The following table provides summary statistics for permanent job vacancies advertised in London 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Economics
England / London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 483 467 519
Rank change year-on-year -16 +52  
Permanent jobs citing Economics 119 175 150
As % of all permanent IT jobs advertised in London 0.32% 0.44% 0.34%
As % of the Processes & Methodologies category 0.36% 0.48% 0.38%
Number of salaries quoted 91 144 120
Median salary £60,000 £55,000 £56,250
Median salary % change year-on-year +9.09% -2.22%  
90% offered a salary of more than £32,500 £27,500 £31,000
10% offered a salary of more than £80,000 £75,000 £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 advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33417 36295 39390
As % of all permanent IT job vacancies advertised in London 91.06% 90.56% 89.00%
Number of salaries quoted 26592 31466 33072
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Economics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Economics
Salary Trend in London

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

Salary trend for Economics in London

Economics
Salary Histogram in London

The salary distribution of IT jobs citing Economics in London over the 3 months to 27 June 2017.

Salary histogram for Economics 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 27 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
City of London +13 16 £45,000 -18.18% 5
Finchley - 1 £61,500 -
West End of London - 1 - - 3
Economics
England

For the 6 months to 27 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 across the London region with a requirement for Economics.

1 180 (71.71%) Degree
2 116 (46.22%) Finance
3 94 (37.45%) Mathematics
3 94 (37.45%) Analytical Skills
4 91 (36.25%) SQL
5 80 (31.87%) Analytics
6 77 (30.68%) Agile Software Development
7 68 (27.09%) Statistics
8 59 (23.51%) E-Commerce
9 55 (21.91%) HTML
10 52 (20.72%) JavaScript
11 51 (20.32%) CSS
11 51 (20.32%) User Experience
12 49 (19.52%) Responsive Web Design
12 49 (19.52%) Web Development
12 49 (19.52%) Web Design
13 48 (19.12%) Business Intelligence
13 48 (19.12%) Computer Science
14 47 (18.73%) Mentoring
15 43 (17.13%) Marketing
15 43 (17.13%) AngularJS
16 42 (16.73%) React
17 41 (16.33%) Data Quality
17 41 (16.33%) Banking
17 41 (16.33%) Microsoft Excel
18 38 (15.14%) Oracle
19 36 (14.34%) Data Warehouse
19 36 (14.34%) A+ Certification
19 36 (14.34%) Ember.js
19 36 (14.34%) Angular 2

Economics
Co-occurring 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 22 (8.76%) SAS
2 6 (2.39%) Apache Spark
3 5 (1.99%) Apache Pig
4 1 (0.40%) Confluence
4 1 (0.40%) OpenStack
Applications
1 41 (16.33%) Microsoft Excel
2 13 (5.18%) SPSS
3 10 (3.98%) Microsoft Office
4 8 (3.19%) Microsoft PowerPoint
5 4 (1.59%) EViews
6 1 (0.40%) Gephi
6 1 (0.40%) Stata
Business Applications
1 5 (1.99%) Cognos Business Intelligence
2 3 (1.20%) HFM
2 3 (1.20%) Hyperion Planning
3 2 (0.80%) SAP Oil and Gas
4 1 (0.40%) Oracle AML
4 1 (0.40%) Oracle General Ledger
4 1 (0.40%) WebTrends
Cloud Services
1 14 (5.58%) Google Analytics
2 9 (3.59%) Amazon AWS
3 2 (0.80%) Amazon S3
4 1 (0.40%) Adobe Analytics
4 1 (0.40%) AdWords
4 1 (0.40%) Amazon EC2
4 1 (0.40%) Amazon EMR
4 1 (0.40%) IaaS
4 1 (0.40%) Kissmetrics
4 1 (0.40%) Microsoft Azure
4 1 (0.40%) PaaS
4 1 (0.40%) Slack
4 1 (0.40%) Trello
Communications & Networking
1 5 (1.99%) TCP/IP
2 4 (1.59%) LAN
2 4 (1.59%) VPN
2 4 (1.59%) WAN
3 1 (0.40%) Internet
Database & Business Intelligence
1 36 (14.34%) Data Warehouse
2 32 (12.75%) Relational Database
3 23 (9.16%) SQL Server
4 20 (7.97%) QlikView
5 18 (7.17%) RDBMS
6 17 (6.77%) Electronic Patient Records
7 14 (5.58%) Hadoop
8 13 (5.18%) SQL Server Integration Services
9 12 (4.78%) Data Mining
10 11 (4.38%) Big Data
10 11 (4.38%) Power BI
11 10 (3.98%) Apache Hive
12 9 (3.59%) Data Mart
12 9 (3.59%) Enterprise Data Warehouse
12 9 (3.59%) OLAP
13 8 (3.19%) Looker
14 7 (2.79%) Amazon Redshift
15 6 (2.39%) NoSQL
15 6 (2.39%) Oracle BI EE
15 6 (2.39%) Pentaho
Development Applications
1 17 (6.77%) Talend Open Studio
2 9 (3.59%) Rational Rhapsody
3 2 (0.80%) Git (software)
3 2 (0.80%) Oracle Forms
4 1 (0.40%) Fiddler
4 1 (0.40%) Jenkins
4 1 (0.40%) JIRA
4 1 (0.40%) Subversion
4 1 (0.40%) Vagrant
4 1 (0.40%) Visual Studio
4 1 (0.40%) Yeoman
General
1 116 (46.22%) Finance
2 43 (17.13%) Marketing
3 41 (16.33%) Banking
4 18 (7.17%) Pharmaceutical
5 16 (6.37%) Retail
5 16 (6.37%) Telecoms
6 11 (4.38%) Advertising
7 8 (3.19%) Military
8 7 (2.79%) Games
8 7 (2.79%) Retail Banking
9 5 (1.99%) Electronics
9 5 (1.99%) Investment Banking
9 5 (1.99%) Law
9 5 (1.99%) Legal
9 5 (1.99%) Publishing
10 4 (1.59%) Manufacturing
11 3 (1.20%) Front Office
12 2 (0.80%) Brand Awareness
13 1 (0.40%) Financial Institution
13 1 (0.40%) General Ledger
Job Titles
1 75 (29.88%) Analyst
2 68 (27.09%) Developer
3 45 (17.93%) JavaScript Developer
4 33 (13.15%) Consultant
5 32 (12.75%) Angular Developer
6 23 (9.16%) Web Developer
7 21 (8.37%) Data Analyst
8 13 (5.18%) Business Analyst
8 13 (5.18%) HTML CSS Developer
8 13 (5.18%) HTML Developer
8 13 (5.18%) SQL Analyst
9 11 (4.38%) Business Intelligence Analyst
9 11 (4.38%) Data Scientist
10 10 (3.98%) Data Business Analyst
10 10 (3.98%) Graduate
11 9 (3.59%) Architect
11 9 (3.59%) Data Warehouse Analyst
11 9 (3.59%) Data Warehouse Business Analyst
11 9 (3.59%) Qualitative Analyst
11 9 (3.59%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 55 (21.91%) HTML
2 51 (20.32%) CSS
3 43 (17.13%) AngularJS
4 42 (16.73%) React
5 36 (14.34%) Angular 2
5 36 (14.34%) Ember.js
6 19 (7.57%) .NET
7 9 (3.59%) Natural Language Processing
8 4 (1.59%) Grails
8 4 (1.59%) Regular Expression
8 4 (1.59%) XML
9 3 (1.20%) scikit-learn
9 3 (1.20%) Tapestry
10 2 (0.80%) .NET Framework
10 2 (0.80%) D3.js
10 2 (0.80%) Play Framework
10 2 (0.80%) SciPy
10 2 (0.80%) STL
11 1 (0.40%) ASP.NET
11 1 (0.40%) COM
Miscellaneous
1 94 (37.45%) Analytical Skills
2 51 (20.32%) User Experience
3 48 (19.12%) Computer Science
4 19 (7.57%) Life Science
5 15 (5.98%) Fintech
6 14 (5.58%) Management Information System
7 8 (3.19%) Algorithms
7 8 (3.19%) Credit Risk
8 6 (2.39%) Digital Media
8 6 (2.39%) Equities
8 6 (2.39%) Foreign Exchange (FX)
9 5 (1.99%) Derivative
9 5 (1.99%) Enterprise Software
9 5 (1.99%) Fixed Income
9 5 (1.99%) Mobile Games
10 4 (1.59%) Data Structures
10 4 (1.59%) Hedge funds
11 2 (0.80%) Mobile Payment
11 2 (0.80%) N-Tier
12 1 (0.40%) NHS
Operating Systems
1 23 (9.16%) Linux
2 8 (3.19%) Unix
3 6 (2.39%) Windows
4 4 (1.59%) Android
4 4 (1.59%) Apple iOS
5 3 (1.20%) Ubuntu
Processes & Methodologies
1 94 (37.45%) Mathematics
2 80 (31.87%) Analytics
3 77 (30.68%) Agile Software Development
4 68 (27.09%) Statistics
5 59 (23.51%) E-Commerce
6 49 (19.52%) Responsive Web Design
6 49 (19.52%) Web Design
6 49 (19.52%) Web Development
7 48 (19.12%) Business Intelligence
8 47 (18.73%) Mentoring
9 34 (13.55%) Data Modelling
9 34 (13.55%) Visualisation
10 32 (12.75%) ETL
11 27 (10.76%) Data Visualisation
12 24 (9.56%) Project Management
13 22 (8.76%) Physics
14 19 (7.57%) Data Analysis
14 19 (7.57%) Data Extraction
15 18 (7.17%) Data Integration
16 17 (6.77%) Machine Learning
Programming Languages
1 91 (36.25%) SQL
2 52 (20.72%) JavaScript
3 35 (13.94%) R
4 32 (12.75%) Python
5 31 (12.35%) Java
6 26 (10.36%) PL/SQL
7 12 (4.78%) T-SQL
8 9 (3.59%) MATLAB
8 9 (3.59%) VBA
9 8 (3.19%) C++
10 4 (1.59%) Groovy
11 3 (1.20%) C#
12 2 (0.80%) C
12 2 (0.80%) Scala
13 1 (0.40%) Bash Shell
13 1 (0.40%) Clojure
13 1 (0.40%) Cypher
13 1 (0.40%) PHP
Qualifications
1 180 (71.71%) Degree
2 36 (14.34%) A+ Certification
3 20 (7.97%) Numerate Degree
4 15 (5.98%) PhD
5 10 (3.98%) CIMA
5 10 (3.98%) Computer Science Degree
6 8 (3.19%) Master's Degree
7 7 (2.79%) ACCA
8 4 (1.59%) Postgraduate
9 2 (0.80%) MBA
10 1 (0.40%) AWS Certification
10 1 (0.40%) CFA
10 1 (0.40%) MCSE
10 1 (0.40%) Microsoft Certification
Quality Assurance & Compliance
1 41 (16.33%) Data Quality
2 12 (4.78%) QA
3 5 (1.99%) IFRS
3 5 (1.99%) IFRS 9
4 4 (1.59%) Actionable Recommendations
5 3 (1.20%) PMO
5 3 (1.20%) TickIT
6 2 (0.80%) Sarbanes-Oxley
7 1 (0.40%) EMIR
7 1 (0.40%) SLA
System Software
1 4 (1.59%) Active Directory
2 1 (0.40%) Docker
2 1 (0.40%) Hyper-V
2 1 (0.40%) Virtual Machines
2 1 (0.40%) VirtualBox
2 1 (0.40%) VMware Infrastructure
Systems Management
1 1 (0.40%) Ansible
1 1 (0.40%) Opscode Chef
1 1 (0.40%) Piwik
1 1 (0.40%) Puppet
1 1 (0.40%) Tivoli
Vendors
1 38 (15.14%) Oracle
2 33 (13.15%) Tableau
3 27 (10.76%) Microsoft
4 17 (6.77%) Talend
5 15 (5.98%) Google
6 12 (4.78%) Informatica
7 7 (2.79%) MuleSoft
8 5 (1.99%) Adobe
8 5 (1.99%) Birst
8 5 (1.99%) Citrix
8 5 (1.99%) Cognos
8 5 (1.99%) Facebook
8 5 (1.99%) PeopleSoft
8 5 (1.99%) SAP
9 3 (1.20%) Hyperion
9 3 (1.20%) Salesforce.com
10 2 (0.80%) Omniture
10 2 (0.80%) VMware
11 1 (0.40%) Apple
11 1 (0.40%) Teradata
London
Annapurna HR
Salary: bonus/benefits
Posted: 18 hours ago
North London
Sage UK Limited
Posted: 16 hours ago
London
Oliver James Associates
Salary: £47500 - £52500 per annum + benefits, pension, bonus, PMI
Posted: 9 hours ago
Central London / West End
Spencer Rose
Salary: From £75,000 to £80,000 per annum
Posted: 12 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 10 hours ago
London
Harrington Starr
Salary: £20 - £40 per annum
Posted: 2 days ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
City, London
Mills Goodwin Talent Network
Salary: £30-35k + c10% bonus, 15% Pension, healthcare, 27 days hols etc
Posted: 5 days ago
London
ISL
Salary: £35000 - £40000 per annum
Posted: 5 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 6 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: Yesterday
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 5 days ago
Central London / West End
The Workshop
Posted: 7 days ago
London
DeSantis Arin Recruitment
Salary: Up to £40,000 per annum **apply ASAP!**
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £34,000 - £95,000 base salary + Competitive Benefits
Posted: 6 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 21 days ago
London
People Source Consulting
Salary: £60000 - £80000 per annum
Posted: 27 days ago