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

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Economics
UK / England
Rank 618 637 728
Rank change year-on-year
+19 +91
Permanent jobs citing Economics 217 267 211
As % of all permanent IT jobs located in England 0.28% 0.29% 0.21%
As % of the Miscellaneous category 0.68% 0.67% 0.53%
Number of salaries quoted 154 214 140
Median salary £55,000 £51,250 £58,500
Median salary % change year-on-year
+7.31% -12.39%
90% offered a salary of more than £29,000 £25,000 £26,000
10% offered a salary of more than £85,000 £82,500 £80,000
UK excluding London median salary £35,000 £50,000 £50,000
% change year-on-year
-30.00% -

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
32016 39882 39985
As % of all permanent IT jobs located in England 40.69% 42.64% 40.74%
Number of salaries quoted 26256 32451 32678
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 £30,000 £28,000
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 in England

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

Economics Jobs Demand Trend in England

Economics
Salary Trend in England

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

Economics Salary Trend in England

Economics
Salary Histogram in England

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

Economics Salary Histogram 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 19 January 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 +38 140 £60,000 +17.07% 27
South East +37 33 £35,000 -41.66% 6
North West -12 17 £42,500 +51.78% 3
East of England +16 8 £29,000 +38.09% 2
West Midlands -12 6 £39,500 +36.20% 1
Yorkshire - 6 £33,250 -
South West +5 5 £25,000 -61.53%
Economics
UK

Economics
Top 30 Related IT Skills in England

For the 6 months to 19 January 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.

1 301 (67.95%) Degree
2 217 (48.98%) Finance
3 203 (45.82%) Mathematics
4 185 (41.76%) Analytical Skills
5 153 (34.54%) Analytics
6 143 (32.28%) SQL
7 131 (29.57%) Statistics
8 125 (28.22%) Computer Science
9 76 (17.16%) Marketing
10 74 (16.70%) Agile Software Development
11 63 (14.22%) User Experience
12 61 (13.77%) R
13 57 (12.87%) Business Intelligence
14 56 (12.64%) SAS
14 56 (12.64%) Data Analysis
15 55 (12.42%) Python
16 53 (11.96%) HTML
17 51 (11.51%) Java
18 49 (11.06%) C++
19 48 (10.84%) JavaScript
19 48 (10.84%) E-Commerce
20 45 (10.16%) Oracle
21 44 (9.93%) CRM
22 42 (9.48%) MS Excel
22 42 (9.48%) Business Analysis
23 41 (9.26%) Data Modelling
23 41 (9.26%) .NET
24 40 (9.03%) Web Development
25 39 (8.80%) VBA
25 39 (8.80%) Linux

Economics
Top Related 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 56 (12.64%) SAS
2 12 (2.71%) Apache Spark
3 6 (1.35%) Apache Pig
4 4 (0.90%) SharePoint
5 3 (0.68%) Jupyter
5 3 (0.68%) Oracle SOA Suite
6 2 (0.45%) Apache
7 1 (0.23%) Apache Solr
7 1 (0.23%) Confluence
Applications
1 42 (9.48%) MS Excel
2 29 (6.55%) SPSS
3 17 (3.84%) MS Office
4 11 (2.48%) Stata
5 7 (1.58%) MS PowerPoint
6 6 (1.35%) Spreadsheet
7 5 (1.13%) EViews
8 2 (0.45%) CPLEX
9 1 (0.23%) Adobe Creative Suite
9 1 (0.23%) Adobe Illustrator
9 1 (0.23%) InDesign
9 1 (0.23%) Maple
9 1 (0.23%) MS Project
9 1 (0.23%) MS Visio
9 1 (0.23%) Photoshop
9 1 (0.23%) Simulink
Business Applications
1 3 (0.68%) Oracle AML
2 2 (0.45%) Salesforce.com CRM
3 1 (0.23%) Data Workbench
3 1 (0.23%) Dynamics NAV
3 1 (0.23%) Oracle General Ledger
3 1 (0.23%) SAP Oil and Gas
Cloud Services
1 20 (4.51%) Google Analytics
2 14 (3.16%) Amazon AWS
3 8 (1.81%) Microsoft Azure
4 7 (1.58%) Adobe Analytics
5 5 (1.13%) Cloud Computing
6 4 (0.90%) SaaS
7 3 (0.68%) IaaS
7 3 (0.68%) PaaS
8 2 (0.45%) Office 365
9 1 (0.23%) Amazon EC2
9 1 (0.23%) Amazon EMR
9 1 (0.23%) Amazon S3
Communications & Networking
1 22 (4.97%) Internet
2 4 (0.90%) LAN
2 4 (0.90%) WAN
2 4 (0.90%) Wi-Fi
3 3 (0.68%) Broadband
4 2 (0.45%) Symposium
4 2 (0.45%) Unified Communications
5 1 (0.23%) Intranet
5 1 (0.23%) MVNO
5 1 (0.23%) VoIP
Database & Business Intelligence
1 34 (7.67%) SQL Server
2 32 (7.22%) Data Warehouse
3 28 (6.32%) Relational Database
4 25 (5.64%) Big Data
5 21 (4.74%) Hadoop
5 21 (4.74%) RDBMS
6 20 (4.51%) Electronic Patient Records
7 19 (4.29%) Data Mining
8 17 (3.84%) SQL Server Integration Services
9 16 (3.61%) NoSQL
9 16 (3.61%) QlikView
10 10 (2.26%) BusinessObjects
10 10 (2.26%) Enterprise Data Warehouse
10 10 (2.26%) Looker
11 9 (2.03%) PostgreSQL
11 9 (2.03%) SQL Server Reporting Services
12 8 (1.81%) Power BI
13 7 (1.58%) GIS
14 6 (1.35%) Amazon Redshift
14 6 (1.35%) OLAP
Development Applications
1 17 (3.84%) Talend Open Studio
2 6 (1.35%) Oracle Forms
3 3 (0.68%) Visual Studio
4 1 (0.23%) JIRA
General
1 217 (48.98%) Finance
2 76 (17.16%) Marketing
3 39 (8.80%) Banking
4 27 (6.09%) Retail
5 25 (5.64%) Telecoms
6 23 (5.19%) Pharmaceutical
6 23 (5.19%) Spanish Language
7 21 (4.74%) Mandarin Language
8 15 (3.39%) Automotive
9 13 (2.93%) Advertising
10 8 (1.81%) Electronics
10 8 (1.81%) Law
10 8 (1.81%) Legal
11 7 (1.58%) French Language
12 5 (1.13%) Front Office
12 5 (1.13%) Investment Banking
12 5 (1.13%) Retail Banking
13 4 (0.90%) Aerospace
13 4 (0.90%) Manufacturing
14 3 (0.68%) Games
Job Titles
1 151 (34.09%) Analyst
2 87 (19.64%) Developer
3 52 (11.74%) Data Analyst
4 34 (7.67%) Consultant
5 28 (6.32%) C++ Developer
5 28 (6.32%) Graduate
6 26 (5.87%) Web Developer
7 25 (5.64%) JavaScript Developer
8 24 (5.42%) Business Analyst
8 24 (5.42%) Data Scientist
9 21 (4.74%) HTML Developer
10 20 (4.51%) HTML CSS Developer
11 17 (3.84%) UI Developer
12 15 (3.39%) Software Developer
13 14 (3.16%) Applications Developer
13 14 (3.16%) C++ Applications Developer
13 14 (3.16%) Marketing Officer
13 14 (3.16%) Web UI Developer
14 12 (2.71%) Data Engineer
14 12 (2.71%) Financial Analyst
Libraries, Frameworks & Software Standards
1 53 (11.96%) HTML
2 41 (9.26%) .NET
3 38 (8.58%) CSS
4 26 (5.87%) AngularJS
5 22 (4.97%) React
6 14 (3.16%) STL
7 11 (2.48%) Angular 2
7 11 (2.48%) Ember.js
8 9 (2.03%) Middleware
8 9 (2.03%) Natural Language Processing
9 6 (1.35%) HTML5
9 6 (1.35%) J2EE
9 6 (1.35%) Web Services
10 4 (0.90%) CSS3
10 4 (0.90%) Spring
10 4 (0.90%) Struts
10 4 (0.90%) Struts2
10 4 (0.90%) Twitter Bootstrap
11 3 (0.68%) ASP.NET Web API
11 3 (0.68%) XML
Miscellaneous
1 203 (45.82%) Mathematics
2 185 (41.76%) Analytical Skills
3 131 (29.57%) Statistics
4 125 (28.22%) Computer Science
5 63 (14.22%) User Experience
6 37 (8.35%) Foreign Exchange (FX)
7 36 (8.13%) Algorithms
8 32 (7.22%) Visualisation
9 31 (7.00%) Derivative
10 29 (6.55%) Data Structures
11 28 (6.32%) Fixed Income
12 27 (6.09%) Equities
13 21 (4.74%) Credit Risk
13 21 (4.74%) Life Science
13 21 (4.74%) Management Information System
14 20 (4.51%) Physics
15 19 (4.29%) Social Media
16 18 (4.06%) Data Integration
17 17 (3.84%) Fintech
18 15 (3.39%) Neural Network
Operating Systems
1 39 (8.80%) Linux
2 28 (6.32%) Unix
3 3 (0.68%) Windows
4 2 (0.45%) Windows 10
5 1 (0.23%) Windows Server
Processes & Methodologies
1 153 (34.54%) Analytics
2 74 (16.70%) Agile Software Development
3 57 (12.87%) Business Intelligence
4 56 (12.64%) Data Analysis
5 48 (10.84%) E-Commerce
6 44 (9.93%) CRM
7 42 (9.48%) Business Analysis
8 41 (9.26%) Data Modelling
9 40 (9.03%) Web Development
10 39 (8.80%) Project Management
11 36 (8.13%) Change Management
11 36 (8.13%) Data Analytics
12 35 (7.90%) Business Development
13 33 (7.45%) Responsive Web Design
13 33 (7.45%) Web Design
14 31 (7.00%) Machine Learning
15 30 (6.77%) Operations Research
16 27 (6.09%) ETL
17 24 (5.42%) Customer Insight
17 24 (5.42%) Software Engineering
Programming Languages
1 143 (32.28%) SQL
2 61 (13.77%) R
3 55 (12.42%) Python
4 51 (11.51%) Java
5 49 (11.06%) C++
6 48 (10.84%) JavaScript
7 39 (8.80%) VBA
8 28 (6.32%) PL/SQL
9 23 (5.19%) MATLAB
10 20 (4.51%) C#
11 18 (4.06%) T-SQL
12 17 (3.84%) Scala
13 7 (1.58%) C
14 5 (1.13%) Perl
14 5 (1.13%) VB.NET
15 3 (0.68%) PHP
15 3 (0.68%) Ruby
16 2 (0.45%) Clojure
16 2 (0.45%) Go
17 1 (0.23%) Groovy
Qualifications
1 301 (67.95%) Degree
2 36 (8.13%) PhD
3 22 (4.97%) MBA
4 11 (2.48%) A+ Certification
5 10 (2.26%) Postgraduate
6 6 (1.35%) Security Cleared
7 5 (1.13%) HND
7 5 (1.13%) PMI Certification
7 5 (1.13%) PMP
7 5 (1.13%) Six Sigma Black Belt
8 2 (0.45%) CIMA
8 2 (0.45%) DV Cleared
8 2 (0.45%) SC Cleared
9 1 (0.23%) ACCA
9 1 (0.23%) CCNA
9 1 (0.23%) Cisco Certification
9 1 (0.23%) ISEB
Quality Assurance & Compliance
1 35 (7.90%) Data Quality
2 16 (3.61%) QA
3 4 (0.90%) HL7
4 2 (0.45%) IAS 39
4 2 (0.45%) SLA
5 1 (0.23%) Actionable Recommendations
5 1 (0.23%) CRD IV
5 1 (0.23%) GAAP
System Software
1 1 (0.23%) Active Directory
Systems Management
1 2 (0.45%) Tivoli
Vendors
1 45 (10.16%) Oracle
2 32 (7.22%) Microsoft
3 28 (6.32%) Google
4 22 (4.97%) Tableau
5 20 (4.51%) HP
5 20 (4.51%) IBM
6 17 (3.84%) Talend
7 10 (2.26%) SAP
8 8 (1.81%) Adobe
8 8 (1.81%) MuleSoft
9 7 (1.58%) Omniture
10 5 (1.13%) Informatica
10 5 (1.13%) Salesforce.com
11 4 (0.90%) Monetate
12 3 (0.68%) RapidMiner
13 2 (0.45%) Teradata
14 1 (0.23%) Cognizant
14 1 (0.23%) ION Trading
14 1 (0.23%) Minitab
14 1 (0.23%) Reuters
Aylesbury, Buckinghamshire
Triad Resourcing
Posted: Yesterday
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 9 hours ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum + Pension, healthcare + More
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 20 hours ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: Yesterday
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 21 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 21 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE
Posted: 2 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: Bonus and benefits package
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 6 days ago
London
Joseph Harry Ltd
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum
Posted: 3 days ago
London
Networking People
Salary: £60000 - £70000 per annum + Neg - full corporate benefits
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: Yesterday
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Share options, 25 days' holiday
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £25,000 + excellent benefits
Posted: 17 hours ago
Oxford, Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £35000 per annum + Benefits
Posted: 6 days ago
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 6 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 7 days ago
Stockport
Recruitment Genius Ltd
Salary: £18000 - £25000 per annum
Posted: 10 days ago
South East
ANSON MCCADE
Salary: £50,000 - £70,000 + excellent benefits
Posted: 2 days ago
Wokingham, Berkshire
National Grid Careers
Posted: 9 days ago
London
Computer Futures
Salary: competitive
Posted: 7 days ago
London
Churchill Frank International
Salary: £25000 - £35000 per annum + Great Company Bens
Posted: 9 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 8 days ago
Watford
Progressive Recruitment
Salary: competitive
Posted: 15 days ago