The following table provides summary statistics for permanent job vacancies with a requirement for Econometrics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Econometrics over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Econometrics
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 838 917 932
Rank change year-on-year +79 +15  
Permanent jobs citing Econometrics 14 33 22
As % of all permanent IT jobs advertised in the UK 0.016% 0.032% 0.021%
As % of the Processes & Methodologies category 0.018% 0.036% 0.024%
Number of salaries quoted 12 30 15
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.16% +9.09%  
90% offered a salary of more than £35,850 £34,500 £47,000
10% offered a salary of more than £86,750 £91,000 £61,500
UK excluding London median salary £52,500 £30,000 £56,250
% change year-on-year +75.00% -46.66%  

Econometrics 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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 76116 92469 93160
As % of all permanent IT job vacancies advertised in the UK 89.12% 88.57% 87.00%
Number of salaries quoted 62627 76549 75387
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Econometrics
Job Vacancy Trend

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

Job vacancy trend for Econometrics in the UK

Econometrics
Salary Trend

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

Salary trend for Econometrics in the UK

Econometrics
Salary Histogram

The salary distribution of IT jobs citing Econometrics over the 3 months to 29 March 2017.

Salary histogram for Econometrics in the UK

Econometrics
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Econometrics within the UK over the 3 months to 29 March 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
England +54 13 £65,000 +8.33% 7
London +45 9 £65,000 -3.70% 7
South East - 2 £65,000 -
Milton Keynes - 2 £65,000 -
Buckinghamshire - 2 £65,000 -
City of London +33 1 £80,000 +60.00% 3
Chiswick - 1 £55,000 -
Wales - 1 £34,000 -
Cardiff - 1 £34,000 -
Somerset - 1 £52,500 -
South Wales - 1 £34,000 -
Yorkshire - 1 £52,500 -
South West - 1 £52,500 -
Bath - 1 £52,500 -
Leeds - 1 £52,500 -
West Yorkshire - 1 £52,500 -

For the 6 months to 29 March 2017, IT jobs citing Econometrics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Econometrics.

1 33 (73.33%) SQL
2 31 (68.89%) Statistics
3 28 (62.22%) R
4 26 (57.78%) Python
5 25 (55.56%) Mathematics
6 20 (44.44%) Machine Learning
7 16 (35.56%) PhD
8 15 (33.33%) Degree
9 14 (31.11%) Analytical Skills
10 13 (28.89%) SAS
11 12 (26.67%) E-Commerce
12 11 (24.44%) SQL Server
12 11 (24.44%) Analytics
12 11 (24.44%) Visualisation
13 10 (22.22%) Big Data
14 9 (20.00%) Algorithms
14 9 (20.00%) MS Excel
14 9 (20.00%) Data Analysis
15 8 (17.78%) EViews
16 7 (15.56%) Apache Hive
16 7 (15.56%) Marketing
17 6 (13.33%) Economics
17 6 (13.33%) JavaScript
17 6 (13.33%) MS Office
17 6 (13.33%) Data Modelling
17 6 (13.33%) Data Mining
17 6 (13.33%) Microsoft
17 6 (13.33%) Internet
17 6 (13.33%) Hadoop
17 6 (13.33%) Apache Pig

Econometrics
Co-occurring IT Skills 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 13 (28.89%) SAS
2 6 (13.33%) Apache Pig
3 3 (6.67%) Apache Spark
Applications
1 9 (20.00%) MS Excel
2 8 (17.78%) EViews
3 6 (13.33%) MS Office
4 2 (4.44%) SPSS
Business Applications
1 1 (2.22%) SAP Oil and Gas
Cloud Services
1 3 (6.67%) Google Analytics
2 1 (2.22%) Adobe Analytics
2 1 (2.22%) Amazon AWS
2 1 (2.22%) Amazon EMR
2 1 (2.22%) Amazon S3
2 1 (2.22%) Cloud Computing
2 1 (2.22%) Responsys
Communications & Networking
1 6 (13.33%) Internet
Database & Business Intelligence
1 11 (24.44%) SQL Server
2 10 (22.22%) Big Data
3 7 (15.56%) Apache Hive
4 6 (13.33%) Data Mining
4 6 (13.33%) Hadoop
5 4 (8.89%) QlikView
6 3 (6.67%) NoSQL
6 3 (6.67%) Spotfire
7 1 (2.22%) Amazon Redshift
7 1 (2.22%) Blockchain
7 1 (2.22%) SQL Server 2008
General
1 7 (15.56%) Marketing
2 4 (8.89%) Finance
3 3 (6.67%) Games
4 2 (4.44%) Advertising
4 2 (4.44%) Automotive
4 2 (4.44%) Telecoms
5 1 (2.22%) Electronics
5 1 (2.22%) Manufacturing
Job Titles
1 24 (53.33%) Data Scientist
2 11 (24.44%) Senior Data Scientist
3 8 (17.78%) Analyst
4 7 (15.56%) Data Analyst
4 7 (15.56%) Graduate
5 3 (6.67%) Data Visualisation Specialist
5 3 (6.67%) Technical Analyst
5 3 (6.67%) Technical Specialist
6 2 (4.44%) Analytics Consultant
6 2 (4.44%) Analytics Manager
6 2 (4.44%) Consultant
6 2 (4.44%) Market Analyst
6 2 (4.44%) Marketing Manager
7 1 (2.22%) Developer
7 1 (2.22%) Digital Marketing Consultant
7 1 (2.22%) Digital Marketing Manager
7 1 (2.22%) Market Risk Analyst
7 1 (2.22%) Marketing Consultant
7 1 (2.22%) Senior Consultant
7 1 (2.22%) Senior Marketing Consultant
Libraries, Frameworks & Software Standards
1 3 (6.67%) Pandas
2 1 (2.22%) .NET
2 1 (2.22%) D3.js
Miscellaneous
1 14 (31.11%) Analytical Skills
2 9 (20.00%) Algorithms
3 5 (11.11%) Computer Science
4 2 (4.44%) Market Risk
5 1 (2.22%) Fintech
5 1 (2.22%) Social Media
Processes & Methodologies
1 31 (68.89%) Statistics
2 25 (55.56%) Mathematics
3 20 (44.44%) Machine Learning
4 12 (26.67%) E-Commerce
5 11 (24.44%) Analytics
5 11 (24.44%) Visualisation
6 9 (20.00%) Data Analysis
7 6 (13.33%) Data Modelling
7 6 (13.33%) Economics
8 5 (11.11%) Data Visualisation
9 4 (8.89%) Applied Mathematics
9 4 (8.89%) Bayesian Methods
9 4 (8.89%) Business Intelligence
9 4 (8.89%) Data Cleansing
9 4 (8.89%) Data Extraction
9 4 (8.89%) Decision Tree
9 4 (8.89%) Predictive Modelling
9 4 (8.89%) Statistical Analysis
9 4 (8.89%) Statistical Computing
9 4 (8.89%) Statistical Modelling
Programming Languages
1 33 (73.33%) SQL
2 28 (62.22%) R
3 26 (57.78%) Python
4 6 (13.33%) JavaScript
5 4 (8.89%) MATLAB
6 3 (6.67%) Shell Script
6 3 (6.67%) VBA
7 1 (2.22%) C#
7 1 (2.22%) Java
Qualifications
1 16 (35.56%) PhD
2 15 (33.33%) Degree
3 1 (2.22%) MBA
Vendors
1 6 (13.33%) Microsoft
2 4 (8.89%) Tableau
3 3 (6.67%) Google
4 1 (2.22%) Adobe
4 1 (2.22%) SAP
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