Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Economics
England > East of England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 305 335 389
Rank change year-on-year +30 +54 -14
Permanent jobs citing Economics 52 25 5
As % of all permanent IT jobs advertised in the East of England 0.43% 0.19% 0.033%
As % of the Processes & Methodologies category 0.49% 0.22% 0.037%
Number of salaries quoted 48 20 5
East of England median annual salary £80,000 £47,500 £67,500
Median salary % change year-on-year +68.42% -29.63% +117.74%
10th Percentile £48,750 £25,000 £34,150
90th Percentile £90,000 £54,125 £71,250
England median annual salary £60,000 £50,000 £57,500
% change year-on-year +20.00% -13.04% +15.00%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10617 11542 13379
As % of all permanent IT jobs advertised in the East of England 88.05% 88.51% 87.15%
Number of salaries quoted 8626 9519 10992
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Economics
Job Vacancy Trend in the East of England

Job postings citing Economics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Economics in the East of England

Economics
Salary Trend in the East of England

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

Salary trend for Economics in the East of England

Economics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Economics in the East of England over the 6 months to 20 November 2017.

Salary histogram for Economics in the East of England

Economics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the East of England region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire +1 41 £80,000 -
Suffolk +15 6 £50,000 -4.76%
Essex +24 5 £60,000 +9.09%
Economics
England

For the 6 months to 20 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 East of England region with a requirement for Economics.

1 48 (92.31%) Mathematics
2 47 (90.38%) Statistics
3 43 (82.69%) Python
4 39 (75.00%) PhD
4 39 (75.00%) MATLAB
4 39 (75.00%) Artificial Intelligence
4 39 (75.00%) Physics
4 39 (75.00%) Computer Science
4 39 (75.00%) Machine Learning
4 39 (75.00%) Julia
5 30 (57.69%) SQL
6 24 (46.15%) Finance
6 24 (46.15%) Bayesian Methods
7 23 (44.23%) Deep Learning
7 23 (44.23%) R
7 23 (44.23%) Neural Network
7 23 (44.23%) Probabilistic Modelling
8 20 (38.46%) Algorithms
9 16 (30.77%) Creative Thinking
9 16 (30.77%) Software Engineering
9 16 (30.77%) Open Source
9 16 (30.77%) Probability Theory
10 13 (25.00%) Analytical Skills
11 12 (23.08%) C++
11 12 (23.08%) Java
12 11 (21.15%) Tableau
13 9 (17.31%) Business Intelligence
14 8 (15.38%) Analytics
14 8 (15.38%) Degree
14 8 (15.38%) Data Analysis

Economics
Co-occurring IT Skills in the East of 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 2 (3.85%) SAS
Applications
1 4 (7.69%) Spreadsheet
2 2 (3.85%) Microsoft Excel
2 2 (3.85%) Microsoft Office
2 2 (3.85%) Microsoft PowerPoint
Database & Business Intelligence
1 7 (13.46%) Power BI
2 6 (11.54%) Semantic Layer
3 5 (9.62%) Big Data
3 5 (9.62%) Data Warehouse
3 5 (9.62%) Hadoop
4 4 (7.69%) GIS
4 4 (7.69%) Microsoft Power View
4 4 (7.69%) PowerPivot
4 4 (7.69%) Spotfire
4 4 (7.69%) SQL Server
4 4 (7.69%) SQL Server Reporting Services
5 2 (3.85%) Crystal Reports
5 2 (3.85%) QlikView
5 2 (3.85%) Relational Database
5 2 (3.85%) SAS Visual Analytics
Development Applications
1 2 (3.85%) Visual Studio
General
1 24 (46.15%) Finance
2 2 (3.85%) Automotive
2 2 (3.85%) Publishing
2 2 (3.85%) Retail
Job Titles
1 20 (38.46%) Machine Learning Researcher
2 16 (30.77%) Research Engineer
3 14 (26.92%) Software Engineer
4 11 (21.15%) Python Software Engineer
5 10 (19.23%) Analyst
6 6 (11.54%) Business Intelligence Analyst
6 6 (11.54%) Machine Learning Engineer
7 5 (9.62%) Business Intelligence Specialist
8 4 (7.69%) Data Analyst
9 3 (5.77%) Big Data Specialist
9 3 (5.77%) Hadoop Specialist
9 3 (5.77%) Report Specialist
9 3 (5.77%) Tableau Specialist
10 2 (3.85%) Business Analyst
10 2 (3.85%) Business Intelligence Business Analyst
10 2 (3.85%) MATLAB Engineer
10 2 (3.85%) Optimisation Engineer
10 2 (3.85%) Research Scientist
10 2 (3.85%) Statistical Researcher
11 1 (1.92%) Research Manager
Libraries, Frameworks & Software Standards
1 3 (5.77%) TensorFlow
2 2 (3.85%) XML
Miscellaneous
1 39 (75.00%) Computer Science
2 20 (38.46%) Algorithms
3 13 (25.00%) Analytical Skills
4 4 (7.69%) Enterprise Software
Processes & Methodologies
1 48 (92.31%) Mathematics
2 47 (90.38%) Statistics
3 39 (75.00%) Artificial Intelligence
3 39 (75.00%) Machine Learning
3 39 (75.00%) Physics
4 24 (46.15%) Bayesian Methods
5 23 (44.23%) Deep Learning
5 23 (44.23%) Neural Network
5 23 (44.23%) Probabilistic Modelling
6 16 (30.77%) Creative Thinking
6 16 (30.77%) Open Source
6 16 (30.77%) Probability Theory
6 16 (30.77%) Software Engineering
7 9 (17.31%) Business Intelligence
8 8 (15.38%) Analytics
8 8 (15.38%) Data Analysis
9 6 (11.54%) Data Analytics
9 6 (11.54%) Product Management
10 5 (9.62%) Data Management
10 5 (9.62%) Front End Development
Programming Languages
1 43 (82.69%) Python
2 39 (75.00%) Julia
2 39 (75.00%) MATLAB
3 30 (57.69%) SQL
4 23 (44.23%) R
5 12 (23.08%) C++
5 12 (23.08%) Java
6 4 (7.69%) JavaScript
Qualifications
1 39 (75.00%) PhD
2 8 (15.38%) Degree
Quality Assurance & Compliance
1 4 (7.69%) QA
System Software
1 2 (3.85%) Active Directory
Vendors
1 11 (21.15%) Tableau
2 6 (11.54%) Microsoft
3 5 (9.62%) Oracle
4 2 (3.85%) TOWER Software