Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 489 514 548
Rank change year-on-year +25 +34 +43
Permanent jobs citing Economics 60 76 104
As % of all permanent IT jobs advertised in the South East 0.20% 0.22% 0.24%
As % of the Processes & Methodologies category 0.22% 0.25% 0.28%
Number of salaries quoted 34 56 111
South East median annual salary £65,000 £35,000 £60,000
Median salary % change year-on-year +85.71% -41.67% +14.29%
10th Percentile £23,500 £28,000 £24,000
90th Percentile £72,500 £47,500 £83,750
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 South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26767 30310 37262
As % of all permanent IT jobs advertised in the South East 87.47% 87.42% 86.96%
Number of salaries quoted 22046 25151 30804
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £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 South East

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

Job vacancy trend for Economics in the South East

Economics
Salary Trend in the South East

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

Salary trend for Economics in the South East

Economics
Salary Histogram in the South East

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

Salary histogram for Economics in the South East

Economics
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Economics within the South East 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
Thames Valley +32 49 £70,000 +100.00% 4
Berkshire +42 27 £45,000 +38.46% 2
Oxfordshire - 21 £70,000 - 2
Kent +14 9 £24,000 -31.43% 1
Hampshire +12 2 - -
Buckinghamshire -6 1 £40,000 +9.59%
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 South East region with a requirement for Economics.

1 48 (80.00%) Mathematics
2 30 (50.00%) SQL
3 24 (40.00%) Marketing
3 24 (40.00%) Algorithms
4 22 (36.67%) Analytical Skills
5 21 (35.00%) Statistics
5 21 (35.00%) Computer Science
6 20 (33.33%) Stakeholder Management
6 20 (33.33%) Python
7 19 (31.67%) Physics
7 19 (31.67%) R
7 19 (31.67%) Adobe Analytics
7 19 (31.67%) Personalization
8 18 (30.00%) Julia
8 18 (30.00%) Deep Learning
8 18 (30.00%) Machine Learning
8 18 (30.00%) Big Data
8 18 (30.00%) Neural Network
8 18 (30.00%) Agile Software Development
8 18 (30.00%) PhD
8 18 (30.00%) MATLAB
9 17 (28.33%) Degree
9 17 (28.33%) Bayesian Methods
9 17 (28.33%) Probabilistic Modelling
10 16 (26.67%) Natural Language Processing
10 16 (26.67%) Finance
11 15 (25.00%) TensorFlow
12 14 (23.33%) Analytics
12 14 (23.33%) Google
13 13 (21.67%) Business Intelligence

Economics
Co-occurring IT Skills in the South East 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 7 (11.67%) Microsoft Excel
2 6 (10.00%) Microsoft Office
2 6 (10.00%) Microsoft PowerPoint
Business Applications
1 2 (3.33%) Salesforce.com CRM
Cloud Services
1 19 (31.67%) Adobe Analytics
2 1 (1.67%) Google Analytics
Communications & Networking
1 1 (1.67%) Firewall
1 1 (1.67%) NAS
1 1 (1.67%) SAN
1 1 (1.67%) WAN
Database & Business Intelligence
1 18 (30.00%) Big Data
2 6 (10.00%) BusinessObjects
2 6 (10.00%) Data Warehouse
3 4 (6.67%) Qlik Sense
3 4 (6.67%) QlikView
4 2 (3.33%) Data Mining
General
1 24 (40.00%) Marketing
2 16 (26.67%) Finance
3 8 (13.33%) Games
4 4 (6.67%) Advertising
5 1 (1.67%) Legal
5 1 (1.67%) Telecoms
Job Titles
1 23 (38.33%) Analyst
2 17 (28.33%) Machine Learning Researcher
3 12 (20.00%) Business Intelligence Analyst
3 12 (20.00%) Senior Manager
4 6 (10.00%) Analytics Manager
4 6 (10.00%) Data Manager
4 6 (10.00%) Digital Analyst
4 6 (10.00%) Digital Analytics Manager
4 6 (10.00%) Operations Manager
4 6 (10.00%) Performance Analyst
4 6 (10.00%) Performance Manager
4 6 (10.00%) Senior Analyst
4 6 (10.00%) Senior Performance Analyst
5 3 (5.00%) Business Analyst
6 2 (3.33%) Consultant
6 2 (3.33%) Data Analyst
6 2 (3.33%) Software Consultant
6 2 (3.33%) Support Consultant
7 1 (1.67%) Computer Engineer
7 1 (1.67%) Graduate
Libraries, Frameworks & Software Standards
1 16 (26.67%) Natural Language Processing
2 15 (25.00%) TensorFlow
3 1 (1.67%) CSS
3 1 (1.67%) HTML
Miscellaneous
1 24 (40.00%) Algorithms
2 22 (36.67%) Analytical Skills
3 21 (35.00%) Computer Science
4 6 (10.00%) User Experience
5 4 (6.67%) Digital Media
6 2 (3.33%) Mobile Games
7 1 (1.67%) Data Centre
7 1 (1.67%) Fintech
7 1 (1.67%) Foreign Exchange (FX)
7 1 (1.67%) NHS
7 1 (1.67%) Robotics
Processes & Methodologies
1 48 (80.00%) Mathematics
2 21 (35.00%) Statistics
3 20 (33.33%) Stakeholder Management
4 19 (31.67%) Personalization
4 19 (31.67%) Physics
5 18 (30.00%) Agile Software Development
5 18 (30.00%) Deep Learning
5 18 (30.00%) Machine Learning
5 18 (30.00%) Neural Network
6 17 (28.33%) Bayesian Methods
6 17 (28.33%) Probabilistic Modelling
7 14 (23.33%) Analytics
8 13 (21.67%) Business Intelligence
9 12 (20.00%) Digital Analytics
9 12 (20.00%) Digital Marketing
10 11 (18.33%) Actionable Insight
11 9 (15.00%) Visualisation
12 8 (13.33%) CRM
13 7 (11.67%) Data Visualisation
13 7 (11.67%) Multivariate Testing
Programming Languages
1 30 (50.00%) SQL
2 20 (33.33%) Python
3 19 (31.67%) R
4 18 (30.00%) Julia
4 18 (30.00%) MATLAB
5 1 (1.67%) C
5 1 (1.67%) C++
5 1 (1.67%) JavaScript
Qualifications
1 18 (30.00%) PhD
2 17 (28.33%) Degree
3 2 (3.33%) Numerate Degree
4 1 (1.67%) ACCA
4 1 (1.67%) CIMA
4 1 (1.67%) ITIL Certification
4 1 (1.67%) Master's Degree
Quality Assurance & Compliance
1 1 (1.67%) PCI DSS
1 1 (1.67%) PMO
Vendors
1 14 (23.33%) Google
2 12 (20.00%) Adobe
3 6 (10.00%) Facebook
3 6 (10.00%) Microsoft
3 6 (10.00%) Tealium
4 4 (6.67%) Cognos
5 2 (3.33%) Salesforce.com
6 1 (1.67%) Monetate