Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Economics
East of England > Cambridgeshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 168 181 194
Rank change year-on-year +13 +13 +11
Permanent jobs citing Economics 38 1 3
As % of all permanent IT jobs advertised in Cambridgeshire 0.90% 0.029% 0.073%
As % of the Processes & Methodologies category 0.98% 0.033% 0.082%
Number of salaries quoted 37 0 3
Cambridgeshire median annual salary £80,000 - £67,500
10th Percentile £68,000 - £63,750
90th Percentile £90,000 - £71,250
East of England median annual salary £80,000 £47,500 £67,500
% change year-on-year +68.42% -29.63% +117.74%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3891 3058 3643
As % of all permanent IT jobs advertised in Cambridgeshire 92.18% 88.30% 88.29%
Number of salaries quoted 2977 2517 3147
Cambridgeshire median annual salary £47,500 £45,000 £44,500
Median salary % change year-on-year +5.56% +1.12% +5.95%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £63,750
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Economics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Economics in Cambridgeshire

Economics
Salary Trend in Cambridgeshire

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

Salary trend for Economics in Cambridgeshire

Economics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Economics in Cambridgeshire over the 6 months to 24 November 2017.

Salary histogram for Economics in Cambridgeshire

Economics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the Cambridgeshire region over the 6 months to 24 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
Cambridge +2 38 £80,000 -
Economics
East of England

For the 6 months to 24 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 Cambridgeshire region with a requirement for Economics.

1 38 (100.00%) Statistics
1 38 (100.00%) Mathematics
2 36 (94.74%) Physics
2 36 (94.74%) Computer Science
2 36 (94.74%) Machine Learning
2 36 (94.74%) Python
2 36 (94.74%) PhD
2 36 (94.74%) MATLAB
2 36 (94.74%) Artificial Intelligence
2 36 (94.74%) Julia
3 22 (57.89%) SQL
4 21 (55.26%) Bayesian Methods
5 20 (52.63%) Probabilistic Modelling
5 20 (52.63%) Neural Network
5 20 (52.63%) R
5 20 (52.63%) Deep Learning
5 20 (52.63%) Finance
6 16 (42.11%) Creative Thinking
6 16 (42.11%) Probability Theory
6 16 (42.11%) Algorithms
6 16 (42.11%) Open Source
6 16 (42.11%) Software Engineering
7 12 (31.58%) C++
7 12 (31.58%) Java
8 4 (10.53%) Time Series Forecasting
9 2 (5.26%) Analytical Skills
9 2 (5.26%) TensorFlow
9 2 (5.26%) Decision Tree
9 2 (5.26%) Data Analytics
9 2 (5.26%) Business Analytics

Economics
Co-occurring IT Skills in Cambridgeshire 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 (5.26%) Microsoft Excel
1 2 (5.26%) Microsoft PowerPoint
Database & Business Intelligence
1 2 (5.26%) Crystal Reports
General
1 20 (52.63%) Finance
Job Titles
1 18 (47.37%) Machine Learning Researcher
2 16 (42.11%) Research Engineer
3 14 (36.84%) Software Engineer
4 11 (28.95%) Python Software Engineer
5 6 (15.79%) Machine Learning Engineer
6 2 (5.26%) Analyst
6 2 (5.26%) Data Analyst
6 2 (5.26%) MATLAB Engineer
6 2 (5.26%) Optimisation Engineer
6 2 (5.26%) Research Scientist
7 1 (2.63%) Algorithm Engineer
7 1 (2.63%) Machine Learning Scientist
7 1 (2.63%) Statistical Researcher
Libraries, Frameworks & Software Standards
1 2 (5.26%) TensorFlow
1 2 (5.26%) XML
Miscellaneous
1 36 (94.74%) Computer Science
2 16 (42.11%) Algorithms
3 2 (5.26%) Analytical Skills
Processes & Methodologies
1 38 (100.00%) Mathematics
1 38 (100.00%) Statistics
2 36 (94.74%) Artificial Intelligence
2 36 (94.74%) Machine Learning
2 36 (94.74%) Physics
3 21 (55.26%) Bayesian Methods
4 20 (52.63%) Deep Learning
4 20 (52.63%) Neural Network
4 20 (52.63%) Probabilistic Modelling
5 16 (42.11%) Creative Thinking
5 16 (42.11%) Open Source
5 16 (42.11%) Probability Theory
5 16 (42.11%) Software Engineering
6 4 (10.53%) Time Series Forecasting
7 2 (5.26%) Analytics
7 2 (5.26%) Customer Analytics
7 2 (5.26%) Data Analysis
7 2 (5.26%) Data Analytics
7 2 (5.26%) Decision Tree
7 2 (5.26%) Product Management
Programming Languages
1 36 (94.74%) Julia
1 36 (94.74%) MATLAB
1 36 (94.74%) Python
2 22 (57.89%) SQL
3 20 (52.63%) R
4 12 (31.58%) C++
4 12 (31.58%) Java
Qualifications
1 36 (94.74%) PhD
2 2 (5.26%) Degree
Vendors
1 2 (5.26%) Oracle