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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Statistical Modelling
South East / Oxfordshire
Rank 106 - 117
Rank change year-on-year - 0  
Permanent jobs citing Statistical Modelling 5 0 1
As % of all permanent IT jobs advertised in Oxfordshire 0.35% - 0.074%
As % of the Processes & Methodologies category 0.41% - 0.083%
Number of salaries quoted 5 0 1
Median salary £70,000 - £47,500
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

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 1233 1220 1198
As % of all permanent IT job vacancies advertised in Oxfordshire 87.38% 86.28% 88.15%
Number of salaries quoted 1025 1032 978
Median salary £47,500 £47,500 £44,500
Median salary % change year-on-year - +6.74%  
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £67,500 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Statistical Modelling in Oxfordshire over the 3 months to 22 March 2017.

Salary histogram 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 22 March 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
Abingdon - 1 £42,500 -
Oxford - 1 £70,000 -
Statistical Modelling
South East

Statistical Modelling
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 22 March 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 13 (92.86%) R
2 11 (78.57%) Big Data
2 11 (78.57%) Python
3 10 (71.43%) SQL
3 10 (71.43%) Degree
3 10 (71.43%) Mathematics
4 9 (64.29%) Java
5 8 (57.14%) Hadoop
6 7 (50.00%) Predictive Modelling
6 7 (50.00%) Apache Cassandra
6 7 (50.00%) NoSQL
6 7 (50.00%) C++
7 6 (42.86%) Oracle
7 6 (42.86%) PL/SQL
7 6 (42.86%) MongoDB
8 5 (35.71%) Analytics
8 5 (35.71%) PhD
9 4 (28.57%) Computer Science
9 4 (28.57%) MapReduce
9 4 (28.57%) Machine Learning
9 4 (28.57%) Apache Spark
9 4 (28.57%) Algorithms
10 3 (21.43%) Linear Regression
10 3 (21.43%) Data Structures
10 3 (21.43%) Random Forest
10 3 (21.43%) Torch
10 3 (21.43%) Decision Tree
10 3 (21.43%) Relational Database
10 3 (21.43%) Markov Chain
10 3 (21.43%) Apache Pig

Statistical Modelling
Top Related 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 4 (28.57%) Apache Spark
2 3 (21.43%) Apache Pig
Applications
1 1 (7.14%) Mathcad
1 1 (7.14%) Simulink
Database & Business Intelligence
1 11 (78.57%) Big Data
2 8 (57.14%) Hadoop
3 7 (50.00%) Apache Cassandra
3 7 (50.00%) NoSQL
4 6 (42.86%) MongoDB
5 3 (21.43%) MySQL
5 3 (21.43%) RDBMS
5 3 (21.43%) Relational Database
6 1 (7.14%) Data Mining
6 1 (7.14%) HBase
General
1 1 (7.14%) Electronics
1 1 (7.14%) Marketing
Job Titles
1 11 (78.57%) Data Scientist
2 3 (21.43%) Senior Data Scientist
3 1 (7.14%) Analyst
3 1 (7.14%) Analyst Programmer
3 1 (7.14%) Data Analyst
3 1 (7.14%) Data Programmer
3 1 (7.14%) Programmer
Libraries, Frameworks & Software Standards
1 3 (21.43%) Torch
Miscellaneous
1 4 (28.57%) Algorithms
1 4 (28.57%) Computer Science
2 3 (21.43%) Data Structures
3 2 (14.29%) Analytical Skills
4 1 (7.14%) Credit Risk
Processes & Methodologies
1 10 (71.43%) Mathematics
2 7 (50.00%) Predictive Modelling
3 5 (35.71%) Analytics
4 4 (28.57%) Machine Learning
4 4 (28.57%) MapReduce
5 3 (21.43%) Artificial Intelligence
5 3 (21.43%) Decision Tree
5 3 (21.43%) Linear Regression
5 3 (21.43%) Logistic Regression
5 3 (21.43%) Markov Chain
5 3 (21.43%) Monte Carlo Method
5 3 (21.43%) Neural Network
5 3 (21.43%) Open Source
5 3 (21.43%) Random Forest
5 3 (21.43%) Stakeholder Management
6 2 (14.29%) Physics
6 2 (14.29%) Statistics
7 1 (7.14%) Applied Mathematics
7 1 (7.14%) Marketing Strategy
7 1 (7.14%) Propensity Modelling
Programming Languages
1 13 (92.86%) R
2 11 (78.57%) Python
3 10 (71.43%) SQL
4 9 (64.29%) Java
5 7 (50.00%) C++
6 6 (42.86%) PL/SQL
7 3 (21.43%) C
7 3 (21.43%) Julia
7 3 (21.43%) VBA
8 2 (14.29%) MATLAB
9 1 (7.14%) C#
9 1 (7.14%) Fortran
9 1 (7.14%) VB
Qualifications
1 10 (71.43%) Degree
2 5 (35.71%) PhD
Vendors
1 6 (42.86%) Oracle
2 3 (21.43%) MapR