The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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
South East / Oxfordshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 117 132 116
Rank change year-on-year +15 -16  
Permanent jobs citing Statistical Modelling 3 1 1
As % of all permanent IT jobs advertised in Oxfordshire 0.22% 0.061% 0.063%
As % of the Processes & Methodologies category 0.25% 0.069% 0.076%
Number of salaries quoted 3 1 0
Median salary £50,000 £45,000 -
Median salary % change year-on-year +11.11% -  
UK excluding London median salary £44,000 £45,000 £47,500
% change year-on-year -2.22% -5.26%  

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 Oxfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Oxfordshire
Permanent job vacancies with a requirement for process and methodology skills 1183 1456 1316
As % of all permanent IT job vacancies advertised in Oxfordshire 87.89% 88.19% 83.08%
Number of salaries quoted 994 1164 1079
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £77,000 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Modelling
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire citing Statistical Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Modelling in Oxfordshire

Statistical Modelling
Salary Trend in Oxfordshire

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

Salary trend for Statistical Modelling in Oxfordshire

Statistical Modelling
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the Oxfordshire 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
Oxford +6 1 £50,000 +11.11%
Abingdon - 1 £42,500 -
Banbury - 1 £50,000 -
Statistical Modelling
South East

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 Oxfordshire region with a requirement for Statistical Modelling.

1 8 (100.00%) Python
2 6 (75.00%) PhD
2 6 (75.00%) R
2 6 (75.00%) Analytics
2 6 (75.00%) Algorithms
3 5 (62.50%) Decision Tree
3 5 (62.50%) SQL
3 5 (62.50%) Mathematics
3 5 (62.50%) Computer Science
4 4 (50.00%) Machine Learning
4 4 (50.00%) Big Data
5 3 (37.50%) Markov Chain
5 3 (37.50%) Apache Pig
5 3 (37.50%) Linear Regression
5 3 (37.50%) Random Forest
5 3 (37.50%) Monte Carlo Method
5 3 (37.50%) Degree
5 3 (37.50%) Logistic Regression
5 3 (37.50%) Neural Network
5 3 (37.50%) Statistical Analysis
5 3 (37.50%) Statistics
5 3 (37.50%) C++
5 3 (37.50%) Java
5 3 (37.50%) MATLAB
6 2 (25.00%) Simulink
6 2 (25.00%) Electronics
6 2 (25.00%) VB
6 2 (25.00%) Marketing
6 2 (25.00%) C#
6 2 (25.00%) Fortran

Statistical Modelling
Co-occurring IT Skills in Oxfordshire 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 3 (37.50%) Apache Pig
2 1 (12.50%) Apache Spark
Applications
1 2 (25.00%) Mathcad
1 2 (25.00%) Simulink
Database & Business Intelligence
1 4 (50.00%) Big Data
2 2 (25.00%) MongoDB
2 2 (25.00%) SQLite
3 1 (12.50%) Data Mining
3 1 (12.50%) Hadoop
3 1 (12.50%) HBase
3 1 (12.50%) MySQL
3 1 (12.50%) NoSQL
3 1 (12.50%) Relational Database
Development Applications
1 1 (12.50%) RStudio
General
1 2 (25.00%) Electronics
1 2 (25.00%) Marketing
2 1 (12.50%) Advertising
Job Titles
1 4 (50.00%) Data Scientist
2 2 (25.00%) Analyst
2 2 (25.00%) Analyst Programmer
2 2 (25.00%) Data Analyst
2 2 (25.00%) Data Programmer
2 2 (25.00%) Programmer
3 1 (12.50%) Senior Data Scientist
Miscellaneous
1 6 (75.00%) Algorithms
2 5 (62.50%) Computer Science
3 2 (25.00%) Analytical Skills
4 1 (12.50%) Machine to Machine
Processes & Methodologies
1 6 (75.00%) Analytics
2 5 (62.50%) Decision Tree
2 5 (62.50%) Mathematics
3 4 (50.00%) Machine Learning
4 3 (37.50%) Linear Regression
4 3 (37.50%) Logistic Regression
4 3 (37.50%) Markov Chain
4 3 (37.50%) Monte Carlo Method
4 3 (37.50%) Neural Network
4 3 (37.50%) Random Forest
4 3 (37.50%) Statistical Analysis
4 3 (37.50%) Statistics
5 2 (25.00%) Applied Mathematics
5 2 (25.00%) Complexity Analysis
5 2 (25.00%) Data Analysis
5 2 (25.00%) Data Munging
5 2 (25.00%) Mathematical Modelling
5 2 (25.00%) Multivariate Analysis
5 2 (25.00%) Physics
5 2 (25.00%) Predictive Modelling
Programming Languages
1 8 (100.00%) Python
2 6 (75.00%) R
3 5 (62.50%) SQL
4 3 (37.50%) C++
4 3 (37.50%) Java
4 3 (37.50%) MATLAB
5 2 (25.00%) C#
5 2 (25.00%) Fortran
5 2 (25.00%) VB
6 1 (12.50%) JavaScript
6 1 (12.50%) VBA
Qualifications
1 6 (75.00%) PhD
2 3 (37.50%) Degree
3 2 (25.00%) Numerate Degree