The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
North West / Manchester
Rank 199 173 189
Rank change year-on-year
-26 +16
Permanent jobs citing Statistical Modelling 6 6 2
As % of all permanent IT jobs located in Manchester 0.16% 0.18% 0.051%
As % of the Processes & Methodologies category 0.17% 0.20% 0.059%
Number of salaries quoted 6 2 2
Median salary £30,000 £30,000 £47,500
Median salary % change year-on-year
- -36.84%
UK excluding London median salary £40,000 £65,000 £45,000
% change year-on-year
-38.46% +44.44%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3430 2962 3384
As % of all permanent IT jobs located in Manchester 91.22% 90.58% 86.77%
Number of salaries quoted 2905 2413 2878
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in Manchester

Statistical Modelling
Salary Trend in Manchester

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

Statistical Modelling Salary Trend in Manchester

Statistical Modelling
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the Manchester region over the 3 months to 21 February 2017.

Statistical Modelling Salary Histogram in Manchester

Statistical Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 21 February 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 Manchester region with a requirement for Statistical Modelling.

1 14 (93.33%) Python
1 14 (93.33%) Machine Learning
2 13 (86.67%) R
2 13 (86.67%) Computer Science
2 13 (86.67%) Statistics
2 13 (86.67%) Data Mining
2 13 (86.67%) SAS
3 11 (73.33%) Analytics
3 11 (73.33%) Data Analytics
3 11 (73.33%) Mathematics
4 10 (66.67%) Cluster Analysis
4 10 (66.67%) Stochastic Modelling
4 10 (66.67%) Neuroscience
4 10 (66.67%) Bayesian Methods
4 10 (66.67%) Neural Network
4 10 (66.67%) Stata
5 4 (26.67%) Agile Software Development
6 3 (20.00%) Data Analysis
6 3 (20.00%) Java
6 3 (20.00%) C#
6 3 (20.00%) Analytical Skills
6 3 (20.00%) Visualisation
7 2 (13.33%) Predictive Modelling
7 2 (13.33%) Big Data
7 2 (13.33%) Logistic Regression
7 2 (13.33%) Physics
7 2 (13.33%) Numerical Analysis
7 2 (13.33%) Performance Testing
7 2 (13.33%) Creative Problem-Solving
7 2 (13.33%) Decision Tree

Statistical Modelling
Top Related IT Skills in Manchester 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 (86.67%) SAS
Applications
1 10 (66.67%) Stata
Cloud Services
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 13 (86.67%) Data Mining
2 2 (13.33%) Big Data
Development Applications
1 1 (6.67%) Jenkins
Job Titles
1 13 (86.67%) Data Scientist
2 1 (6.67%) .NET Developer
2 1 (6.67%) .NET Software Developer
2 1 (6.67%) Azure Developer
2 1 (6.67%) Developer
2 1 (6.67%) Insight Manager
2 1 (6.67%) Lead .NET Developer
2 1 (6.67%) Lead Developer
2 1 (6.67%) Lead Software Developer
2 1 (6.67%) Principal .NET Developer
2 1 (6.67%) Principal Developer
2 1 (6.67%) Principal Software Developer
2 1 (6.67%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (6.67%) .NET
1 1 (6.67%) Web Services
Miscellaneous
1 13 (86.67%) Computer Science
2 3 (20.00%) Analytical Skills
3 2 (13.33%) Algorithms
4 1 (6.67%) Data Structures
Operating Systems
1 2 (13.33%) Linux
1 2 (13.33%) Unix
Processes & Methodologies
1 14 (93.33%) Machine Learning
2 13 (86.67%) Statistics
3 11 (73.33%) Analytics
3 11 (73.33%) Data Analytics
3 11 (73.33%) Mathematics
4 10 (66.67%) Bayesian Methods
4 10 (66.67%) Cluster Analysis
4 10 (66.67%) Neural Network
4 10 (66.67%) Neuroscience
4 10 (66.67%) Stochastic Modelling
5 4 (26.67%) Agile Software Development
6 3 (20.00%) Data Analysis
6 3 (20.00%) Visualisation
7 2 (13.33%) Linear Regression
7 2 (13.33%) Logistic Regression
7 2 (13.33%) Numerical Analysis
7 2 (13.33%) Performance Testing
7 2 (13.33%) Physics
7 2 (13.33%) Predictive Modelling
7 2 (13.33%) Time Series Forecasting
Programming Languages
1 14 (93.33%) Python
2 13 (86.67%) R
3 3 (20.00%) C#
3 3 (20.00%) Java
4 2 (13.33%) C++
4 2 (13.33%) SQL
Qualifications
1 2 (13.33%) PhD
2 1 (6.67%) Degree
Vendors
1 1 (6.67%) Microsoft