Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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
North West > Manchester
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 272 256 268
Rank change year-on-year -16 +12 +7
Permanent jobs citing Economics 21 24 9
As % of all permanent IT jobs advertised in Manchester 0.26% 0.32% 0.12%
As % of the Processes & Methodologies category 0.29% 0.35% 0.13%
Number of salaries quoted 8 23 9
Manchester median annual salary £47,500 £185,000 £28,000
Median salary % change year-on-year -74.32% +560.71% -44.00%
10th Percentile £31,750 £27,500 £25,000
90th Percentile £87,500 £232,500 £47,500
North West median annual salary £38,750 £60,000 £35,000
% change year-on-year -35.42% +71.43% -6.67%

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7233 6796 6793
As % of all permanent IT jobs advertised in Manchester 91.03% 91.11% 91.03%
Number of salaries quoted 5988 5834 5628
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +2.56%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Economics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Economics in Manchester

Economics
Salary Trend in Manchester

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

Salary trend for Economics in Manchester

Economics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Economics in Manchester over the 6 months to 17 November 2017.

Salary histogram for Economics in Manchester

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 Manchester region with a requirement for Economics.

1 13 (61.90%) SAP PP-PI
1 13 (61.90%) SAP MII
1 13 (61.90%) Demand Management
1 13 (61.90%) SAPUI5
1 13 (61.90%) Manufacturing
1 13 (61.90%) SAP MM
1 13 (61.90%) SAP PP
1 13 (61.90%) SAP
1 13 (61.90%) SLA
1 13 (61.90%) Record to Report
1 13 (61.90%) IT Strategy
2 7 (33.33%) Statistics
2 7 (33.33%) Mathematics
3 6 (28.57%) Degree
3 6 (28.57%) SQL Server
3 6 (28.57%) SQL
4 5 (23.81%) C++
4 5 (23.81%) Python
4 5 (23.81%) PhD
4 5 (23.81%) Analytics
4 5 (23.81%) Bayesian Methods
4 5 (23.81%) Statistical Analysis
4 5 (23.81%) R
5 4 (19.05%) Time Series Analysis
5 4 (19.05%) Applied Mathematics
5 4 (19.05%) Operations Research
5 4 (19.05%) Microsoft PowerPoint
5 4 (19.05%) Computer Science
5 4 (19.05%) Microsoft Excel
5 4 (19.05%) Microsoft

Economics
Co-occurring 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:

Applications
1 4 (19.05%) Microsoft Excel
1 4 (19.05%) Microsoft Office
1 4 (19.05%) Microsoft PowerPoint
Business Applications
1 13 (61.90%) SAP MII
1 13 (61.90%) SAP MM
1 13 (61.90%) SAP PP
1 13 (61.90%) SAP PP-PI
Cloud Services
1 2 (9.52%) Microsoft Azure
Communications & Networking
1 1 (4.76%) NAS
1 1 (4.76%) SAN
1 1 (4.76%) WAN
Database & Business Intelligence
1 6 (28.57%) SQL Server
2 2 (9.52%) Power BI
2 2 (9.52%) QlikView
2 2 (9.52%) SQL Server 2014
2 2 (9.52%) SQL Server 2016
2 2 (9.52%) Yellowfin
3 1 (4.76%) NoSQL
3 1 (4.76%) Relational Database
Development Applications
1 4 (19.05%) SQL Server Management Studio (SSMS)
General
1 13 (61.90%) Manufacturing
2 1 (4.76%) Banking
2 1 (4.76%) Games
Job Titles
1 16 (76.19%) Analyst
2 14 (66.67%) Business Analyst
3 13 (61.90%) Business Systems Analyst
4 4 (19.05%) Research Scientist
5 2 (9.52%) Data Analyst
6 1 (4.76%) Credit Analyst
6 1 (4.76%) Credit Risk Analyst
6 1 (4.76%) Data Scientist
6 1 (4.76%) Data Visualisation Analyst
6 1 (4.76%) Machine Learning Scientist
6 1 (4.76%) Risk Analyst
6 1 (4.76%) Risk Data Analyst
6 1 (4.76%) SQL Analyst
6 1 (4.76%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (61.90%) SAPUI5
Miscellaneous
1 4 (19.05%) Computer Science
2 1 (4.76%) Analytical Skills
2 1 (4.76%) Credit Risk
2 1 (4.76%) Data Centre
Processes & Methodologies
1 13 (61.90%) Demand Management
1 13 (61.90%) IT Strategy
1 13 (61.90%) Record to Report
2 7 (33.33%) Mathematics
2 7 (33.33%) Statistics
3 5 (23.81%) Analytics
3 5 (23.81%) Bayesian Methods
3 5 (23.81%) Statistical Analysis
4 4 (19.05%) Agile Software Development
4 4 (19.05%) Applied Mathematics
4 4 (19.05%) Econometrics
4 4 (19.05%) Mathematical Modelling
4 4 (19.05%) Operations Research
4 4 (19.05%) Price Optimisation
4 4 (19.05%) Pricing Strategy
4 4 (19.05%) Time Series Analysis
5 3 (14.29%) Data Analysis
5 3 (14.29%) Data Visualisation
5 3 (14.29%) Visualisation
6 2 (9.52%) Physics
Programming Languages
1 6 (28.57%) SQL
2 5 (23.81%) C++
2 5 (23.81%) Python
2 5 (23.81%) R
3 4 (19.05%) C#
4 2 (9.52%) T-SQL
Qualifications
1 6 (28.57%) Degree
2 5 (23.81%) PhD
3 4 (19.05%) Master's Degree
4 2 (9.52%) Numerate Degree
Quality Assurance & Compliance
1 13 (61.90%) SLA
Vendors
1 13 (61.90%) SAP
2 4 (19.05%) Microsoft
3 2 (9.52%) MicroStrategy
3 2 (9.52%) Tableau