Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Economics
England > London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 614 576 621
Rank change year-on-year -38 +45 -59
Permanent jobs citing Economics 229 283 316
As % of all permanent IT jobs advertised in London 0.30% 0.37% 0.35%
As % of the Processes & Methodologies category 0.33% 0.41% 0.39%
Number of salaries quoted 163 216 285
London median annual salary £55,000 £57,500 £65,000
Median salary % change year-on-year -4.35% -11.54% +13.04%
10th Percentile £31,250 £27,500 £30,000
90th Percentile £90,000 £108,750 £91,250
England median annual salary £60,000 £50,000 £57,500
% change year-on-year +20.00% -13.04% +11.65%

Economics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69199 68947 80041
As % of all permanent IT jobs advertised in London 91.63% 90.62% 89.54%
Number of salaries quoted 53178 59332 67406
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,750
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Economics
Job Vacancy Trend in London

Job postings citing Economics as a percentage of all IT jobs advertised in London.

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -34 35 £50,000 +5.26% 8
West London +17 7 £75,000 +114.29% 1
North London - 3 £61,500 -
Economics
England

For the 6 months to 17 November 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.

1 150 (65.50%) Degree
2 116 (50.66%) Finance
3 103 (44.98%) SQL
3 103 (44.98%) Mathematics
4 93 (40.61%) Analytical Skills
5 82 (35.81%) Statistics
6 61 (26.64%) Business Intelligence
7 60 (26.20%) Agile Software Development
7 60 (26.20%) Analytics
7 60 (26.20%) Computer Science
8 49 (21.40%) Marketing
9 43 (18.78%) Python
9 43 (18.78%) JavaScript
10 41 (17.90%) Data Quality
11 37 (16.16%) Microsoft Excel
12 35 (15.28%) Project Management
12 35 (15.28%) Data Analysis
13 34 (14.85%) Data Modelling
14 32 (13.97%) R
15 31 (13.54%) Business Analysis
16 30 (13.10%) Data Warehouse
16 30 (13.10%) Tableau
16 30 (13.10%) Mentoring
17 29 (12.66%) Machine Learning
17 29 (12.66%) Big Data
17 29 (12.66%) Visualisation
17 29 (12.66%) E-Commerce
18 28 (12.23%) Banking
19 26 (11.35%) HTML
20 25 (10.92%) Microsoft

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 21 (9.17%) SAS
2 10 (4.37%) Apache Spark
3 4 (1.75%) Apache Pig
4 2 (0.87%) Apache
4 2 (0.87%) Skype for Business
5 1 (0.44%) ArcGIS
5 1 (0.44%) Confluence
5 1 (0.44%) Elasticsearch
5 1 (0.44%) OpenStack
5 1 (0.44%) Tomcat
Applications
1 37 (16.16%) Microsoft Excel
2 14 (6.11%) SPSS
3 12 (5.24%) Microsoft PowerPoint
3 12 (5.24%) Spreadsheet
4 7 (3.06%) Microsoft Office
5 4 (1.75%) EViews
6 1 (0.44%) Stata
6 1 (0.44%) Vensim
Business Applications
1 1 (0.44%) Cognos Business Intelligence
1 1 (0.44%) Oracle AML
Cloud Services
1 8 (3.49%) Google Analytics
2 7 (3.06%) Microsoft Azure
3 6 (2.62%) Amazon AWS
4 2 (0.87%) Adobe Analytics
4 2 (0.87%) Azure Data Factory
5 1 (0.44%) AdWords
5 1 (0.44%) IaaS
5 1 (0.44%) Kissmetrics
5 1 (0.44%) PaaS
5 1 (0.44%) Slack
5 1 (0.44%) Trello
Communications & Networking
1 3 (1.31%) TCP/IP
2 2 (0.87%) Internet
2 2 (0.87%) LAN
2 2 (0.87%) Network Security
2 2 (0.87%) Skype
2 2 (0.87%) Telepresence
2 2 (0.87%) Unified Communications
2 2 (0.87%) VPN
2 2 (0.87%) WAN
2 2 (0.87%) WebEx
3 1 (0.44%) DWDM
3 1 (0.44%) Ethernet
3 1 (0.44%) Intranet
Database & Business Intelligence
1 30 (13.10%) Data Warehouse
2 29 (12.66%) Big Data
3 20 (8.73%) SQL Server
4 19 (8.30%) Data Mining
5 18 (7.86%) Relational Database
6 13 (5.68%) Hadoop
7 12 (5.24%) Data Mart
7 12 (5.24%) Enterprise Data Warehouse
7 12 (5.24%) OLAP
8 10 (4.37%) Apache Hive
8 10 (4.37%) QlikView
9 8 (3.49%) Power BI
9 8 (3.49%) RDBMS
9 8 (3.49%) SQL Server Integration Services
10 7 (3.06%) Electronic Patient Records
11 6 (2.62%) Pentaho
12 5 (2.18%) NoSQL
13 4 (1.75%) Amazon Redshift
14 3 (1.31%) BigQuery
14 3 (1.31%) SQL Server 2008
Development Applications
1 7 (3.06%) Rational Rhapsody
1 7 (3.06%) Talend Open Studio
2 4 (1.75%) Git (software)
3 2 (0.87%) JIRA
3 2 (0.87%) Octopus Deploy
3 2 (0.87%) TeamCity
4 1 (0.44%) Atlassian Bamboo
4 1 (0.44%) Cucumber
4 1 (0.44%) Jenkins
4 1 (0.44%) JSUnit
4 1 (0.44%) JUnit
4 1 (0.44%) Karma Test Runner
4 1 (0.44%) Mocha
4 1 (0.44%) Subversion
General
1 116 (50.66%) Finance
2 49 (21.40%) Marketing
3 28 (12.23%) Banking
4 17 (7.42%) Electronics
5 16 (6.99%) Legal
6 14 (6.11%) Investment Banking
7 12 (5.24%) Retail
7 12 (5.24%) Retail Banking
8 11 (4.80%) Telecoms
9 8 (3.49%) Games
10 7 (3.06%) Pharmaceutical
11 5 (2.18%) Advertising
11 5 (2.18%) Manufacturing
12 4 (1.75%) Billing
12 4 (1.75%) Publishing
13 3 (1.31%) Brand Awareness
13 3 (1.31%) Front Office
14 2 (0.87%) Financial Institution
14 2 (0.87%) Law
14 2 (0.87%) Military
Job Titles
1 91 (39.74%) Analyst
2 39 (17.03%) Developer
3 35 (15.28%) Business Analyst
4 33 (14.41%) Data Analyst
5 27 (11.79%) Data Scientist
6 19 (8.30%) JavaScript Developer
7 15 (6.55%) Data Business Analyst
8 13 (5.68%) Angular Developer
8 13 (5.68%) Business IT Analyst
8 13 (5.68%) Business Manager
8 13 (5.68%) Consultant
8 13 (5.68%) IT Analyst
8 13 (5.68%) IT Business Analyst
9 12 (5.24%) Data Warehouse Analyst
9 12 (5.24%) Data Warehouse Business Analyst
10 11 (4.80%) Business Intelligence Analyst
11 10 (4.37%) Business Analysis Manager
11 10 (4.37%) Commercial Manager
11 10 (4.37%) Graduate
11 10 (4.37%) Software Developer
Libraries, Frameworks & Software Standards
1 26 (11.35%) HTML
2 24 (10.48%) AngularJS
2 24 (10.48%) CSS
3 20 (8.73%) React
4 19 (8.30%) Angular 2
4 19 (8.30%) Ember.js
5 17 (7.42%) .NET
6 15 (6.55%) ASP.NET
6 15 (6.55%) ASP.NET MVC
7 13 (5.68%) .NET Framework
7 13 (5.68%) Twitter Bootstrap
8 12 (5.24%) Entity Framework
8 12 (5.24%) jQuery
8 12 (5.24%) KnockoutJS
9 5 (2.18%) NumPy
10 4 (1.75%) HTML5
10 4 (1.75%) JSON
10 4 (1.75%) SciPy
11 3 (1.31%) CSS3
11 3 (1.31%) Spring Boot
Miscellaneous
1 93 (40.61%) Analytical Skills
2 60 (26.20%) Computer Science
3 23 (10.04%) User Experience
4 17 (7.42%) Algorithms
5 12 (5.24%) Reference Data
6 9 (3.93%) Fintech
7 8 (3.49%) Credit Risk
7 8 (3.49%) Life Science
8 7 (3.06%) Management Information System
9 6 (2.62%) Digital Media
10 5 (2.18%) Cyber Attack
11 4 (1.75%) Derivative
11 4 (1.75%) Fixed Income
12 3 (1.31%) Equities
12 3 (1.31%) FMCG
12 3 (1.31%) Foreign Exchange (FX)
12 3 (1.31%) Hedge funds
12 3 (1.31%) Online Games
13 2 (0.87%) Blog
13 2 (0.87%) Data Structures
Operating Systems
1 12 (5.24%) Linux
2 4 (1.75%) Windows
3 3 (1.31%) Unix
Processes & Methodologies
1 103 (44.98%) Mathematics
2 82 (35.81%) Statistics
3 61 (26.64%) Business Intelligence
4 60 (26.20%) Agile Software Development
4 60 (26.20%) Analytics
5 35 (15.28%) Data Analysis
5 35 (15.28%) Project Management
6 34 (14.85%) Data Modelling
7 31 (13.54%) Business Analysis
8 30 (13.10%) Mentoring
9 29 (12.66%) E-Commerce
9 29 (12.66%) Machine Learning
9 29 (12.66%) Visualisation
10 22 (9.61%) Data Management
11 20 (8.73%) Data Visualisation
12 19 (8.30%) Line Management
12 19 (8.30%) Responsive Web Design
12 19 (8.30%) Web Design
12 19 (8.30%) Web Development
13 18 (7.86%) Asset Management
Programming Languages
1 103 (44.98%) SQL
2 43 (18.78%) JavaScript
2 43 (18.78%) Python
3 32 (13.97%) R
4 22 (9.61%) Java
5 19 (8.30%) C#
5 19 (8.30%) PL/SQL
6 17 (7.42%) VBA
7 13 (5.68%) MATLAB
8 9 (3.93%) Scala
9 7 (3.06%) C++
9 7 (3.06%) T-SQL
10 6 (2.62%) Julia
11 4 (1.75%) C
12 2 (0.87%) VB
13 1 (0.44%) Bash Shell
13 1 (0.44%) Perl
13 1 (0.44%) PHP
13 1 (0.44%) PowerShell
13 1 (0.44%) VBScript
Qualifications
1 150 (65.50%) Degree
2 23 (10.04%) ISEB
3 19 (8.30%) A+ Certification
4 14 (6.11%) Numerate Degree
5 13 (5.68%) PhD
6 12 (5.24%) PMI Certification
7 11 (4.80%) PMP
8 7 (3.06%) Computer Science Degree
9 6 (2.62%) Master's Degree
10 5 (2.18%) MBA
11 2 (0.87%) ACCA
11 2 (0.87%) CFA
11 2 (0.87%) CIMA
11 2 (0.87%) Postgraduate
12 1 (0.44%) AWS Certification
12 1 (0.44%) MCSE
12 1 (0.44%) Microsoft Certification
Quality Assurance & Compliance
1 41 (17.90%) Data Quality
2 18 (7.86%) QA
3 8 (3.49%) Actionable Recommendations
4 4 (1.75%) TickIT
5 2 (0.87%) SLA
6 1 (0.44%) IFRS
6 1 (0.44%) IFRS 9
6 1 (0.44%) PMO
System Software
1 2 (0.87%) Active Directory
1 2 (0.87%) Apache Flume
1 2 (0.87%) Firmware
2 1 (0.44%) Docker
2 1 (0.44%) Hyper-V
2 1 (0.44%) VMware Infrastructure
Systems Management
1 1 (0.44%) Ansible
1 1 (0.44%) Kibana
1 1 (0.44%) Opscode Chef
1 1 (0.44%) Piwik
1 1 (0.44%) Puppet
Vendors
1 30 (13.10%) Tableau
2 25 (10.92%) Microsoft
3 13 (5.68%) Oracle
4 10 (4.37%) SAP
5 9 (3.93%) Google
5 9 (3.93%) Informatica
6 7 (3.06%) Talend
7 6 (2.62%) MuleSoft
8 5 (2.18%) Facebook
9 4 (1.75%) Adobe
9 4 (1.75%) Alteryx
9 4 (1.75%) Bloomberg
9 4 (1.75%) Minitab
10 2 (0.87%) Cisco
10 2 (0.87%) Citrix
11 1 (0.44%) Cognos
11 1 (0.44%) ESRI
11 1 (0.44%) IBM
11 1 (0.44%) Remedy
11 1 (0.44%) Salesforce.com