1 (0.24%) Puppet
1 1 (0.24%) Systems Management Server (SMS)
1 1 (0.24%) Tivoli
Vendors
1 41 (9.88%) Tableau
2 38 (9.16%) Oracle
3 33 (7.95%) Microsoft
4 30 (7.23%) Google
5 18 (4.34%) Adobe
6 17 (4.10%) Talend
7 12 (2.89%) Informatica
8 11 (2.65%) Facebook
9 8 (1.93%) Cognos
10 7 (1.69%) MuleSoft
10 7 (1.69%) Tealium
11 5 (1.20%) Birst
11 5 (1.20%) Citrix
11 5 (1.20%) PeopleSoft
11 5 (1.20%) SAP
12 4 (0.96%) Salesforce.com
13 3 (0.72%) Hyperion
13 3 (0.72%) VMware
14 2 (0.48%) Omniture
14 2 (0.48%) TOWER Software
London
Harrington Starr
Salary: £20 - £40 per annum
Posted: 22 hours ago
Nottinghamshire
Experian
Salary: Pension, Bonus
Posted: 2 days ago
City, London
Mills Goodwin Talent Network
Salary: £30-35k + c10% bonus, 15% Pension, healthcare, 27 days hols etc
Posted: 3 days ago
London
ISL
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 2 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 4 days ago
Leeds
Jet2.com
Salary: Excellent
Posted: 3 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 3 days ago
Central London / West End
The Workshop
Posted: 5 days ago
St. Albans, Hertfordshire
IHS
Salary: Competitive
Posted: 2 days ago
London
CodeSource Recruitment Limited
Salary: From £50,000 to £65,000 per annum £50,000 to £65,000 per annum + Bonus
Posted: 5 days ago
Darlington, County Durham
Harvey Nash plc
Salary: £20000 - £25000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 6 days ago
London
C4 Commerce
Salary: From £40,000 to £50,000 per annum
Posted: 5 days ago
Central London / West End
Spencer Rose
Salary: From £75,000 to £80,000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £34,000 - £95,000 base salary + Competitive Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 6 days ago
London
Montash Limited
Salary: £45000 - £55000 per annum + Benefits
Posted: 11 days ago
Leeds, West Yorkshire
Woodrow Mercer Recruitment
Salary: £50000 - £60000 per annum + benefits
Posted: 3 days ago
Manchester
ECOM
Salary: £28000 - £35000 per annum + Bonus
Posted: 17 days ago
Slough England
Creation Recruitment
Salary: £60,000 - £65,000 per year
Posted: 17 days ago
London
Advantage XPO
Posted: 5 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 19 days ago
Birmingham, West Midlands (County)
Jewellery Quarter Bullion
Salary: From £25,000 to £35,000 per annum + bonus (up to 30%)
Posted: 9 days ago
London
Ampersand Consulting
Salary: £70000 per annum + £7000 Car Allowance, Bonus, Benefits
Posted: 26 days ago
Birmingham, West Midlands (County)
Jewellery Quarter Bullion
Salary: From £25,000 to £35,000 per annum + bonus (up to 30%)
Posted: 10 days ago
London
People Source Consulting
Salary: £60000 - £80000 per annum
Posted: 25 days ago