The table below looks at the prevalence of the term Economics in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Economics over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Economics
Rank 661 689 731
Rank change year-on-year
+28 +42
Permanent jobs citing Economics 221 289 266
As % of all permanent IT jobs located in the UK 0.25% 0.27% 0.23%
As % of the Miscellaneous category 0.61% 0.64% 0.58%
Number of salaries quoted 144 222 175
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £29,000 £26,000 £26,000
10% offered a salary of more than £105,000 £82,300 £70,000
UK excluding London median salary £35,000 £45,000 £40,000
% change year-on-year
-22.22% +12.50%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
36496 45292 45730
As % of all permanent IT jobs located in the UK 40.63% 42.55% 40.29%
Number of salaries quoted 29729 36082 36963
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £29,252 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Economics
Jobs Demand Trend

The demand trend of job ads citing Economics as a proportion of all IT jobs with a match in the Miscellaneous category.

Economics Jobs Demand Trend in the UK

Economics
Salary Trend

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

Economics Salary Trend in the UK

Economics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Economics over the 3 months to 8 December 2016 within the UK.

Economics Salary Histogram 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 8 December 2016. 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
(Click see detailed
statistics and trends)
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 +25 217 £52,500 - 29
London +12 127 £55,000 -6.38% 19
South East +45 33 £35,000 -39.13% 5
North West -2 26 £52,203 +65.72%
Berkshire +46 23 £32,500 -43.47% 1
Reading +40 21 £32,500 -43.47%
East of England +13 16 £49,000 +117.77%
Manchester -3 16 £185,000 +560.71%
Hertfordshire +8 9 £25,000 +11.11%
West Midlands -9 8 £30,000 +10.09% 1
City of London +13 7 £43,750 -30.00% 4
Merseyside - 6 £52,203 -
South West +4 5 £27,500 -52.17% 1
Liverpool - 5 - -
Kent - 5 £35,000 -
Bristol +27 4 - -
Cheshire +10 4 £34,000 -2.85%
Hampshire +6 4 £36,250 -35.55%
Ipswich - 4 £52,500 -
Suffolk - 4 £52,500 -
Birmingham -11 3 £29,000 +2.65%
South Wales - 3 £52,500 -
Wales - 3 £52,500 -
Hemel Hempstead +8 2 £25,000 -41.17%
Warwickshire +8 2 £30,000 +11.11%
Leamington Spa -7 2 £30,000 +11.11%
Eastleigh - 2 £32,500 -
Cwmbran - 2 - -
Watford - 2 £22,000 -
Bedfordshire - 2 £33,500 -

Economics
Top 30 Related IT Skills

For the 6 months to 8 December 2016, 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.

1 313 (66.88%) Degree
2 235 (50.21%) Finance
3 194 (41.45%) Mathematics
3 194 (41.45%) Analytical Skills
4 159 (33.97%) Analytics
5 140 (29.91%) Computer Science
6 131 (27.99%) SQL
7 123 (26.28%) Statistics
8 84 (17.95%) Marketing
9 74 (15.81%) Agile Software Development
10 59 (12.61%) Business Intelligence
10 59 (12.61%) Data Analysis
11 57 (12.18%) User Experience
12 55 (11.75%) SAS
12 55 (11.75%) C++
13 53 (11.32%) Python
14 52 (11.11%) Microsoft
15 51 (10.90%) Java
16 49 (10.47%) R
17 45 (9.62%) Business Analysis
17 45 (9.62%) JavaScript
17 45 (9.62%) HTML
17 45 (9.62%) MS Excel
17 45 (9.62%) CRM
18 43 (9.19%) Project Management
19 42 (8.97%) Foreign Exchange (FX)
19 42 (8.97%) Derivative
20 41 (8.76%) Data Modelling
20 41 (8.76%) Banking
20 41 (8.76%) Data Analytics

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 55 (11.75%) SAS
2 12 (2.56%) Apache Spark
3 7 (1.50%) SharePoint
4 5 (1.07%) Apache Pig
5 3 (0.64%) Jupyter
6 2 (0.43%) Apache
6 2 (0.43%) Confluence
6 2 (0.43%) Oracle SOA Suite
7 1 (0.21%) Oracle Coherence
7 1 (0.21%) WebSphere
Applications
1 45 (9.62%) MS Excel
2 25 (5.34%) MS Office
2 25 (5.34%) SPSS
3 13 (2.78%) Stata
4 9 (1.92%) MS PowerPoint
5 6 (1.28%) Spreadsheet
6 4 (0.85%) EViews
7 2 (0.43%) CPLEX
7 2 (0.43%) MS Project
8 1 (0.21%) Adobe Creative Suite
8 1 (0.21%) Adobe Illustrator
8 1 (0.21%) InDesign
8 1 (0.21%) Maple
8 1 (0.21%) MS Visio
8 1 (0.21%) Photoshop
8 1 (0.21%) Simulink
8 1 (0.21%) S-PLUS
Business Applications
1 3 (0.64%) Oracle AML
2 2 (0.43%) Salesforce.com CRM
3 1 (0.21%) Data Workbench
3 1 (0.21%) Dynamics AX
3 1 (0.21%) Dynamics NAV
3 1 (0.21%) FastStats
3 1 (0.21%) Oracle Financials
3 1 (0.21%) Oracle Retail
3 1 (0.21%) PeopleSoft Financials
3 1 (0.21%) SAP BPC
3 1 (0.21%) SAP Oil and Gas
3 1 (0.21%) SAP SEM
Cloud Services
1 22 (4.70%) Google Analytics
2 14 (2.99%) Amazon AWS
3 7 (1.50%) Adobe Analytics
4 5 (1.07%) Microsoft Azure
5 4 (0.85%) Cloud Computing
6 2 (0.43%) IaaS
6 2 (0.43%) Office 365
6 2 (0.43%) PaaS
7 1 (0.21%) SaaS
Communications & Networking
1 23 (4.91%) Internet
2 4 (0.85%) LAN
2 4 (0.85%) WAN
2 4 (0.85%) Wi-Fi
3 3 (0.64%) Broadband
4 2 (0.43%) Unified Communications
5 1 (0.21%) Intranet
5 1 (0.21%) MVNO
5 1 (0.21%) VoIP
Database & Business Intelligence
1 38 (8.12%) SQL Server
2 34 (7.26%) Data Warehouse
3 25 (5.34%) Big Data
3 25 (5.34%) Data Mining
4 23 (4.91%) Relational Database
5 19 (4.06%) SQL Server Integration Services
6 18 (3.85%) RDBMS
7 17 (3.63%) SQL Server Reporting Services
8 16 (3.42%) Hadoop
9 14 (2.99%) BusinessObjects
9 14 (2.99%) Enterprise Data Warehouse
10 13 (2.78%) NoSQL
10 13 (2.78%) PostgreSQL
11 12 (2.56%) Electronic Patient Records
12 9 (1.92%) Power BI
13 8 (1.71%) Amazon Redshift
13 8 (1.71%) Looker
13 8 (1.71%) Oracle Database
13 8 (1.71%) Pentaho
14 7 (1.50%) Oracle Database 10g
Development Applications
1 14 (2.99%) Talend Open Studio
2 5 (1.07%) Visual Studio
3 4 (0.85%) Maven
3 4 (0.85%) Oracle Forms
4 2 (0.43%) JIRA
General
1 235 (50.21%) Finance
2 84 (17.95%) Marketing
3 41 (8.76%) Banking
4 27 (5.77%) Retail
4 27 (5.77%) Telecoms
5 22 (4.70%) Automotive
5 22 (4.70%) Spanish Language
6 20 (4.27%) Mandarin Language
7 15 (3.21%) Investment Banking
8 14 (2.99%) Advertising
9 13 (2.78%) Pharmaceutical
10 11 (2.35%) French Language
11 10 (2.14%) Law
12 9 (1.92%) Legal
13 8 (1.71%) Aerospace
14 6 (1.28%) Electronics
15 4 (0.85%) Manufacturing
16 3 (0.64%) Front Office
16 3 (0.64%) Games
16 3 (0.64%) Retail Banking
Job Titles
1 161 (34.40%) Analyst
2 93 (19.87%) Developer
3 54 (11.54%) Data Analyst
4 44 (9.40%) Consultant
5 41 (8.76%) Business Analyst
6 30 (6.41%) C++ Developer
6 30 (6.41%) Graduate
7 27 (5.77%) HTML Developer
7 27 (5.77%) Web Developer
8 26 (5.56%) HTML CSS Developer
8 26 (5.56%) JavaScript Developer
9 21 (4.49%) Data Scientist
9 21 (4.49%) UI Developer
9 21 (4.49%) Web UI Developer
10 20 (4.27%) Software Developer
11 16 (3.42%) Project Manager
12 15 (3.21%) Applications Developer
12 15 (3.21%) C++ Applications Developer
13 14 (2.99%) Business Consultant
13 14 (2.99%) Marketing Officer
Libraries, Frameworks & Software Standards
1 45 (9.62%) HTML
2 30 (6.41%) .NET
2 30 (6.41%) CSS
3 15 (3.21%) STL
4 14 (2.99%) J2EE
5 12 (2.56%) Spring
6 9 (1.92%) AngularJS
6 9 (1.92%) Middleware
7 8 (1.71%) Struts
7 8 (1.71%) Struts2
8 6 (1.28%) Natural Language Processing
8 6 (1.28%) React
9 5 (1.07%) HTML5
10 4 (0.85%) J2SE
10 4 (0.85%) Web Services
10 4 (0.85%) XML
11 3 (0.64%) ADO.NET
11 3 (0.64%) ASP.NET
11 3 (0.64%) CSS3
11 3 (0.64%) MDX
Miscellaneous
1 194 (41.45%) Analytical Skills
1 194 (41.45%) Mathematics
2 140 (29.91%) Computer Science
3 123 (26.28%) Statistics
4 57 (12.18%) User Experience
5 42 (8.97%) Derivative
5 42 (8.97%) Foreign Exchange (FX)
6 36 (7.69%) Algorithms
7 35 (7.48%) Fixed Income
8 34 (7.26%) Equities
9 30 (6.41%) Data Structures
10 29 (6.20%) Visualisation
11 23 (4.91%) Fintech
12 21 (4.49%) Management Information System
13 18 (3.85%) Physics
14 17 (3.63%) Credit Risk
14 17 (3.63%) Neural Network
14 17 (3.63%) Social Media
15 13 (2.78%) Data Integration
15 13 (2.78%) Life Science
Operating Systems
1 36 (7.69%) Linux
2 31 (6.62%) Unix
3 5 (1.07%) Windows
4 2 (0.43%) Windows 10
5 1 (0.21%) Windows Server
Processes & Methodologies
1 159 (33.97%) Analytics
2 74 (15.81%) Agile Software Development
3 59 (12.61%) Business Intelligence
3 59 (12.61%) Data Analysis
4 45 (9.62%) Business Analysis
4 45 (9.62%) CRM
5 43 (9.19%) Project Management
6 41 (8.76%) Data Analytics
6 41 (8.76%) Data Modelling
7 37 (7.91%) E-Commerce
8 35 (7.48%) Web Development
9 31 (6.62%) Software Engineering
10 30 (6.41%) Business Development
10 30 (6.41%) Change Management
11 28 (5.98%) Operations Research
12 26 (5.56%) Responsive Web Design
12 26 (5.56%) Web Design
13 25 (5.34%) Machine Learning
14 24 (5.13%) Business Transformation
14 24 (5.13%) Enterprise Architecture
Programming Languages
1 131 (27.99%) SQL
2 55 (11.75%) C++
3 53 (11.32%) Python
4 51 (10.90%) Java
5 49 (10.47%) R
6 45 (9.62%) JavaScript
7 33 (7.05%) VBA
8 23 (4.91%) PL/SQL
9 20 (4.27%) C#
10 16 (3.42%) MATLAB
11 13 (2.78%) Scala
12 10 (2.14%) PHP
12 10 (2.14%) T-SQL
13 8 (1.71%) VB.NET
14 7 (1.50%) C
15 5 (1.07%) Perl
16 3 (0.64%) Ruby
17 2 (0.43%) Clojure
17 2 (0.43%) Go
17 2 (0.43%) VB
Qualifications
1 313 (66.88%) Degree
2 29 (6.20%) PhD
3 21 (4.49%) MBA
4 7 (1.50%) PMI Certification
4 7 (1.50%) Postgraduate
5 5 (1.07%) HND
5 5 (1.07%) PMP
5 5 (1.07%) Security Cleared
5 5 (1.07%) Six Sigma Black Belt
6 3 (0.64%) MCP
6 3 (0.64%) Microsoft Certification
7 2 (0.43%) ACCA
7 2 (0.43%) CIMA
7 2 (0.43%) ISEB
7 2 (0.43%) PRINCE2 Certification
7 2 (0.43%) SC Cleared
8 1 (0.21%) CCNA
8 1 (0.21%) Cisco Certification
8 1 (0.21%) DV Cleared
8 1 (0.21%) SAS Certification
Quality Assurance & Compliance
1 25 (5.34%) Data Quality
2 18 (3.85%) QA
3 4 (0.85%) HL7
3 4 (0.85%) SLA
4 2 (0.43%) IAS 39
5 1 (0.21%) Actionable Recommendations
5 1 (0.21%) CRD IV
5 1 (0.21%) GAAP
5 1 (0.21%) GxP
5 1 (0.21%) PMBOK
5 1 (0.21%) Sarbanes-Oxley
System Software
1 1 (0.21%) Active Directory
Systems Management
1 2 (0.43%) Tivoli
Vendors
1 52 (11.11%) Microsoft
2 40 (8.55%) Oracle
3 30 (6.41%) Google
4 19 (4.06%) HP
4 19 (4.06%) IBM
5 17 (3.63%) Tableau
6 16 (3.42%) SAP
7 14 (2.99%) Talend
8 11 (2.35%) Omniture
9 8 (1.71%) Adobe
9 8 (1.71%) Informatica
10 7 (1.50%) Salesforce.com
11 6 (1.28%) MuleSoft
12 4 (0.85%) Monetate
13 2 (0.43%) RapidMiner
13 2 (0.43%) Teradata
14 1 (0.21%) Atlassian
14 1 (0.21%) ION Trading
14 1 (0.21%) Minitab
14 1 (0.21%) NetSuite
Edinburgh
Sainsbury's Bank
Salary: Excellent Salary +Benefits
Posted: 10 hours ago
London
McGregor Boyall
Salary: £57000 - £67000 per annum
Posted: Yesterday
Chippenham, Wiltshire
Sopra Steria Recruitment
Salary: From £20,000 to £25,000 per annum
Posted: 2 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 8 hours ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: 13 hours ago
North London
The Bridge Ltd
Salary: From £40,000 to £48,000 per annum Pension, Healthcare, Season Ticket L
Posted: 8 hours ago
London
Churchill Frank
Salary: £40000 - £60000 per annum + BONUS + BENEFITS
Posted: Yesterday
Leeds
Churchill Frank
Salary: £25000 - £35000 per annum + package
Posted: Yesterday
London
Creative Personnel
Salary: Competitive
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 8 hours ago
Ross-On-Wye
Recruitment Genius Ltd
Posted: 2 days ago
London
Networking People
Salary: Neg - bonus + excellent benefits
Posted: Yesterday
West Yorkshire
Applicant Services
Salary: Salary up to £35,000 dependent on experience + 3% flexible benefits + on target bonus of 5% + contributory pension
Posted: 2 days ago
Brighton, East Sussex
Search Consultancy
Salary: £45000 - £55000 per annum + Pension + Bonus
Posted: Yesterday
Marlow, Buckinghamshire
Dun & Bradstreet Global Careers
Posted: 3 days ago
Aberdeen
Hays Specialist Recruitment Ltd
Posted: 14 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 8 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £50,000 - 70,000 + excellent benefits
Posted: 3 days ago
West Yorkshire
Applicant Services
Salary: Salary up to £30,000 dependent on experience + 3% flexible benefits + on target bonus of 5% + contributory pension
Posted: 16 days ago
London
London Business School
Salary: £40000 - £42000 per annum
Posted: 13 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 6 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 15 days ago
High Wycombe
Computer Futures
Salary: £65000 - £85000 per annum + competitive
Posted: 20 days ago
Bracknell
IQ Telecom
Salary: £26000.0000 - £28000.0000 per annum + Benefits
Posted: 14 days ago
City of London
Bankside Recruitment
Salary: £40,000 - £50,000 per year
Posted: 22 days ago
UK
PwC
Salary: Unspecified Competitive + Benefits
Posted: 17 days ago