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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Economics
East of England / Cambridgeshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 124 125 134
Rank change year-on-year +1 +9  
Permanent jobs citing Economics 23 2 1
As % of all permanent IT jobs advertised in Cambridgeshire 1.18% 0.11% 0.047%
As % of the Processes & Methodologies category 1.34% 0.12% 0.055%
Number of salaries quoted 23 0 1
Median salary £80,000 - £37,500
UK excluding London median salary £45,000 £35,000 £40,000
% change year-on-year +28.57% -12.50%  

Economics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1714 1662 1825
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.21% 88.73% 85.04%
Number of salaries quoted 1312 1379 1528
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £32,100 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Economics
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Economics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 27 June 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 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +7 23 £80,000 - 2
Economics
East of England

For the 6 months to 27 June 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 23 (100.00%) Python
1 23 (100.00%) PhD
1 23 (100.00%) MATLAB
1 23 (100.00%) Artificial Intelligence
1 23 (100.00%) Statistics
1 23 (100.00%) Mathematics
1 23 (100.00%) Physics
1 23 (100.00%) Computer Science
1 23 (100.00%) Machine Learning
1 23 (100.00%) Julia
2 19 (82.61%) Deep Learning
2 19 (82.61%) Bayesian Methods
2 19 (82.61%) SQL
2 19 (82.61%) R
2 19 (82.61%) Neural Network
2 19 (82.61%) Probabilistic Modelling
3 6 (26.09%) TensorFlow
4 4 (17.39%) Software Engineering
4 4 (17.39%) Probability Theory
4 4 (17.39%) Algorithms
4 4 (17.39%) Open Source
5 1 (4.35%) Decision Tree
5 1 (4.35%) Finance
5 1 (4.35%) Big Data
5 1 (4.35%) Statistical Inference

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:

Database & Business Intelligence
1 1 (4.35%) Big Data
General
1 1 (4.35%) Finance
Job Titles
1 12 (52.17%) Machine Learning Researcher
2 5 (21.74%) Project Manager
3 4 (17.39%) Research Engineer
3 4 (17.39%) Research Manager
3 4 (17.39%) Software Engineer
4 3 (13.04%) Machine Learning Engineer
5 2 (8.70%) Lead Project Manager
5 2 (8.70%) MATLAB Engineer
5 2 (8.70%) Python Software Engineer
6 1 (4.35%) Statistical Researcher
6 1 (4.35%) Technical Leader
6 1 (4.35%) Technical Manager
6 1 (4.35%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 6 (26.09%) TensorFlow
Miscellaneous
1 23 (100.00%) Computer Science
2 4 (17.39%) Algorithms
Processes & Methodologies
1 23 (100.00%) Artificial Intelligence
1 23 (100.00%) Machine Learning
1 23 (100.00%) Mathematics
1 23 (100.00%) Physics
1 23 (100.00%) Statistics
2 19 (82.61%) Bayesian Methods
2 19 (82.61%) Deep Learning
2 19 (82.61%) Neural Network
2 19 (82.61%) Probabilistic Modelling
3 4 (17.39%) Open Source
3 4 (17.39%) Probability Theory
3 4 (17.39%) Software Engineering
4 1 (4.35%) Decision Tree
4 1 (4.35%) Statistical Inference
Programming Languages
1 23 (100.00%) Julia
1 23 (100.00%) MATLAB
1 23 (100.00%) Python
2 19 (82.61%) R
2 19 (82.61%) SQL
Qualifications
1 23 (100.00%) PhD
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: Yesterday