Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Econometrics
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1124 1164 1187
Rank change year-on-year +40 +23 +55
Permanent jobs citing Econometrics 42 39 90
As % of all permanent IT jobs advertised in England 0.025% 0.022% 0.044%
As % of the Processes & Methodologies category 0.028% 0.024% 0.050%
Number of salaries quoted 28 39 67
England median annual salary £57,500 £50,000 £55,000
Median salary % change year-on-year +15.00% -9.09% -
10th Percentile £36,250 £27,500 £30,000
90th Percentile £72,875 £69,500 £95,500
UK median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -

Econometrics 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 151759 160141 181584
As % of all permanent IT jobs advertised in England 89.91% 89.40% 88.76%
Number of salaries quoted 120765 134253 151176
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,500 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Econometrics
Job Vacancy Trend in England

Job postings citing Econometrics as a percentage of all IT jobs advertised in England.

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 6 months to 23 November 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 6 months to 23 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
London +1 22 £55,000 - 4
East of England +17 11 - -
North of England +12 8 £60,000 +100.00%
North West -11 8 £60,000 +100.00%
South West +8 1 £60,000 +20.00%
Econometrics
UK

For the 6 months to 23 November 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 32 (76.19%) Analytics
2 30 (71.43%) Statistics
3 28 (66.67%) SQL
3 28 (66.67%) Python
3 28 (66.67%) Mathematics
4 27 (64.29%) R
5 26 (61.90%) Analytical Skills
6 25 (59.52%) Degree
7 21 (50.00%) SAS
8 18 (42.86%) Statistical Modelling
9 17 (40.48%) Big Data
9 17 (40.48%) Tableau
10 16 (38.10%) Visualisation
11 15 (35.71%) Customer Analytics
11 15 (35.71%) Numerate Degree
12 13 (30.95%) Apache Spark
12 13 (30.95%) Marketing
12 13 (30.95%) Data Visualisation
12 13 (30.95%) Machine Learning
13 12 (28.57%) Amazon AWS
13 12 (28.57%) Yield Management
13 12 (28.57%) Hadoop
13 12 (28.57%) Data Management
13 12 (28.57%) MATLAB
13 12 (28.57%) Web Services
14 11 (26.19%) Foreign Exchange (FX)
14 11 (26.19%) Retail
14 11 (26.19%) Apache Hive
14 11 (26.19%) JSON
14 11 (26.19%) Apache Flume

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 21 (50.00%) SAS
2 13 (30.95%) Apache Spark
3 1 (2.38%) Apache
3 1 (2.38%) Elasticsearch
3 1 (2.38%) Jupyter
Applications
1 9 (21.43%) Microsoft Excel
2 4 (9.52%) Microsoft Office
2 4 (9.52%) Microsoft PowerPoint
2 4 (9.52%) SPSS
3 3 (7.14%) EViews
Cloud Services
1 12 (28.57%) Amazon AWS
2 2 (4.76%) Google Analytics
3 1 (2.38%) Microsoft Azure
Database & Business Intelligence
1 17 (40.48%) Big Data
2 12 (28.57%) Hadoop
3 11 (26.19%) Apache Hive
3 11 (26.19%) Impala
4 6 (14.29%) SQL Server
5 3 (7.14%) Power BI
5 3 (7.14%) QlikView
6 2 (4.76%) Data Warehouse
7 1 (2.38%) Data Mining
7 1 (2.38%) SQL Server 2012
7 1 (2.38%) SQL Server Reporting Services
Development Applications
1 5 (11.90%) SQL Server Management Studio (SSMS)
General
1 13 (30.95%) Marketing
2 11 (26.19%) Retail
3 3 (7.14%) Finance
4 1 (2.38%) Advertising
4 1 (2.38%) Banking
4 1 (2.38%) German Language
4 1 (2.38%) Investment Banking
4 1 (2.38%) Online Betting
Job Titles
1 15 (35.71%) Analytics Consultant
1 15 (35.71%) Consultant
2 11 (26.19%) Data Analytics Consultant
2 11 (26.19%) Data Consultant
2 11 (26.19%) SAS Consultant
3 10 (23.81%) Analyst
4 8 (19.05%) Data Analyst
4 8 (19.05%) Data Scientist
5 5 (11.90%) Senior Consultant
5 5 (11.90%) Senior Data Analytics Consultant
5 5 (11.90%) Senior SAS Consultant
6 4 (9.52%) Research Scientist
6 4 (9.52%) Senior Data Scientist
7 3 (7.14%) Principal Consultant
8 2 (4.76%) Insight Analyst
8 2 (4.76%) Junior
8 2 (4.76%) Junior Analyst
8 2 (4.76%) Senior Analyst
8 2 (4.76%) Senior Data Analyst
8 2 (4.76%) Strategy Manager
Libraries, Frameworks & Software Standards
1 12 (28.57%) Web Services
2 11 (26.19%) JSON
3 3 (7.14%) NumPy
3 3 (7.14%) scikit-learn
4 2 (4.76%) SciPy
5 1 (2.38%) .NET
5 1 (2.38%) CSS
5 1 (2.38%) D3.js
5 1 (2.38%) Highcharts JS
5 1 (2.38%) HTML
5 1 (2.38%) MLlib
5 1 (2.38%) Natural Language Processing
5 1 (2.38%) Pandas
5 1 (2.38%) PySpark
Miscellaneous
1 26 (61.90%) Analytical Skills
2 11 (26.19%) Foreign Exchange (FX)
3 9 (21.43%) Computer Science
4 5 (11.90%) Algorithms
5 3 (7.14%) FMCG
6 2 (4.76%) Digital Media
6 2 (4.76%) Social Media
7 1 (2.38%) Data Structures
7 1 (2.38%) Eurex
7 1 (2.38%) Linux Command Line
7 1 (2.38%) Reinsurance
Operating Systems
1 2 (4.76%) Linux
2 1 (2.38%) Windows
Processes & Methodologies
1 32 (76.19%) Analytics
2 30 (71.43%) Statistics
3 28 (66.67%) Mathematics
4 18 (42.86%) Statistical Modelling
5 16 (38.10%) Visualisation
6 15 (35.71%) Customer Analytics
7 13 (30.95%) Data Visualisation
7 13 (30.95%) Machine Learning
8 12 (28.57%) Data Management
8 12 (28.57%) Yield Management
9 11 (26.19%) Experimental Design
9 11 (26.19%) Personalization
9 11 (26.19%) Strategic Thinking
10 9 (21.43%) Economics
11 8 (19.05%) Actionable Insight
11 8 (19.05%) Data Analysis
11 8 (19.05%) Statistical Analysis
12 7 (16.67%) Time Series Analysis
13 6 (14.29%) Operations Research
14 5 (11.90%) Data Analytics
Programming Languages
1 28 (66.67%) Python
1 28 (66.67%) SQL
2 27 (64.29%) R
3 12 (28.57%) MATLAB
4 5 (11.90%) C#
4 5 (11.90%) C++
5 2 (4.76%) JavaScript
6 1 (2.38%) Java
6 1 (2.38%) Ruby
6 1 (2.38%) Scala
Qualifications
1 25 (59.52%) Degree
2 15 (35.71%) Numerate Degree
3 10 (23.81%) PhD
4 7 (16.67%) Master's Degree
Quality Assurance & Compliance
1 11 (26.19%) Data Quality
2 5 (11.90%) Actionable Recommendations
System Software
1 11 (26.19%) Apache Flume
Systems Management
1 1 (2.38%) Kibana
Vendors
1 17 (40.48%) Tableau
2 5 (11.90%) Microsoft
3 3 (7.14%) Google
4 1 (2.38%) Capita
4 1 (2.38%) eSpeed
4 1 (2.38%) Hitwise
4 1 (2.38%) Twitter