The table below looks at the prevalence of the term Economics in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Economics over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Economics
England / London
Rank 425 474 531
Rank change year-on-year
+49 +57
Permanent jobs citing Economics 153 162 116
As % of all permanent IT jobs located in London 0.46% 0.39% 0.28%
As % of the Miscellaneous category 0.99% 0.83% 0.60%
Number of salaries quoted 122 136 80
Median salary £58,750 £50,500 £60,000
Median salary % change year-on-year
+16.33% -15.83%
90% offered a salary of more than £35,000 £30,000 £32,400
10% offered a salary of more than £84,550 £87,500 £89,750
UK excluding London median salary £40,000 £55,000 £40,000
% change year-on-year
-27.27% +37.50%

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

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
15494 19569 19174
As % of all permanent IT jobs located in London 46.50% 47.56% 46.06%
Number of salaries quoted 12881 16316 15729
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £35,000 £33,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Economics
Jobs Demand Trend in London

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

Economics Jobs Demand Trend in London

Economics
Salary Trend in London

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

Economics Salary Trend in London

Economics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Economics across the London region over the 3 months to 19 February 2017.

Economics Salary Histogram in London

Economics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the London region over the 3 months to 19 February 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
City of London +13 10 £75,000 +36.36% 6
Kingston Upon Thames - 2 £37,500 -
Economics
England

Economics
Top 30 Related IT Skills in London

For the 6 months to 19 February 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 London region with a requirement for Economics.

1 168 (61.54%) Degree
2 131 (47.99%) Mathematics
3 123 (45.05%) Analytical Skills
4 120 (43.96%) Finance
5 102 (37.36%) SQL
6 80 (29.30%) Statistics
6 80 (29.30%) Analytics
7 78 (28.57%) Computer Science
8 64 (23.44%) Agile Software Development
9 50 (18.32%) E-Commerce
10 47 (17.22%) R
11 45 (16.48%) Business Intelligence
11 45 (16.48%) HTML
12 43 (15.75%) C++
12 43 (15.75%) Python
13 41 (15.02%) Java
14 39 (14.29%) Linux
14 39 (14.29%) User Experience
15 38 (13.92%) JavaScript
15 38 (13.92%) Banking
16 36 (13.19%) Foreign Exchange (FX)
17 35 (12.82%) Oracle
17 35 (12.82%) ETL
18 34 (12.45%) CSS
19 33 (12.09%) .NET
19 33 (12.09%) Data Modelling
19 33 (12.09%) Data Analysis
19 33 (12.09%) Algorithms
20 32 (11.72%) Tableau
20 32 (11.72%) Web Development

Economics
Top Related IT Skills in London 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 28 (10.26%) SAS
2 10 (3.66%) Apache Spark
3 5 (1.83%) Apache Pig
4 3 (1.10%) Jupyter
4 3 (1.10%) Oracle SOA Suite
5 2 (0.73%) Apache
6 1 (0.37%) Apache Solr
Applications
1 24 (8.79%) MS Excel
2 16 (5.86%) SPSS
3 11 (4.03%) MS Office
4 5 (1.83%) EViews
4 5 (1.83%) MS PowerPoint
5 2 (0.73%) Stata
6 1 (0.37%) Adobe Creative Suite
6 1 (0.37%) Adobe Illustrator
6 1 (0.37%) InDesign
6 1 (0.37%) Maple
6 1 (0.37%) Photoshop
6 1 (0.37%) Simulink
6 1 (0.37%) Spreadsheet
Business Applications
1 1 (0.37%) NetSuite
1 1 (0.37%) Oracle AML
1 1 (0.37%) Oracle General Ledger
Cloud Services
1 20 (7.33%) Google Analytics
2 16 (5.86%) Amazon AWS
3 7 (2.56%) Microsoft Azure
4 5 (1.83%) Cloud Computing
5 3 (1.10%) IaaS
5 3 (1.10%) PaaS
6 2 (0.73%) Adobe Analytics
7 1 (0.37%) Amazon EC2
7 1 (0.37%) Amazon EMR
7 1 (0.37%) Amazon S3
7 1 (0.37%) Office 365
7 1 (0.37%) SaaS
Communications & Networking
1 3 (1.10%) Broadband
2 2 (0.73%) Internet
3 1 (0.37%) Unified Communications
Database & Business Intelligence
1 31 (11.36%) SQL Server
2 24 (8.79%) Relational Database
3 23 (8.42%) Data Warehouse
3 23 (8.42%) QlikView
3 23 (8.42%) RDBMS
4 22 (8.06%) Hadoop
5 21 (7.69%) Electronic Patient Records
6 20 (7.33%) SQL Server Integration Services
7 17 (6.23%) NoSQL
8 15 (5.49%) Big Data
8 15 (5.49%) Power BI
9 12 (4.40%) Looker
9 12 (4.40%) PostgreSQL
10 10 (3.66%) Amazon Redshift
11 9 (3.30%) BusinessObjects
11 9 (3.30%) Data Mining
12 7 (2.56%) Data Mart
12 7 (2.56%) Enterprise Data Warehouse
12 7 (2.56%) OLAP
12 7 (2.56%) Pentaho
Development Applications
1 20 (7.33%) Talend Open Studio
2 6 (2.20%) Oracle Forms
3 3 (1.10%) Visual Studio
4 1 (0.37%) Rational Rhapsody
General
1 120 (43.96%) Finance
2 38 (13.92%) Banking
3 29 (10.62%) Marketing
4 22 (8.06%) Pharmaceutical
5 19 (6.96%) Retail
6 13 (4.76%) Advertising
7 5 (1.83%) Front Office
7 5 (1.83%) Retail Banking
8 4 (1.47%) Investment Banking
8 4 (1.47%) Telecoms
9 3 (1.10%) French Language
9 3 (1.10%) Spanish Language
10 2 (0.73%) Automotive
10 2 (0.73%) Electronics
10 2 (0.73%) Games
10 2 (0.73%) German Language
11 1 (0.37%) Financial Institution
11 1 (0.37%) General Ledger
11 1 (0.37%) Law
11 1 (0.37%) Legal
Job Titles
1 91 (33.33%) Analyst
2 80 (29.30%) Developer
3 32 (11.72%) C++ Developer
4 31 (11.36%) Data Analyst
5 23 (8.42%) JavaScript Developer
6 21 (7.69%) Web Developer
7 18 (6.59%) Consultant
7 18 (6.59%) Graduate
8 17 (6.23%) Data Scientist
9 16 (5.86%) Angular Developer
9 16 (5.86%) HTML Developer
10 15 (5.49%) HTML CSS Developer
11 14 (5.13%) Applications Developer
11 14 (5.13%) C++ Applications Developer
12 13 (4.76%) Business Analyst
13 12 (4.40%) Data Engineer
14 11 (4.03%) C++ Software Developer
14 11 (4.03%) Quantitative Developer
14 11 (4.03%) Software Developer
15 10 (3.66%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 45 (16.48%) HTML
2 34 (12.45%) CSS
3 33 (12.09%) .NET
4 27 (9.89%) AngularJS
5 23 (8.42%) React
6 14 (5.13%) Angular 2
6 14 (5.13%) Ember.js
6 14 (5.13%) STL
7 7 (2.56%) Natural Language Processing
8 6 (2.20%) HTML5
9 5 (1.83%) Middleware
9 5 (1.83%) Web Services
10 4 (1.47%) CSS3
10 4 (1.47%) Twitter Bootstrap
11 3 (1.10%) ASP.NET Web API
11 3 (1.10%) scikit-learn
11 3 (1.10%) Tapestry
11 3 (1.10%) WCF
11 3 (1.10%) WPF
12 2 (0.73%) Node.js
Miscellaneous
1 131 (47.99%) Mathematics
2 123 (45.05%) Analytical Skills
3 80 (29.30%) Statistics
4 78 (28.57%) Computer Science
5 39 (14.29%) User Experience
6 36 (13.19%) Foreign Exchange (FX)
7 33 (12.09%) Algorithms
8 28 (10.26%) Derivative
9 27 (9.89%) Data Structures
9 27 (9.89%) Equities
9 27 (9.89%) Fixed Income
10 25 (9.16%) Visualisation
11 23 (8.42%) Physics
12 22 (8.06%) Life Science
13 17 (6.23%) Fintech
14 16 (5.86%) Data Integration
15 15 (5.49%) Management Information System
16 14 (5.13%) Credit Risk
16 14 (5.13%) Data Extraction
17 12 (4.40%) Social Media
Operating Systems
1 39 (14.29%) Linux
2 27 (9.89%) Unix
3 3 (1.10%) Windows
4 1 (0.37%) Windows 10
4 1 (0.37%) Windows Server
Processes & Methodologies
1 80 (29.30%) Analytics
2 64 (23.44%) Agile Software Development
3 50 (18.32%) E-Commerce
4 45 (16.48%) Business Intelligence
5 35 (12.82%) ETL
6 33 (12.09%) Data Analysis
6 33 (12.09%) Data Modelling
7 32 (11.72%) Web Development
8 29 (10.62%) Responsive Web Design
8 29 (10.62%) Web Design
9 23 (8.42%) Data Visualisation
9 23 (8.42%) SDLC
10 20 (7.33%) Data Analytics
10 20 (7.33%) Software Engineering
11 19 (6.96%) Mentoring
12 18 (6.59%) Project Management
13 17 (6.23%) Change Management
14 16 (5.86%) Machine Learning
15 15 (5.49%) Operations Research
16 14 (5.13%) Statistical Modelling
Programming Languages
1 102 (37.36%) SQL
2 47 (17.22%) R
3 43 (15.75%) C++
3 43 (15.75%) Python
4 41 (15.02%) Java
5 38 (13.92%) JavaScript
6 26 (9.52%) PL/SQL
7 19 (6.96%) C#
8 15 (5.49%) T-SQL
9 14 (5.13%) MATLAB
9 14 (5.13%) Scala
10 13 (4.76%) VBA
11 4 (1.47%) C
11 4 (1.47%) Perl
12 3 (1.10%) PHP
12 3 (1.10%) VB.NET
13 2 (0.73%) Go
14 1 (0.37%) Groovy
14 1 (0.37%) Objective-C
14 1 (0.37%) Ruby
Qualifications
1 168 (61.54%) Degree
2 32 (11.72%) PhD
3 14 (5.13%) A+ Certification
4 4 (1.47%) CIMA
4 4 (1.47%) Postgraduate
5 3 (1.10%) ACCA
6 1 (0.37%) CCNA
6 1 (0.37%) Cisco Certification
6 1 (0.37%) SC Cleared
6 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 30 (10.99%) Data Quality
2 8 (2.93%) QA
3 6 (2.20%) IFRS
3 6 (2.20%) IFRS 9
4 4 (1.47%) HL7
5 3 (1.10%) SLA
6 2 (0.73%) IAS 39
7 1 (0.37%) EMIR
7 1 (0.37%) Sarbanes-Oxley
System Software
1 1 (0.37%) Active Directory
Systems Management
1 2 (0.73%) Tivoli
Vendors
1 35 (12.82%) Oracle
2 32 (11.72%) Tableau
3 21 (7.69%) Google
4 20 (7.33%) Talend
5 17 (6.23%) Microsoft
6 8 (2.93%) Informatica
6 8 (2.93%) MuleSoft
7 6 (2.20%) Omniture
8 4 (1.47%) Adobe
8 4 (1.47%) SAP
9 3 (1.10%) RapidMiner
9 3 (1.10%) Salesforce.com
10 2 (0.73%) Cognizant
10 2 (0.73%) Monetate
10 2 (0.73%) Teradata
11 1 (0.37%) Apple
11 1 (0.37%) Cisco
11 1 (0.37%) ION Trading
11 1 (0.37%) Reuters
11 1 (0.37%) Splunk
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 2 days ago
City, London
Software Personnel International Ltd
Salary: From £30,000 to £35,000 per annum
Posted: 4 days ago
London
Opilio Recruitment
Salary: From £30,000 to £40,000 per annum
Posted: 2 days ago
London
Eames Consulting
Salary: £40000 - £70000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: From £50,000 to £65,000 per annum Bonus and benefits package
Posted: 2 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 2 days ago
London
Energon People
Salary: £20000.00 - £50000.00 per annum
Posted: 4 days ago
London
London School of Economics (HR)
Salary: £34,156 to £41,317 pa inclusive with potential to progress to £44,456
Posted: 3 days ago
London
Office of Rail and Road
Posted: 12 days ago
City, London
Premier Media
Salary: £50000 - £55000 per annum
Posted: 3 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 6 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 11 days ago
City, London
Sanderson
Posted: 10 days ago
City, London
ANSON MCCADE
Salary: £25,000 + excellent benefits
Posted: 3 days ago