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 23 June 2017 with a comparison to the same period in the previous 2 years.

Econometrics
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 848 889 947
Rank change year-on-year +41 +58  
Permanent jobs citing Econometrics 22 24 41
As % of all permanent IT jobs advertised in the UK 0.025% 0.024% 0.037%
As % of the Processes & Methodologies category 0.028% 0.027% 0.042%
Number of salaries quoted 17 23 11
Median salary £55,000 £47,500 £49,000
Median salary % change year-on-year +15.78% -3.06%  
90% offered a salary of more than £30,000 £31,200 £37,500
10% offered a salary of more than £67,000 £102,000 £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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
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 £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

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 23 June 2017.

Salary histogram for Econometrics in the UK

Econometrics
Top 19 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 23 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
England +47 19 £55,000 +15.78% 6
London +4 9 £60,000 - 4
Luton - 4 - - 2
Bedfordshire - 4 - - 2
East of England - 4 - - 2
North West - 3 £30,000 -
Stockport - 3 £30,000 -
Manchester - 3 £30,000 -
City of London +16 2 £65,000 +73.33% 1
Cardiff - 2 £42,500 -
Wales - 2 £42,500 -
South Wales - 2 £42,500 -
North East - 2 £55,000 -
Durham - 2 £55,000 -
Scotland - 1 - -
Yorkshire - 1 £47,500 -
West Yorkshire - 1 £47,500 -
Leeds - 1 £47,500 -
Edinburgh - 1 - -

For the 6 months to 23 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 with a requirement for Econometrics.

1 26 (72.22%) Statistics
1 26 (72.22%) R
2 23 (63.89%) Mathematics
2 23 (63.89%) Python
3 22 (61.11%) SQL
3 22 (61.11%) Analytical Skills
4 21 (58.33%) Machine Learning
5 20 (55.56%) Analytics
6 15 (41.67%) SAS
6 15 (41.67%) Degree
7 14 (38.89%) Visualisation
8 13 (36.11%) Statistical Modelling
9 11 (30.56%) Big Data
9 11 (30.56%) Data Visualisation
9 11 (30.56%) Hadoop
9 11 (30.56%) Tableau
9 11 (30.56%) PhD
9 11 (30.56%) MATLAB
10 9 (25.00%) Data Mining
10 9 (25.00%) Marketing
11 8 (22.22%) Apache Hive
12 7 (19.44%) Advertising
13 6 (16.67%) Algorithms
13 6 (16.67%) Data Analysis
13 6 (16.67%) Finance
13 6 (16.67%) Microsoft Excel
13 6 (16.67%) QlikView
13 6 (16.67%) Data Analytics
14 5 (13.89%) Computer Science
14 5 (13.89%) Amazon AWS

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 15 (41.67%) SAS
2 5 (13.89%) Apache Spark
3 4 (11.11%) Apache Pig
Applications
1 6 (16.67%) Microsoft Excel
2 3 (8.33%) SPSS
3 2 (5.56%) EViews
4 1 (2.78%) Microsoft Office
4 1 (2.78%) Microsoft PowerPoint
Business Applications
1 1 (2.78%) SAP Oil and Gas
Cloud Services
1 5 (13.89%) Amazon AWS
2 1 (2.78%) Amazon EMR
2 1 (2.78%) Amazon S3
2 1 (2.78%) Cloud Computing
2 1 (2.78%) Google Analytics
Communications & Networking
1 1 (2.78%) Internet
Database & Business Intelligence
1 11 (30.56%) Big Data
1 11 (30.56%) Hadoop
2 9 (25.00%) Data Mining
3 8 (22.22%) Apache Hive
4 6 (16.67%) QlikView
5 4 (11.11%) Impala
5 4 (11.11%) NoSQL
6 3 (8.33%) Relational Database
6 3 (8.33%) Spotfire
6 3 (8.33%) SQL Server
7 1 (2.78%) Amazon Redshift
7 1 (2.78%) Apache Cassandra
7 1 (2.78%) Blockchain
7 1 (2.78%) BusinessObjects
7 1 (2.78%) Sisense
7 1 (2.78%) SQL Server 2008
General
1 9 (25.00%) Marketing
2 7 (19.44%) Advertising
3 6 (16.67%) Finance
4 5 (13.89%) Retail
5 3 (8.33%) Games
6 1 (2.78%) Banking
6 1 (2.78%) Electronics
6 1 (2.78%) Manufacturing
6 1 (2.78%) Telecoms
Job Titles
1 14 (38.89%) Data Scientist
2 8 (22.22%) Consultant
3 7 (19.44%) Analytics Consultant
4 5 (13.89%) Analyst
4 5 (13.89%) Data Analytics Consultant
4 5 (13.89%) Data Consultant
5 4 (11.11%) Data Analyst
5 4 (11.11%) SAS Consultant
5 4 (11.11%) Senior Consultant
6 3 (8.33%) Technical Analyst
7 2 (5.56%) Developer
7 2 (5.56%) Digital Analytics Consultant
7 2 (5.56%) Digital Marketing Consultant
7 2 (5.56%) Marketing Analytics Consultant
7 2 (5.56%) Marketing Consultant
7 2 (5.56%) Senior Data Analytics Consultant
7 2 (5.56%) Senior Data Scientist
7 2 (5.56%) Senior Marketing Consultant
7 2 (5.56%) Senior SAS Consultant
8 1 (2.78%) Big Data Manager
Libraries, Frameworks & Software Standards
1 4 (11.11%) JSON
1 4 (11.11%) Web Services
2 3 (8.33%) Natural Language Processing
2 3 (8.33%) Pandas
3 2 (5.56%) .NET
4 1 (2.78%) D3.js
Miscellaneous
1 22 (61.11%) Analytical Skills
2 6 (16.67%) Algorithms
3 5 (13.89%) Computer Science
4 4 (11.11%) Foreign Exchange (FX)
5 2 (5.56%) Greenfield Project
6 1 (2.78%) Credit Risk
6 1 (2.78%) Data Structures
6 1 (2.78%) Fintech
6 1 (2.78%) Linux Command Line
6 1 (2.78%) Market Risk
6 1 (2.78%) Reinsurance
6 1 (2.78%) Social Media
Operating Systems
1 1 (2.78%) Linux
Processes & Methodologies
1 26 (72.22%) Statistics
2 23 (63.89%) Mathematics
3 21 (58.33%) Machine Learning
4 20 (55.56%) Analytics
5 14 (38.89%) Visualisation
6 13 (36.11%) Statistical Modelling
7 11 (30.56%) Data Visualisation
8 6 (16.67%) Data Analysis
8 6 (16.67%) Data Analytics
9 5 (13.89%) Data Management
9 5 (13.89%) E-Commerce
9 5 (13.89%) Economics
9 5 (13.89%) Operations Research
10 4 (11.11%) Business Intelligence
10 4 (11.11%) Customer Analytics
10 4 (11.11%) Data Modelling
10 4 (11.11%) Digital Marketing
10 4 (11.11%) Physics
10 4 (11.11%) Statistical Analysis
10 4 (11.11%) Yield Management
Programming Languages
1 26 (72.22%) R
2 23 (63.89%) Python
3 22 (61.11%) SQL
4 11 (30.56%) MATLAB
5 3 (8.33%) VBA
6 2 (5.56%) C#
6 2 (5.56%) Java
7 1 (2.78%) JavaScript
7 1 (2.78%) Ruby
7 1 (2.78%) Scala
Qualifications
1 15 (41.67%) Degree
2 11 (30.56%) PhD
3 5 (13.89%) Numerate Degree
4 3 (8.33%) Master's Degree
5 1 (2.78%) MBA
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
2 1 (2.78%) Actionable Recommendations
2 1 (2.78%) IFRS
System Software
1 4 (11.11%) Apache Flume
Vendors
1 11 (30.56%) Tableau
2 1 (2.78%) Cloudera
2 1 (2.78%) Google
2 1 (2.78%) Hortonworks
2 1 (2.78%) Microsoft
2 1 (2.78%) SAP
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