The following table provides summary statistics for permanent job vacancies advertised in England 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
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 660 670 738
Rank change year-on-year +10 +68  
Permanent jobs citing Economics 207 243 216
As % of all permanent IT jobs advertised in England 0.25% 0.26% 0.21%
As % of the Processes & Methodologies category 0.28% 0.30% 0.24%
Number of salaries quoted 152 200 170
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% -  
90% offered a salary of more than £27,732 £26,500 £30,000
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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75142 82315 90296
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 88.00%
Number of salaries quoted 60877 69674 74649
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
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 in England

The job posting trend of jobs advertised in England 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 England

Economics
Salary Trend in England

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

Salary trend for Economics in England

Economics
Salary Histogram in England

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

Salary histogram for Economics in England

Economics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the England 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
London -16 119 £60,000 +9.09% 20
East of England +8 29 £80,000 +68.42% 3
South East +41 27 £36,250 -14.70% 2
South West +2 10 £26,500 -49.28%
North West -38 10 £40,000 +50.94% 2
Yorkshire 0 5 £45,000 +73.07% 3
East Midlands +16 3 £33,750 -38.63% 1
West Midlands 0 3 £35,000 +32.07% 2
North East - 1 £22,500 -
Economics
UK

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 England region with a requirement for Economics.

1 242 (60.80%) Degree
2 188 (47.24%) Mathematics
3 170 (42.71%) Finance
4 158 (39.70%) SQL
5 147 (36.93%) Analytical Skills
6 130 (32.66%) Statistics
7 126 (31.66%) Analytics
8 100 (25.13%) Agile Software Development
9 88 (22.11%) Computer Science
10 80 (20.10%) Marketing
11 69 (17.34%) Microsoft Excel
12 67 (16.83%) Python
12 67 (16.83%) Business Intelligence
13 66 (16.58%) User Experience
14 65 (16.33%) E-Commerce
15 64 (16.08%) JavaScript
15 64 (16.08%) R
16 62 (15.58%) HTML
17 57 (14.32%) CSS
18 55 (13.82%) Web Design
18 55 (13.82%) Responsive Web Design
18 55 (13.82%) Web Development
18 55 (13.82%) Mentoring
19 50 (12.56%) Data Modelling
20 49 (12.31%) AngularJS
21 48 (12.06%) Visualisation
21 48 (12.06%) React
22 47 (11.81%) Data Warehouse
23 45 (11.31%) Machine Learning
23 45 (11.31%) Data Quality

Economics
Co-occurring IT Skills in England 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 (10.30%) SAS
2 6 (1.51%) Apache Spark
3 5 (1.26%) Apache Pig
4 1 (0.25%) Confluence
4 1 (0.25%) OpenStack
Applications
1 69 (17.34%) Microsoft Excel
2 16 (4.02%) Microsoft Office
3 14 (3.52%) Microsoft PowerPoint
3 14 (3.52%) SPSS
4 4 (1.01%) EViews
4 4 (1.01%) Spreadsheet
5 1 (0.25%) Gephi
5 1 (0.25%) Stata
Business Applications
1 5 (1.26%) Cognos Business Intelligence
2 3 (0.75%) HFM
2 3 (0.75%) Hyperion Planning
3 2 (0.50%) SAP Oil and Gas
4 1 (0.25%) Actimize
4 1 (0.25%) Oracle AML
4 1 (0.25%) Oracle General Ledger
4 1 (0.25%) Salesforce.com CRM
4 1 (0.25%) WebTrends
Cloud Services
1 20 (5.03%) Adobe Analytics
2 16 (4.02%) Google Analytics
3 9 (2.26%) Amazon AWS
4 5 (1.26%) SaaS
5 2 (0.50%) Amazon S3
5 2 (0.50%) Microsoft Azure
6 1 (0.25%) AdWords
6 1 (0.25%) Amazon EC2
6 1 (0.25%) Amazon EMR
6 1 (0.25%) IaaS
6 1 (0.25%) Kissmetrics
6 1 (0.25%) PaaS
6 1 (0.25%) Slack
6 1 (0.25%) Trello
Communications & Networking
1 5 (1.26%) TCP/IP
2 4 (1.01%) LAN
2 4 (1.01%) VPN
2 4 (1.01%) WAN
3 2 (0.50%) Symposium
4 1 (0.25%) Internet
Database & Business Intelligence
1 47 (11.81%) Data Warehouse
2 37 (9.30%) Relational Database
2 37 (9.30%) SQL Server
3 30 (7.54%) Power BI
4 25 (6.28%) QlikView
5 18 (4.52%) RDBMS
6 17 (4.27%) Electronic Patient Records
7 15 (3.77%) SQL Server Reporting Services
8 14 (3.52%) Hadoop
9 13 (3.27%) Big Data
9 13 (3.27%) Data Mining
9 13 (3.27%) SQL Server Integration Services
10 10 (2.51%) Apache Hive
10 10 (2.51%) NoSQL
10 10 (2.51%) Spotfire
11 9 (2.26%) Data Mart
11 9 (2.26%) Enterprise Data Warehouse
11 9 (2.26%) OLAP
12 8 (2.01%) Looker
13 7 (1.76%) Amazon Redshift
Development Applications
1 17 (4.27%) Talend Open Studio
2 9 (2.26%) Rational Rhapsody
3 3 (0.75%) Visual Studio
4 2 (0.50%) Git (software)
4 2 (0.50%) Oracle Forms
5 1 (0.25%) Fiddler
5 1 (0.25%) Jenkins
5 1 (0.25%) JIRA
5 1 (0.25%) Subversion
5 1 (0.25%) Vagrant
5 1 (0.25%) Yeoman
General
1 170 (42.71%) Finance
2 80 (20.10%) Marketing
3 44 (11.06%) Banking
4 22 (5.53%) Retail
5 20 (5.03%) Pharmaceutical
6 18 (4.52%) Telecoms
7 15 (3.77%) Automotive
8 14 (3.52%) Advertising
9 13 (3.27%) Games
10 9 (2.26%) Manufacturing
11 8 (2.01%) Electronics
11 8 (2.01%) Military
11 8 (2.01%) Retail Banking
12 6 (1.51%) Legal
13 5 (1.26%) Investment Banking
13 5 (1.26%) Law
13 5 (1.26%) Publishing
14 3 (0.75%) Front Office
15 2 (0.50%) Brand Awareness
16 1 (0.25%) General Ledger
Job Titles
1 147 (36.93%) Analyst
2 75 (18.84%) Developer
3 45 (11.31%) JavaScript Developer
4 42 (10.55%) Data Analyst
5 36 (9.05%) Consultant
6 32 (8.04%) Angular Developer
7 24 (6.03%) Business Intelligence Analyst
8 23 (5.78%) Web Developer
9 22 (5.53%) Business Analyst
10 21 (5.28%) Senior Manager
11 16 (4.02%) Data Scientist
12 15 (3.77%) Project Manager
12 15 (3.77%) SQL Analyst
13 13 (3.27%) Graduate
13 13 (3.27%) HTML CSS Developer
13 13 (3.27%) HTML Developer
13 13 (3.27%) Senior Analyst
13 13 (3.27%) UI Developer
14 12 (3.02%) Insight Analyst
14 12 (3.02%) Machine Learning Researcher
Libraries, Frameworks & Software Standards
1 62 (15.58%) HTML
2 57 (14.32%) CSS
3 49 (12.31%) AngularJS
4 48 (12.06%) React
5 36 (9.05%) Angular 2
5 36 (9.05%) Ember.js
6 25 (6.28%) .NET
7 9 (2.26%) Natural Language Processing
8 6 (1.51%) TensorFlow
9 5 (1.26%) XML
10 4 (1.01%) Grails
10 4 (1.01%) Regular Expression
11 3 (0.75%) scikit-learn
11 3 (0.75%) Tapestry
12 2 (0.50%) .NET Framework
12 2 (0.50%) D3.js
12 2 (0.50%) Play Framework
12 2 (0.50%) SciPy
12 2 (0.50%) STL
13 1 (0.25%) NumPy
Miscellaneous
1 147 (36.93%) Analytical Skills
2 88 (22.11%) Computer Science
3 66 (16.58%) User Experience
4 25 (6.28%) Algorithms
5 24 (6.03%) Fintech
6 22 (5.53%) Management Information System
7 19 (4.77%) Life Science
8 9 (2.26%) Credit Risk
8 9 (2.26%) Enterprise Software
9 6 (1.51%) Digital Media
9 6 (1.51%) Equities
9 6 (1.51%) Foreign Exchange (FX)
10 5 (1.26%) Derivative
10 5 (1.26%) Fixed Income
10 5 (1.26%) Mobile Games
10 5 (1.26%) Social Media
11 4 (1.01%) Data Structures
11 4 (1.01%) Hedge funds
12 2 (0.50%) Hybrid Cloud
12 2 (0.50%) Minimum Viable Product
Operating Systems
1 23 (5.78%) Linux
2 8 (2.01%) Unix
3 6 (1.51%) Windows
4 4 (1.01%) Android
4 4 (1.01%) Apple iOS
5 3 (0.75%) Ubuntu
Processes & Methodologies
1 188 (47.24%) Mathematics
2 130 (32.66%) Statistics
3 126 (31.66%) Analytics
4 100 (25.13%) Agile Software Development
5 67 (16.83%) Business Intelligence
6 65 (16.33%) E-Commerce
7 55 (13.82%) Mentoring
7 55 (13.82%) Responsive Web Design
7 55 (13.82%) Web Design
7 55 (13.82%) Web Development
8 50 (12.56%) Data Modelling
9 48 (12.06%) Visualisation
10 45 (11.31%) Machine Learning
10 45 (11.31%) Physics
11 41 (10.30%) Data Analysis
11 41 (10.30%) Data Visualisation
12 38 (9.55%) Project Management
13 36 (9.05%) Stakeholder Management
14 34 (8.54%) ETL
15 30 (7.54%) Artificial Intelligence
Programming Languages
1 158 (39.70%) SQL
2 67 (16.83%) Python
3 64 (16.08%) JavaScript
3 64 (16.08%) R
4 35 (8.79%) MATLAB
5 31 (7.79%) Java
6 26 (6.53%) PL/SQL
7 23 (5.78%) Julia
8 21 (5.28%) T-SQL
9 17 (4.27%) VBA
10 10 (2.51%) C++
11 7 (1.76%) C
12 4 (1.01%) Groovy
12 4 (1.01%) Scala
13 3 (0.75%) C#
14 1 (0.25%) Bash Shell
14 1 (0.25%) Clojure
14 1 (0.25%) Cypher
14 1 (0.25%) PHP
14 1 (0.25%) Ruby
Qualifications
1 242 (60.80%) Degree
2 42 (10.55%) PhD
3 36 (9.05%) A+ Certification
4 28 (7.04%) Numerate Degree
5 11 (2.76%) Computer Science Degree
6 10 (2.51%) CIMA
6 10 (2.51%) Master's Degree
7 8 (2.01%) CISA
7 8 (2.01%) CISM
8 7 (1.76%) ACCA
9 4 (1.01%) DV Cleared
9 4 (1.01%) Postgraduate
9 4 (1.01%) Security Cleared
10 3 (0.75%) MBA
11 1 (0.25%) ITIL Certification
11 1 (0.25%) MCSE
11 1 (0.25%) Microsoft Certification
11 1 (0.25%) PMI Certification
11 1 (0.25%) PMP
11 1 (0.25%) SAS Certification
Quality Assurance & Compliance
1 45 (11.31%) Data Quality
2 16 (4.02%) QA
3 9 (2.26%) SLA
4 8 (2.01%) ISO/IEC 27001
5 5 (1.26%) Actionable Recommendations
5 5 (1.26%) IFRS
5 5 (1.26%) IFRS 9
6 3 (0.75%) PMO
6 3 (0.75%) TickIT
7 2 (0.50%) Sarbanes-Oxley
8 1 (0.25%) EMIR
8 1 (0.25%) FINRA
System Software
1 6 (1.51%) Active Directory
2 1 (0.25%) Docker
2 1 (0.25%) Hyper-V
2 1 (0.25%) Virtual Machines
2 1 (0.25%) VirtualBox
2 1 (0.25%) VMware Infrastructure
Systems Management
1 1 (0.25%) Ansible
1 1 (0.25%) Opscode Chef
1 1 (0.25%) Piwik
1 1 (0.25%) Puppet
1 1 (0.25%) Tivoli
Vendors
1 42 (10.55%) Tableau
2 38 (9.55%) Microsoft
2 38 (9.55%) Oracle
3 30 (7.54%) Google
4 18 (4.52%) Adobe
5 17 (4.27%) Talend
6 12 (3.02%) Informatica
7 11 (2.76%) Facebook
8 8 (2.01%) Cognos
9 7 (1.76%) MuleSoft
9 7 (1.76%) Tealium
10 5 (1.26%) Birst
10 5 (1.26%) Citrix
10 5 (1.26%) PeopleSoft
10 5 (1.26%) SAP
11 4 (1.01%) Salesforce.com
12 3 (0.75%) Hyperion
13 2 (0.50%) Omniture
13 2 (0.50%) TOWER Software
13 2 (0.50%) VMware
London
Annapurna HR
Salary: bonus/benefits
Posted: 9 hours ago
North London
Sage UK Limited
Posted: 8 hours ago
London
Oliver James Associates
Salary: £47500 - £52500 per annum + benefits, pension, bonus, PMI
Posted: 1 hour ago
Central London / West End
Spencer Rose
Salary: From £75,000 to £80,000 per annum
Posted: 4 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 1 hour ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: Yesterday
London
Harrington Starr
Salary: £20 - £40 per annum
Posted: 2 days ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: Yesterday
Nottinghamshire
Experian
Salary: Pension, Bonus
Posted: 4 days ago
City, London
Mills Goodwin Talent Network
Salary: £30-35k + c10% bonus, 15% Pension, healthcare, 27 days hols etc
Posted: 5 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: Yesterday
London
ISL
Salary: £35000 - £40000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 4 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 6 days ago
Leeds
Jet2.com
Salary: Excellent
Posted: 5 days ago
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
St. Albans, Hertfordshire
IHS
Salary: Competitive
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £34,000 - £95,000 base salary + Competitive Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Woodrow Mercer Recruitment
Salary: £50000 - £60000 per annum + benefits
Posted: 5 days ago
Manchester
ECOM
Salary: £28000 - £35000 per annum + Bonus
Posted: 18 days ago
Slough England
Creation Recruitment
Salary: £60,000 - £65,000 per year
Posted: 19 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + training + extensive benefits
Posted: 21 days ago
Birmingham, West Midlands (County)
Jewellery Quarter Bullion
Salary: From £25,000 to £35,000 per annum + bonus (up to 30%)
Posted: 11 days ago
Birmingham, West Midlands (County)
Jewellery Quarter Bullion
Salary: From £25,000 to £35,000 per annum + bonus (up to 30%)
Posted: 12 days ago
London
People Source Consulting
Salary: £60000 - £80000 per annum
Posted: 26 days ago