The table below looks at the statistics for Economics skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Economics over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Economics
North West / Manchester
Rank 192 177 188
Rank change year-on-year
-15 +11
Permanent jobs citing Economics 10 4 7
As % of all permanent IT jobs located in Manchester 0.26% 0.12% 0.18%
As % of the Processes & Methodologies category 0.29% 0.13% 0.21%
Number of salaries quoted 9 4 7
Median salary £62,500 £25,000 £22,500
Median salary % change year-on-year
+150.00% +11.11%
UK excluding London median salary £37,500 £53,750 £40,000
% change year-on-year
-30.23% +34.37%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3470 3018 3413
As % of all permanent IT jobs located in Manchester 91.53% 90.66% 87.02%
Number of salaries quoted 2926 2479 2885
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Economics
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Economics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Economics Jobs Demand Trend in Manchester

Economics
Salary Trend in Manchester

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

Economics Salary Trend in Manchester

Economics
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Economics across the Manchester region over the 3 months to 26 February 2017.

Economics Salary Histogram in Manchester

Economics
Top 30 Related IT Skills in Manchester

For the 6 months to 26 February 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 Manchester region with a requirement for Economics.

1 17 (62.96%) User Experience
2 14 (51.85%) Finance
3 12 (44.44%) Marketing
4 11 (40.74%) Degree
4 11 (40.74%) CRM
5 10 (37.04%) Agile Software Development
5 10 (37.04%) Mathematics
6 9 (33.33%) Analytics
7 7 (25.93%) JavaScript
8 6 (22.22%) HTML
8 6 (22.22%) .NET
8 6 (22.22%) CSS
8 6 (22.22%) E-Commerce
8 6 (22.22%) Web Design
8 6 (22.22%) AngularJS
8 6 (22.22%) Statistics
8 6 (22.22%) Responsive Web Design
8 6 (22.22%) Web Development
8 6 (22.22%) Data Analysis
8 6 (22.22%) React
9 5 (18.52%) Machine Learning
9 5 (18.52%) Business Intelligence
9 5 (18.52%) Banking
9 5 (18.52%) PhD
9 5 (18.52%) SQL
10 4 (14.81%) Python
10 4 (14.81%) Visualisation
10 4 (14.81%) Predictive Modelling
10 4 (14.81%) NoSQL
10 4 (14.81%) R

Economics
Top Related IT Skills in Manchester 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 4 (14.81%) SAS
Applications
1 1 (3.70%) MS Excel
1 1 (3.70%) MS Office
1 1 (3.70%) SPSS
Business Applications
1 1 (3.70%) SAP Oil and Gas
Database & Business Intelligence
1 4 (14.81%) NoSQL
1 4 (14.81%) Relational Database
2 2 (7.41%) Data Mining
3 1 (3.70%) BusinessObjects
3 1 (3.70%) Hadoop
General
1 14 (51.85%) Finance
2 12 (44.44%) Marketing
3 5 (18.52%) Banking
4 3 (11.11%) Legal
5 1 (3.70%) Electronics
5 1 (3.70%) Manufacturing
5 1 (3.70%) Telecoms
Job Titles
1 11 (40.74%) Marketing Officer
2 6 (22.22%) Analyst
2 6 (22.22%) Developer
2 6 (22.22%) UI Developer
3 4 (14.81%) Data Scientist
4 2 (7.41%) Data Analyst
5 1 (3.70%) Banking Analyst
5 1 (3.70%) Machine Learning Scientist
5 1 (3.70%) Research Analyst
5 1 (3.70%) SQL Analyst
5 1 (3.70%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (22.22%) .NET
1 6 (22.22%) AngularJS
1 6 (22.22%) CSS
1 6 (22.22%) HTML
1 6 (22.22%) React
2 1 (3.70%) Natural Language Processing
2 1 (3.70%) XML
Miscellaneous
1 17 (62.96%) User Experience
2 2 (7.41%) Algorithms
2 2 (7.41%) Analytical Skills
3 1 (3.70%) Blog
3 1 (3.70%) Computer Science
3 1 (3.70%) Management Information System
3 1 (3.70%) Social Media
Processes & Methodologies
1 11 (40.74%) CRM
2 10 (37.04%) Agile Software Development
2 10 (37.04%) Mathematics
3 9 (33.33%) Analytics
4 6 (22.22%) Data Analysis
4 6 (22.22%) E-Commerce
4 6 (22.22%) Responsive Web Design
4 6 (22.22%) Statistics
4 6 (22.22%) Web Design
4 6 (22.22%) Web Development
5 5 (18.52%) Business Intelligence
5 5 (18.52%) Machine Learning
6 4 (14.81%) Data Visualisation
6 4 (14.81%) Predictive Modelling
6 4 (14.81%) Statistical Analysis
6 4 (14.81%) Visualisation
7 3 (11.11%) Bayesian Methods
7 3 (11.11%) Deep Learning
7 3 (11.11%) Neural Network
7 3 (11.11%) Predictive Analytics
Programming Languages
1 7 (25.93%) JavaScript
2 5 (18.52%) SQL
3 4 (14.81%) Python
3 4 (14.81%) R
4 3 (11.11%) Scala
5 1 (3.70%) C++
5 1 (3.70%) MATLAB
Qualifications
1 11 (40.74%) Degree
2 5 (18.52%) PhD
Vendors
1 1 (3.70%) Microsoft
1 1 (3.70%) SAP