The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England / East of England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 245 250 276
Rank change year-on-year +5 +26  
Permanent jobs citing Statistical Modelling 15 2 8
As % of all permanent IT jobs advertised in the East of England 0.24% 0.029% 0.099%
As % of the Processes & Methodologies category 0.28% 0.034% 0.11%
Number of salaries quoted 5 1 8
Median salary £60,000 £65,500 £48,750
Median salary % change year-on-year -8.39% +34.35%  
90% offered a salary of more than £39,750 £65,250 £42,500
10% offered a salary of more than £71,000 £65,750 £58,250
UK excluding London median salary £44,000 £45,000 £45,000
% change year-on-year -2.22% -  

Statistical Modelling 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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5428 5968 7019
As % of all permanent IT job vacancies advertised in the East of England 88.05% 87.58% 86.44%
Number of salaries quoted 18808 19638 23180
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £29,750 £28,000
10% offered a salary of more than £71,250 £68,750 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend in the East of England

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Statistical Modelling in the East of England

Statistical Modelling
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling in the East of England.

Salary trend for Statistical Modelling in the East of England

Statistical Modelling
Salary Histogram in the East of England

The salary distribution of IT jobs citing Statistical Modelling in the East of England over the 3 months to 28 June 2017.

Salary histogram for Statistical Modelling in the East of England

Statistical Modelling
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the East of England region over the 3 months to 28 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
Cambridgeshire -5 8 £57,500 -12.21% 1
Bedfordshire - 6 - - 2
Norfolk - 1 £60,000 -
Statistical Modelling
England

For the 6 months to 28 June 2017, IT jobs citing Statistical Modelling 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 East of England region with a requirement for Statistical Modelling.

1 21 (87.50%) Machine Learning
2 20 (83.33%) Python
2 20 (83.33%) Mathematics
3 17 (70.83%) Analytical Skills
4 16 (66.67%) Analytics
5 15 (62.50%) Big Data
5 15 (62.50%) R
5 15 (62.50%) Statistics
5 15 (62.50%) Degree
5 15 (62.50%) SQL
6 14 (58.33%) SAS
7 13 (54.17%) Hadoop
8 8 (33.33%) Numerate Degree
8 8 (33.33%) Neural Network
8 8 (33.33%) PhD
9 7 (29.17%) Oracle
9 7 (29.17%) Retail
9 7 (29.17%) Amazon AWS
9 7 (29.17%) Decision Tree
10 6 (25.00%) Personalization
10 6 (25.00%) Experimental Design
10 6 (25.00%) Apache Flume
10 6 (25.00%) Customer Analytics
10 6 (25.00%) Impala
10 6 (25.00%) Apache Spark
10 6 (25.00%) Apache Hive
10 6 (25.00%) Data Visualisation
10 6 (25.00%) Tableau
10 6 (25.00%) Data Quality
10 6 (25.00%) Visualisation

Statistical Modelling
Co-occurring IT Skills in the East of 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 14 (58.33%) SAS
2 6 (25.00%) Apache Spark
3 1 (4.17%) DNN
Applications
1 3 (12.50%) Microsoft Excel
Cloud Services
1 7 (29.17%) Amazon AWS
Communications & Networking
1 2 (8.33%) SMS
Database & Business Intelligence
1 15 (62.50%) Big Data
2 13 (54.17%) Hadoop
3 6 (25.00%) Apache Hive
3 6 (25.00%) Impala
4 2 (8.33%) Data Mining
4 2 (8.33%) Data Warehouse
4 2 (8.33%) Geospatial Data
4 2 (8.33%) Spatial Data
4 2 (8.33%) SQL Server
4 2 (8.33%) SQL Server Analysis Services
4 2 (8.33%) SQL Server Integration Services
4 2 (8.33%) SQL Server Reporting Services
5 1 (4.17%) Oracle BI EE
General
1 7 (29.17%) Retail
2 4 (16.67%) Finance
3 1 (4.17%) Games
Job Titles
1 12 (50.00%) Data Scientist
2 7 (29.17%) Analytics Consultant
2 7 (29.17%) Consultant
3 6 (25.00%) Data Analytics Consultant
3 6 (25.00%) Data Consultant
3 6 (25.00%) SAS Consultant
4 5 (20.83%) Graduate
5 3 (12.50%) Senior Consultant
5 3 (12.50%) Senior Data Analytics Consultant
5 3 (12.50%) Senior SAS Consultant
6 2 (8.33%) Analyst
6 2 (8.33%) Analytics Manager
6 2 (8.33%) Business Intelligence Analyst
6 2 (8.33%) Data Modeller
6 2 (8.33%) Machine Learning Scientist
7 1 (4.17%) Commercial Manager
7 1 (4.17%) Data Manager
7 1 (4.17%) Developer
7 1 (4.17%) Junior
7 1 (4.17%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (25.00%) JSON
1 6 (25.00%) Web Services
2 2 (8.33%) Natural Language Processing
3 1 (4.17%) Boost C++ Libraries
3 1 (4.17%) STL
3 1 (4.17%) Theano
3 1 (4.17%) Torch
Miscellaneous
1 17 (70.83%) Analytical Skills
2 6 (25.00%) Foreign Exchange (FX)
3 5 (20.83%) Algorithms
4 3 (12.50%) Data Structures
5 2 (8.33%) Computer Science
Operating Systems
1 2 (8.33%) Linux
2 1 (4.17%) Unix
Processes & Methodologies
1 21 (87.50%) Machine Learning
2 20 (83.33%) Mathematics
3 16 (66.67%) Analytics
4 15 (62.50%) Statistics
5 8 (33.33%) Neural Network
6 7 (29.17%) Decision Tree
7 6 (25.00%) Customer Analytics
7 6 (25.00%) Data Management
7 6 (25.00%) Data Visualisation
7 6 (25.00%) Econometrics
7 6 (25.00%) Experimental Design
7 6 (25.00%) Personalization
7 6 (25.00%) Visualisation
7 6 (25.00%) Yield Management
8 5 (20.83%) Bayesian Methods
8 5 (20.83%) Predictive Analytics
9 4 (16.67%) Predictive Modelling
10 2 (8.33%) Data Modelling
10 2 (8.33%) Logistics
10 2 (8.33%) Software Engineering
Programming Languages
1 20 (83.33%) Python
2 15 (62.50%) R
2 15 (62.50%) SQL
3 6 (25.00%) MATLAB
4 5 (20.83%) Java
5 2 (8.33%) C++
6 1 (4.17%) C
6 1 (4.17%) Perl
6 1 (4.17%) Ruby
6 1 (4.17%) VBA
Qualifications
1 15 (62.50%) Degree
2 8 (33.33%) Numerate Degree
2 8 (33.33%) PhD
3 1 (4.17%) Computer Science Degree
3 1 (4.17%) Master's Degree
Quality Assurance & Compliance
1 6 (25.00%) Data Quality
System Software
1 6 (25.00%) Apache Flume
Vendors
1 7 (29.17%) Oracle
2 6 (25.00%) Tableau
3 1 (4.17%) Lattice Semiconductor
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