The following table provides summary statistics for permanent job vacancies advertised in the North West 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Statistical Modelling
England / North West
Rank 253 231 243
Rank change year-on-year -22 +12  
Permanent jobs citing Statistical Modelling 4 9 7
As % of all permanent IT jobs advertised in the North West 0.066% 0.16% 0.11%
As % of the Processes & Methodologies category 0.073% 0.18% 0.12%
Number of salaries quoted 3 8 6
Median salary £55,000 £65,000 £42,500
Median salary % change year-on-year -15.38% +52.94%  
90% offered a salary of more than £53,000 £26,700 £28,000
10% offered a salary of more than £61,000 £100,000 £53,750
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 the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5476 4968 5800
As % of all permanent IT job vacancies advertised in the North West 90.30% 87.94% 88.54%
Number of salaries quoted 4544 4141 4667
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Statistical Modelling
Salary Trend in the North West

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

Salary trend for Statistical Modelling in the North West

Statistical Modelling
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the North West region over the 3 months to 23 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
Cheshire +15 2 £53,750 -46.25% 2
Manchester -27 2 £62,500 +108.33% 3
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 23 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 North West region with a requirement for Statistical Modelling.

1 18 (94.74%) Python
2 17 (89.47%) Statistics
2 17 (89.47%) R
3 16 (84.21%) Machine Learning
4 14 (73.68%) SAS
5 13 (68.42%) Data Mining
5 13 (68.42%) Computer Science
6 11 (57.89%) Mathematics
6 11 (57.89%) Cluster Analysis
7 10 (52.63%) Neural Network
7 10 (52.63%) Stata
7 10 (52.63%) Analytics
7 10 (52.63%) Stochastic Modelling
7 10 (52.63%) Data Analytics
7 10 (52.63%) Bayesian Methods
7 10 (52.63%) Neuroscience
8 7 (36.84%) Analytical Skills
8 7 (36.84%) Predictive Modelling
9 6 (31.58%) SQL
9 6 (31.58%) Visualisation
10 5 (26.32%) Data Analysis
10 5 (26.32%) PhD
10 5 (26.32%) Logistic Regression
10 5 (26.32%) Big Data
10 5 (26.32%) Linear Regression
11 4 (21.05%) Agile Software Development
11 4 (21.05%) VBA
11 4 (21.05%) Degree
12 3 (15.79%) Tableau
12 3 (15.79%) QlikView

Statistical Modelling
Top Related IT Skills in the North West 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 14 (73.68%) SAS
Applications
1 10 (52.63%) Stata
2 1 (5.26%) MS Excel
2 1 (5.26%) MS Office
2 1 (5.26%) MS PowerPoint
2 1 (5.26%) SPSS
Business Applications
1 1 (5.26%) FastStats
1 1 (5.26%) SAP InfiniteInsight
Cloud Services
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 13 (68.42%) Data Mining
2 5 (26.32%) Big Data
3 3 (15.79%) QlikView
4 1 (5.26%) SAS Enterprise Miner
Development Applications
1 1 (5.26%) Jenkins
General
1 3 (15.79%) Games
2 2 (10.53%) Marketing
Job Titles
1 16 (84.21%) Data Scientist
2 2 (10.53%) Analyst
2 2 (10.53%) Insight Analyst
3 1 (5.26%) .NET Developer
3 1 (5.26%) .NET Software Developer
3 1 (5.26%) Azure Developer
3 1 (5.26%) Customer Analyst
3 1 (5.26%) Customer Insight Analyst
3 1 (5.26%) Developer
3 1 (5.26%) Lead .NET Developer
3 1 (5.26%) Lead Developer
3 1 (5.26%) Lead Software Developer
3 1 (5.26%) Principal .NET Developer
3 1 (5.26%) Principal Developer
3 1 (5.26%) Principal Software Developer
3 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) Web Services
Miscellaneous
1 13 (68.42%) Computer Science
2 7 (36.84%) Analytical Skills
3 2 (10.53%) Algorithms
4 1 (5.26%) Data Structures
4 1 (5.26%) Digital Media
Operating Systems
1 2 (10.53%) Linux
1 2 (10.53%) Unix
Processes & Methodologies
1 17 (89.47%) Statistics
2 16 (84.21%) Machine Learning
3 11 (57.89%) Cluster Analysis
3 11 (57.89%) Mathematics
4 10 (52.63%) Analytics
4 10 (52.63%) Bayesian Methods
4 10 (52.63%) Data Analytics
4 10 (52.63%) Neural Network
4 10 (52.63%) Neuroscience
4 10 (52.63%) Stochastic Modelling
5 7 (36.84%) Predictive Modelling
6 6 (31.58%) Visualisation
7 5 (26.32%) Data Analysis
7 5 (26.32%) Linear Regression
7 5 (26.32%) Logistic Regression
8 4 (21.05%) Agile Software Development
9 3 (15.79%) Decision Tree
9 3 (15.79%) Time Series Analysis
10 2 (10.53%) Creative Problem-Solving
10 2 (10.53%) Time Series Forecasting
Programming Languages
1 18 (94.74%) Python
2 17 (89.47%) R
3 6 (31.58%) SQL
4 4 (21.05%) VBA
5 3 (15.79%) C#
5 3 (15.79%) Java
6 2 (10.53%) C++
7 1 (5.26%) MATLAB
Qualifications
1 5 (26.32%) PhD
2 4 (21.05%) Degree
Vendors
1 3 (15.79%) Tableau
2 1 (5.26%) Microsoft
2 1 (5.26%) Minitab
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Salary: £30000 - £45000 per annum + Benefits
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