Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
South East > Oxfordshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 152 168 184
Rank change year-on-year +16 +16 -16
Permanent jobs citing Statistical Modelling 18 9 2
As % of all permanent IT jobs advertised in Oxfordshire 0.61% 0.31% 0.059%
As % of the Processes & Methodologies category 0.69% 0.35% 0.068%
Number of salaries quoted 18 9 0
Oxfordshire median annual salary £70,000 £52,500 -
Median salary % change year-on-year +33.33% - -
South East median annual salary £70,000 £52,500 £46,250
% change year-on-year +33.33% +13.51% -7.50%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2625 2582 2942
As % of all permanent IT jobs advertised in Oxfordshire 88.35% 88.58% 87.12%
Number of salaries quoted 2158 2066 2381
Oxfordshire median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +9.32%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £72,500 £66,250 £63,750
South East median annual salary £45,000 £45,000 £45,000

Statistical Modelling
Job Vacancy Trend in Oxfordshire

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Oxfordshire.

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 6 months to 19 November 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 6 months to 19 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
Oxford +11 15 £70,000 +36.59%
Kidlington - 2 £55,000 -
Statistical Modelling
South East

For the 6 months to 19 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 Oxfordshire region with a requirement for Statistical Modelling.

1 15 (83.33%) C++
1 15 (83.33%) SQL
2 12 (66.67%) VBA
2 12 (66.67%) B2B
2 12 (66.67%) Retail
2 12 (66.67%) Analytical Skills
3 5 (27.78%) PhD
3 5 (27.78%) Software Engineering
3 5 (27.78%) Algorithms
3 5 (27.78%) Machine Learning
4 4 (22.22%) R
4 4 (22.22%) Python
5 3 (16.67%) Java
5 3 (16.67%) Artificial Intelligence
5 3 (16.67%) Statistics
5 3 (16.67%) Mathematics
5 3 (16.67%) Natural Language Processing
5 3 (16.67%) Amazon AWS
5 3 (16.67%) Bayesian Methods
5 3 (16.67%) Julia
5 3 (16.67%) TensorFlow
5 3 (16.67%) Theano
6 2 (11.11%) Open Source
6 2 (11.11%) Computer Science
7 1 (5.56%) Marketing
7 1 (5.56%) Degree
7 1 (5.56%) Economics
7 1 (5.56%) Data Analysis
7 1 (5.56%) Linear Regression
7 1 (5.56%) Actionable Insight

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:

Cloud Services
1 3 (16.67%) Amazon AWS
Database & Business Intelligence
1 1 (5.56%) Big Data
General
1 12 (66.67%) Retail
2 1 (5.56%) Marketing
Job Titles
1 12 (66.67%) Development Manager
2 7 (38.89%) Quantitative Risk Manager
2 7 (38.89%) Risk Manager
3 4 (22.22%) Data Scientist
4 3 (16.67%) Machine Learning Engineer
5 1 (5.56%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 3 (16.67%) Natural Language Processing
1 3 (16.67%) TensorFlow
1 3 (16.67%) Theano
Miscellaneous
1 12 (66.67%) Analytical Skills
2 5 (27.78%) Algorithms
3 2 (11.11%) Computer Science
Processes & Methodologies
1 12 (66.67%) B2B
2 5 (27.78%) Machine Learning
2 5 (27.78%) Software Engineering
3 3 (16.67%) Artificial Intelligence
3 3 (16.67%) Bayesian Methods
3 3 (16.67%) Mathematics
3 3 (16.67%) Statistics
4 2 (11.11%) Open Source
5 1 (5.56%) Actionable Customer Insight
5 1 (5.56%) Actionable Insight
5 1 (5.56%) Analytics
5 1 (5.56%) Customer Insight
5 1 (5.56%) Data Analysis
5 1 (5.56%) Economics
5 1 (5.56%) Linear Regression
5 1 (5.56%) Online Marketing
Programming Languages
1 15 (83.33%) C++
1 15 (83.33%) SQL
2 12 (66.67%) VBA
3 4 (22.22%) Python
3 4 (22.22%) R
4 3 (16.67%) Java
4 3 (16.67%) Julia
Qualifications
1 5 (27.78%) PhD
2 1 (5.56%) Degree
2 1 (5.56%) Master's Degree
2 1 (5.56%) Numerate Degree