The table below looks at the prevalence of the term Economics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Economics over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Economics
Rank 235 233 268
Rank change year-on-year
-2 +35
Permanent jobs citing Economics 25 9 5
As % of all permanent IT jobs located in the North West 0.40% 0.15% 0.067%
As % of the Miscellaneous category 0.97% 0.41% 0.19%
Number of salaries quoted 20 9 5
Median salary £113,601 £35,000 £40,000
Median salary % change year-on-year
+224.57% -12.50%
UK excluding London median salary £40,000 £45,000 £40,000
% change year-on-year
-11.11% +12.50%
Economics
England

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

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2573 2216 2608
As % of all permanent IT jobs located in the North West 41.21% 35.99% 34.75%
Number of salaries quoted 2118 1754 2212
Median salary £40,000 £40,000 £39,500
Median salary % change year-on-year
- +1.26%
90% offered a salary of more than £27,500 £25,000 £24,800
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Economics
Jobs Demand Trend in the North West

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

Economics Jobs Demand Trend in the North West

Economics
Salary Trend in the North West

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

Economics Salary Trend in the North West

Economics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Economics across the North West region over the 3 months to 3 December 2016.

Economics Salary Histogram in the North West

Economics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the North West region over the 3 months to 3 December 2016. 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
(Click see detailed
statistics and trends)
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
Manchester -7 16 £185,000 +487.30% 1
Merseyside - 6 £52,203 -
Cheshire +13 3 £34,000 -2.85% 1
Economics
England

Economics
Top 30 Related IT Skills in the North West

For the 6 months to 3 December 2016, 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 North West region with a requirement for Economics.

1 19 (52.78%) Degree
2 18 (50.00%) Mathematics
2 18 (50.00%) Finance
3 16 (44.44%) Marketing
4 15 (41.67%) Statistics
5 14 (38.89%) User Experience
6 13 (36.11%) Analytics
6 13 (36.11%) CRM
7 11 (30.56%) SAS
8 10 (27.78%) Analytical Skills
9 9 (25.00%) Machine Learning
10 8 (22.22%) SPSS
10 8 (22.22%) Python
10 8 (22.22%) Statistical Analysis
10 8 (22.22%) Computer Science
10 8 (22.22%) R
11 7 (19.44%) Monte Carlo Method
11 7 (19.44%) Stata
11 7 (19.44%) VBA
11 7 (19.44%) Bayesian Methods
12 6 (16.67%) Banking
13 5 (13.89%) Neural Network
13 5 (13.89%) Data Validation
13 5 (13.89%) Psychology
13 5 (13.89%) Data Quality
13 5 (13.89%) SQL
13 5 (13.89%) HND
13 5 (13.89%) Business Intelligence
13 5 (13.89%) Validation
13 5 (13.89%) Postgraduate

Economics
Top Related IT Skills in the North West 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 11 (30.56%) SAS
Applications
1 8 (22.22%) SPSS
2 7 (19.44%) Stata
3 1 (2.78%) MS Excel
3 1 (2.78%) MS Office
Business Applications
1 1 (2.78%) SAP Oil and Gas
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Microsoft Azure
1 1 (2.78%) Office 365
Communications & Networking
1 1 (2.78%) Unified Communications
Database & Business Intelligence
1 1 (2.78%) Data Mining
1 1 (2.78%) EDRMS
1 1 (2.78%) Hadoop
1 1 (2.78%) NoSQL
1 1 (2.78%) Relational Database
1 1 (2.78%) SQL Server
General
1 18 (50.00%) Finance
2 16 (44.44%) Marketing
3 6 (16.67%) Banking
4 4 (11.11%) Legal
5 1 (2.78%) Electronics
5 1 (2.78%) Manufacturing
5 1 (2.78%) Telecoms
Job Titles
1 14 (38.89%) Marketing Officer
2 8 (22.22%) Analyst
3 3 (8.33%) Senior Statistician
3 3 (8.33%) Statistician
4 2 (5.56%) Statistical Analyst
5 1 (2.78%) Business Analyst
5 1 (2.78%) Business Finance Analyst
5 1 (2.78%) Commercial Officer
5 1 (2.78%) Data Analyst
5 1 (2.78%) Data Manager
5 1 (2.78%) Data Scientist
5 1 (2.78%) Finance Business Analyst
5 1 (2.78%) Financial Analyst
5 1 (2.78%) Infrastructure Engineer
5 1 (2.78%) Insight Manager
5 1 (2.78%) Research Analyst
Libraries, Frameworks & Software Standards
1 1 (2.78%) Natural Language Processing
Miscellaneous
1 18 (50.00%) Mathematics
2 15 (41.67%) Statistics
3 14 (38.89%) User Experience
4 10 (27.78%) Analytical Skills
5 8 (22.22%) Computer Science
6 5 (13.89%) Neural Network
6 5 (13.89%) Psychology
7 1 (2.78%) Blog
7 1 (2.78%) Physics
7 1 (2.78%) Social Media
7 1 (2.78%) Visualisation
Operating Systems
1 1 (2.78%) Windows
1 1 (2.78%) Windows 10
Processes & Methodologies
1 13 (36.11%) Analytics
1 13 (36.11%) CRM
2 9 (25.00%) Machine Learning
3 8 (22.22%) Statistical Analysis
4 7 (19.44%) Bayesian Methods
4 7 (19.44%) Monte Carlo Method
5 5 (13.89%) Business Intelligence
5 5 (13.89%) Data Validation
5 5 (13.89%) Hidden Markov Model
5 5 (13.89%) Structural Equation Modelling
5 5 (13.89%) Time Series Forecasting
5 5 (13.89%) Validation
6 4 (11.11%) Data Analysis
7 2 (5.56%) Continuous Improvement
8 1 (2.78%) Customer Insight
8 1 (2.78%) Data Analytics
8 1 (2.78%) Data Visualisation
8 1 (2.78%) People Management
8 1 (2.78%) Propensity Modelling
8 1 (2.78%) Root Cause Analysis
Programming Languages
1 8 (22.22%) Python
1 8 (22.22%) R
2 7 (19.44%) VBA
3 5 (13.89%) MATLAB
3 5 (13.89%) SQL
4 1 (2.78%) Scala
Qualifications
1 19 (52.78%) Degree
2 5 (13.89%) HND
2 5 (13.89%) Postgraduate
3 2 (5.56%) PhD
4 1 (2.78%) ACCA
4 1 (2.78%) CIMA
4 1 (2.78%) SC Cleared
4 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
Vendors
1 2 (5.56%) Microsoft
1 2 (5.56%) SAP
Manchester
Churchill Frank
Salary: £30000 - £36000 per annum
Posted: 2 days ago
Cheshire
Computer People
Salary: £32000.00 - £36000.00 per annum
Posted: 5 days ago