The following table provides summary statistics for permanent job vacancies advertised in England 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Econometrics
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 844 886 913
Rank change year-on-year +42 +27  
Permanent jobs citing Econometrics 22 25 40
As % of all permanent IT jobs advertised in England 0.026% 0.027% 0.039%
As % of the Processes & Methodologies category 0.029% 0.030% 0.044%
Number of salaries quoted 16 24 11
Median salary £55,000 £46,250 £49,000
Median salary % change year-on-year +18.91% -5.61%  
90% offered a salary of more than £30,000 £31,800 £37,500
10% offered a salary of more than £67,500 £90,000 £55,000
UK excluding London median salary £42,500 £26,500 £52,000
% change year-on-year +60.37% -49.03%  

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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75142 82315 90296
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 88.00%
Number of salaries quoted 60877 69674 74649
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Econometrics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Econometrics
Salary Trend in England

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

Salary trend for Econometrics in England

Econometrics
Salary Histogram in England

The salary distribution of IT jobs citing Econometrics in England over the 3 months to 27 June 2017.

Salary histogram for Econometrics in England

Econometrics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Econometrics within the England 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
London +23 10 £60,000 +11.62% 4
East of England - 6 - - 2
North West - 3 £30,000 -
North East - 2 £55,000 -
Yorkshire - 1 £47,500 -
Econometrics
UK

For the 6 months to 27 June 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 across the England region with a requirement for Econometrics.

1 28 (80.00%) Statistics
2 25 (71.43%) R
3 24 (68.57%) Analytical Skills
4 23 (65.71%) Mathematics
4 23 (65.71%) Python
5 22 (62.86%) SQL
6 21 (60.00%) Analytics
7 19 (54.29%) Machine Learning
8 17 (48.57%) SAS
8 17 (48.57%) Degree
9 14 (40.00%) Statistical Modelling
10 13 (37.14%) Visualisation
10 13 (37.14%) MATLAB
11 11 (31.43%) Big Data
12 10 (28.57%) Data Visualisation
12 10 (28.57%) Tableau
12 10 (28.57%) PhD
13 9 (25.71%) Data Mining
13 9 (25.71%) Marketing
13 9 (25.71%) Hadoop
14 7 (20.00%) Apache Spark
14 7 (20.00%) Numerate Degree
14 7 (20.00%) Apache Hive
14 7 (20.00%) Amazon AWS
14 7 (20.00%) Microsoft Excel
14 7 (20.00%) Advertising
14 7 (20.00%) Retail
15 6 (17.14%) Data Management
15 6 (17.14%) Data Analysis
15 6 (17.14%) JSON

Econometrics
Co-occurring IT Skills in 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:

Application Platforms
1 17 (48.57%) SAS
2 7 (20.00%) Apache Spark
3 1 (2.86%) Apache Pig
Applications
1 7 (20.00%) Microsoft Excel
2 3 (8.57%) SPSS
3 2 (5.71%) EViews
4 1 (2.86%) Microsoft Office
4 1 (2.86%) Microsoft PowerPoint
Business Applications
1 1 (2.86%) SAP Oil and Gas
Cloud Services
1 7 (20.00%) Amazon AWS
2 1 (2.86%) Amazon EMR
2 1 (2.86%) Amazon S3
2 1 (2.86%) Cloud Computing
2 1 (2.86%) Google Analytics
Communications & Networking
1 1 (2.86%) Internet
Database & Business Intelligence
1 11 (31.43%) Big Data
2 9 (25.71%) Data Mining
2 9 (25.71%) Hadoop
3 7 (20.00%) Apache Hive
4 6 (17.14%) Impala
5 4 (11.43%) SQL Server
6 3 (8.57%) QlikView
6 3 (8.57%) Relational Database
7 1 (2.86%) Amazon Redshift
7 1 (2.86%) Apache Cassandra
7 1 (2.86%) Blockchain
7 1 (2.86%) BusinessObjects
7 1 (2.86%) NoSQL
7 1 (2.86%) Sisense
7 1 (2.86%) SQL Server 2008
7 1 (2.86%) SQL Server 2012
General
1 9 (25.71%) Marketing
2 7 (20.00%) Advertising
2 7 (20.00%) Retail
3 6 (17.14%) Finance
4 1 (2.86%) Banking
4 1 (2.86%) Electronics
4 1 (2.86%) Manufacturing
4 1 (2.86%) Telecoms
Job Titles
1 14 (40.00%) Data Scientist
2 10 (28.57%) Consultant
3 9 (25.71%) Analytics Consultant
4 7 (20.00%) Data Analytics Consultant
4 7 (20.00%) Data Consultant
5 6 (17.14%) SAS Consultant
6 5 (14.29%) Senior Consultant
7 3 (8.57%) Analyst
7 3 (8.57%) Senior Data Analytics Consultant
7 3 (8.57%) Senior SAS Consultant
8 2 (5.71%) Data Analyst
8 2 (5.71%) Developer
8 2 (5.71%) Digital Analytics Consultant
8 2 (5.71%) Digital Marketing Consultant
8 2 (5.71%) Marketing Analytics Consultant
8 2 (5.71%) Marketing Consultant
8 2 (5.71%) Senior Data Scientist
8 2 (5.71%) Senior Marketing Consultant
9 1 (2.86%) Strategy Manager
9 1 (2.86%) Technology Consultant
Libraries, Frameworks & Software Standards
1 6 (17.14%) JSON
1 6 (17.14%) Web Services
2 3 (8.57%) Natural Language Processing
3 2 (5.71%) .NET
4 1 (2.86%) D3.js
Miscellaneous
1 24 (68.57%) Analytical Skills
2 6 (17.14%) Algorithms
2 6 (17.14%) Foreign Exchange (FX)
3 5 (14.29%) Computer Science
4 2 (5.71%) Greenfield Project
5 1 (2.86%) Credit Risk
5 1 (2.86%) Data Structures
5 1 (2.86%) Fintech
5 1 (2.86%) Linux Command Line
5 1 (2.86%) Market Risk
5 1 (2.86%) Reinsurance
5 1 (2.86%) Social Media
Operating Systems
1 1 (2.86%) Linux
Processes & Methodologies
1 28 (80.00%) Statistics
2 23 (65.71%) Mathematics
3 21 (60.00%) Analytics
4 19 (54.29%) Machine Learning
5 14 (40.00%) Statistical Modelling
6 13 (37.14%) Visualisation
7 10 (28.57%) Data Visualisation
8 6 (17.14%) Customer Analytics
8 6 (17.14%) Data Analysis
8 6 (17.14%) Data Analytics
8 6 (17.14%) Data Management
8 6 (17.14%) Experimental Design
8 6 (17.14%) Personalization
8 6 (17.14%) Yield Management
9 5 (14.29%) E-Commerce
9 5 (14.29%) Economics
9 5 (14.29%) Operations Research
10 4 (11.43%) Data Modelling
10 4 (11.43%) Physics
10 4 (11.43%) Statistical Analysis
Programming Languages
1 25 (71.43%) R
2 23 (65.71%) Python
3 22 (62.86%) SQL
4 13 (37.14%) MATLAB
5 3 (8.57%) VBA
6 2 (5.71%) C#
6 2 (5.71%) Java
7 1 (2.86%) JavaScript
7 1 (2.86%) Ruby
7 1 (2.86%) Scala
Qualifications
1 17 (48.57%) Degree
2 10 (28.57%) PhD
3 7 (20.00%) Numerate Degree
4 3 (8.57%) Master's Degree
5 1 (2.86%) MBA
Quality Assurance & Compliance
1 6 (17.14%) Data Quality
2 1 (2.86%) Actionable Recommendations
2 1 (2.86%) IFRS
System Software
1 6 (17.14%) Apache Flume
Vendors
1 10 (28.57%) Tableau
2 1 (2.86%) Cloudera
2 1 (2.86%) Google
2 1 (2.86%) Hortonworks
2 1 (2.86%) Microsoft
2 1 (2.86%) SAP
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