Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Economics
England > East of England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 313 332 366
Rank change year-on-year +19 +34 +3
Permanent jobs citing Economics 42 21 14
As % of all permanent IT jobs advertised in the East of England 0.35% 0.17% 0.095%
As % of the Processes & Methodologies category 0.40% 0.19% 0.11%
Number of salaries quoted 35 17 13
East of England median annual salary £77,500 £47,500 £21,000
Median salary % change year-on-year +63.16% +126.19% -61.82%
10th Percentile £52,500 £22,100 £20,500
90th Percentile £90,000 £55,250 £71,250
England median annual salary £60,000 £52,500 £57,500
% change year-on-year +14.29% -8.70% +9.52%

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 10,436 11,061 12,875
As % of all permanent IT jobs advertised in the East of England 88.02% 88.96% 87.48%
Number of salaries quoted 8,479 9,104 10,559
East of England median annual salary £47,500 £45,344 £45,000
Median salary % change year-on-year +4.75% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £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 16 January 2018.

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 16 January 2018. 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 - 25 £80,000 - 1
Essex +25 11 £60,000 +9.09%
Hertfordshire +4 6 £55,000 +61.76% 1
Economics
England

For the 6 months to 16 January 2018, 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 42 (100.00%) Mathematics
2 29 (69.05%) Physics
2 29 (69.05%) Python
3 27 (64.29%) SQL
4 25 (59.52%) Statistics
5 23 (54.76%) Computer Science
5 23 (54.76%) Artificial Intelligence
5 23 (54.76%) PhD
5 23 (54.76%) MATLAB
5 23 (54.76%) Machine Learning
5 23 (54.76%) Julia
6 19 (45.24%) R
6 19 (45.24%) Finance
7 14 (33.33%) Bayesian Methods
8 13 (30.95%) Analytical Skills
8 13 (30.95%) Deep Learning
8 13 (30.95%) Probabilistic Modelling
8 13 (30.95%) Neural Network
9 11 (26.19%) Data Management
9 11 (26.19%) Data Warehouse
9 11 (26.19%) Business Intelligence
9 11 (26.19%) Front End Development
9 11 (26.19%) Tableau
9 11 (26.19%) Big Data
9 11 (26.19%) Hadoop
10 10 (23.81%) Open Source
10 10 (23.81%) Probability Theory
10 10 (23.81%) Algorithms
10 10 (23.81%) C++
10 10 (23.81%) Java

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:

Applications
1 2 (4.76%) Microsoft Excel
1 2 (4.76%) Microsoft PowerPoint
Database & Business Intelligence
1 11 (26.19%) Big Data
1 11 (26.19%) Data Warehouse
1 11 (26.19%) Hadoop
2 6 (14.29%) Power BI
3 5 (11.90%) Relational Database
3 5 (11.90%) Semantic Layer
4 2 (4.76%) Crystal Reports
General
1 19 (45.24%) Finance
2 6 (14.29%) Marketing
3 5 (11.90%) Automotive
3 5 (11.90%) Publishing
Job Titles
1 13 (30.95%) Analyst
1 13 (30.95%) Machine Learning Researcher
2 10 (23.81%) Research Engineer
3 9 (21.43%) Python Software Engineer
3 9 (21.43%) Software Engineer
4 8 (19.05%) Business Intelligence Specialist
5 6 (14.29%) Statistician
6 5 (11.90%) Business Analyst
6 5 (11.90%) Business Intelligence Analyst
6 5 (11.90%) Business Intelligence Business Analyst
7 3 (7.14%) Big Data Specialist
7 3 (7.14%) Business Intelligence Developer
7 3 (7.14%) Developer
7 3 (7.14%) Hadoop Specialist
7 3 (7.14%) Machine Learning Engineer
7 3 (7.14%) Report Specialist
7 3 (7.14%) Tableau Specialist
8 2 (4.76%) Data Analyst
9 1 (2.38%) Optimisation Engineer
9 1 (2.38%) Statistical Researcher
Libraries, Frameworks & Software Standards
1 2 (4.76%) TensorFlow
1 2 (4.76%) XML
Miscellaneous
1 23 (54.76%) Computer Science
2 13 (30.95%) Analytical Skills
3 10 (23.81%) Algorithms
Processes & Methodologies
1 42 (100.00%) Mathematics
2 29 (69.05%) Physics
3 25 (59.52%) Statistics
4 23 (54.76%) Artificial Intelligence
4 23 (54.76%) Machine Learning
5 14 (33.33%) Bayesian Methods
6 13 (30.95%) Deep Learning
6 13 (30.95%) Neural Network
6 13 (30.95%) Probabilistic Modelling
7 11 (26.19%) Business Intelligence
7 11 (26.19%) Data Management
7 11 (26.19%) Front End Development
8 10 (23.81%) Creative Thinking
8 10 (23.81%) Open Source
8 10 (23.81%) Probability Theory
8 10 (23.81%) Software Engineering
9 8 (19.05%) Data Analysis
10 5 (11.90%) Data Architecture
10 5 (11.90%) Visualisation
11 4 (9.52%) Time Series Forecasting
Programming Languages
1 29 (69.05%) Python
2 27 (64.29%) SQL
3 23 (54.76%) Julia
3 23 (54.76%) MATLAB
4 19 (45.24%) R
5 10 (23.81%) C++
5 10 (23.81%) Java
Qualifications
1 23 (54.76%) PhD
2 8 (19.05%) Degree
Vendors
1 11 (26.19%) Tableau
2 8 (19.05%) Oracle