Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England > East of England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 325 349 381
Rank change year-on-year +24 +32 +10
Permanent jobs citing Statistical Modelling 25 12 10
As % of all permanent IT jobs advertised in the East of England 0.21% 0.091% 0.065%
As % of the Processes & Methodologies category 0.24% 0.10% 0.075%
Number of salaries quoted 7 8 9
East of England median annual salary £55,000 £40,000 £50,000
Median salary % change year-on-year +37.50% -20.00% +81.82%
10th Percentile £31,250 £37,500 £30,100
90th Percentile £64,500 £63,475 £58,750
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% +11.11%

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

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10619 11647 13396
As % of all permanent IT jobs advertised in the East of England 88.00% 88.66% 87.24%
Number of salaries quoted 8623 9596 11015
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 6 months to 24 November 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 6 months to 24 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
Cambridgeshire -20 14 £55,000 +37.50% 7
Bedfordshire +37 11 - -
Statistical Modelling
England

For the 6 months to 24 November 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 23 (92.00%) Mathematics
2 20 (80.00%) Statistics
2 20 (80.00%) Machine Learning
2 20 (80.00%) SQL
3 19 (76.00%) Analytical Skills
4 18 (72.00%) Degree
5 17 (68.00%) Big Data
5 17 (68.00%) Python
6 16 (64.00%) Analytics
7 15 (60.00%) R
8 13 (52.00%) SAS
8 13 (52.00%) Retail
9 12 (48.00%) Data Visualisation
9 12 (48.00%) Tableau
9 12 (48.00%) Hadoop
9 12 (48.00%) Visualisation
9 12 (48.00%) Apache Spark
9 12 (48.00%) Personalization
9 12 (48.00%) Numerate Degree
10 11 (44.00%) Strategic Thinking
10 11 (44.00%) Experimental Design
10 11 (44.00%) Customer Analytics
10 11 (44.00%) Impala
10 11 (44.00%) Amazon AWS
10 11 (44.00%) JSON
10 11 (44.00%) Data Quality
10 11 (44.00%) Yield Management
10 11 (44.00%) Apache Hive
10 11 (44.00%) Apache Flume
10 11 (44.00%) Data Management

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 13 (52.00%) SAS
2 12 (48.00%) Apache Spark
Applications
1 1 (4.00%) Microsoft Excel
1 1 (4.00%) SPSS
Cloud Services
1 11 (44.00%) Amazon AWS
2 1 (4.00%) Google Analytics
Database & Business Intelligence
1 17 (68.00%) Big Data
2 12 (48.00%) Hadoop
3 11 (44.00%) Apache Hive
3 11 (44.00%) Impala
4 2 (8.00%) Data Mining
5 1 (4.00%) Oracle BI EE
Development Applications
1 4 (16.00%) NUnit
1 4 (16.00%) ReSharper
1 4 (16.00%) Team Foundation Server
1 4 (16.00%) Visual Studio
General
1 13 (52.00%) Retail
2 2 (8.00%) Finance
3 1 (4.00%) Advertising
3 1 (4.00%) Marketing
Job Titles
1 11 (44.00%) Analytics Consultant
1 11 (44.00%) Consultant
1 11 (44.00%) Data Analytics Consultant
1 11 (44.00%) Data Consultant
1 11 (44.00%) SAS Consultant
2 8 (32.00%) Data Scientist
3 5 (20.00%) Graduate
3 5 (20.00%) Senior Consultant
3 5 (20.00%) Senior Data Analytics Consultant
3 5 (20.00%) Senior SAS Consultant
4 4 (16.00%) Agile Developer
4 4 (16.00%) Developer
5 1 (4.00%) Analyst
5 1 (4.00%) Analytics Manager
5 1 (4.00%) Data Analyst
5 1 (4.00%) Data Manager
5 1 (4.00%) SAS Analyst
5 1 (4.00%) SAS Data Analyst
5 1 (4.00%) SQL Analyst
5 1 (4.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (44.00%) JSON
1 11 (44.00%) Web Services
2 4 (16.00%) WPF
3 1 (4.00%) D3.js
Miscellaneous
1 19 (76.00%) Analytical Skills
2 11 (44.00%) Foreign Exchange (FX)
3 9 (36.00%) Algorithms
4 2 (8.00%) Computer Science
Processes & Methodologies
1 23 (92.00%) Mathematics
2 20 (80.00%) Machine Learning
2 20 (80.00%) Statistics
3 16 (64.00%) Analytics
4 12 (48.00%) Data Visualisation
4 12 (48.00%) Personalization
4 12 (48.00%) Visualisation
5 11 (44.00%) Customer Analytics
5 11 (44.00%) Data Management
5 11 (44.00%) Econometrics
5 11 (44.00%) Experimental Design
5 11 (44.00%) Strategic Thinking
5 11 (44.00%) Yield Management
6 5 (20.00%) Bayesian Methods
7 4 (16.00%) Agile Software Development
7 4 (16.00%) Code Coverage
7 4 (16.00%) MVVM
7 4 (16.00%) TDD
7 4 (16.00%) Use Case
7 4 (16.00%) User Stories
Programming Languages
1 20 (80.00%) SQL
2 17 (68.00%) Python
3 15 (60.00%) R
4 11 (44.00%) MATLAB
5 5 (20.00%) Java
6 4 (16.00%) C#
7 1 (4.00%) Scala
7 1 (4.00%) VBA
Qualifications
1 18 (72.00%) Degree
2 12 (48.00%) Numerate Degree
3 4 (16.00%) PhD
Quality Assurance & Compliance
1 11 (44.00%) Data Quality
System Software
1 11 (44.00%) Apache Flume
Vendors
1 12 (48.00%) Tableau
2 1 (4.00%) Cloudera
2 1 (4.00%) Google
2 1 (4.00%) Hortonworks