The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Statistical Analysis
North West / Cheshire
Rank 92 99 123
Rank change year-on-year +7 +24  
Permanent jobs citing Statistical Analysis 1 3 1
As % of all permanent IT jobs advertised in Cheshire 0.094% 0.23% 0.057%
As % of the Processes & Methodologies category 0.11% 0.27% 0.063%
Number of salaries quoted 0 3 1
Median salary - £22,500 £18,500
Median salary % change year-on-year - +21.62%  
UK excluding London median salary £42,500 £35,000 £42,500
% change year-on-year +21.42% -17.64%  

Statistical Analysis 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 Cheshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cheshire
Permanent job vacancies with a requirement for process and methodology skills 932 1109 1581
As % of all permanent IT job vacancies advertised in Cheshire 87.27% 85.31% 90.76%
Number of salaries quoted 742 933 1208
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,000 £26,000 £27,500
10% offered a salary of more than £62,500 £56,500 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Analysis
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Statistical Analysis in Cheshire

Statistical Analysis
Salary Trend in Cheshire

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

Salary trend for Statistical Analysis in Cheshire

Statistical Analysis
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 March 2017, IT jobs citing Statistical Analysis 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 Cheshire region with a requirement for Statistical Analysis.

1 7 (77.78%) Data Quality
2 6 (66.67%) Degree
3 5 (55.56%) Statistics
3 5 (55.56%) Mathematics
3 5 (55.56%) R
3 5 (55.56%) Analytics
3 5 (55.56%) Analytical Skills
3 5 (55.56%) VBA
3 5 (55.56%) Python
3 5 (55.56%) SAS
3 5 (55.56%) SPSS
3 5 (55.56%) MATLAB
4 4 (44.44%) Business Intelligence
4 4 (44.44%) Validation
4 4 (44.44%) Stata
4 4 (44.44%) Neural Network
4 4 (44.44%) Economics
4 4 (44.44%) Bayesian Methods
4 4 (44.44%) Hidden Markov Model
4 4 (44.44%) Time Series Forecasting
4 4 (44.44%) Structural Equation Modelling
4 4 (44.44%) Machine Learning
4 4 (44.44%) Computer Science
4 4 (44.44%) Data Validation
4 4 (44.44%) Monte Carlo Method
5 3 (33.33%) Microsoft Azure
5 3 (33.33%) Unit Testing
5 3 (33.33%) Relational Database
5 3 (33.33%) Teradata
5 3 (33.33%) Microsoft

Statistical Analysis
Top Related IT Skills in Cheshire 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 5 (55.56%) SAS
Applications
1 5 (55.56%) SPSS
2 4 (44.44%) Stata
3 1 (11.11%) MS Excel
3 1 (11.11%) MS Office
Business Applications
1 1 (11.11%) FastStats
Cloud Services
1 3 (33.33%) Microsoft Azure
Database & Business Intelligence
1 3 (33.33%) Data Mining
1 3 (33.33%) Data Warehouse
1 3 (33.33%) Relational Database
1 3 (33.33%) SQL Server
2 2 (22.22%) Azure SQL Database
2 2 (22.22%) Power BI
2 2 (22.22%) SQL Server Analysis Services
2 2 (22.22%) SQL Server Integration Services
2 2 (22.22%) SQL Server Reporting Services
3 1 (11.11%) GIS
General
1 1 (11.11%) Finance
1 1 (11.11%) Marketing
1 1 (11.11%) Retail
Job Titles
1 3 (33.33%) Analyst
1 3 (33.33%) Database Developer
1 3 (33.33%) Developer
2 1 (11.11%) Insight Analyst
2 1 (11.11%) Senior Analyst
2 1 (11.11%) Senior Statistical Analyst
2 1 (11.11%) Senior Statistician
2 1 (11.11%) Statistical Analyst
2 1 (11.11%) Statistician
Miscellaneous
1 5 (55.56%) Analytical Skills
2 4 (44.44%) Computer Science
3 1 (11.11%) Digital Media
Processes & Methodologies
1 5 (55.56%) Analytics
1 5 (55.56%) Mathematics
1 5 (55.56%) Statistics
2 4 (44.44%) Bayesian Methods
2 4 (44.44%) Business Intelligence
2 4 (44.44%) Data Validation
2 4 (44.44%) Economics
2 4 (44.44%) Hidden Markov Model
2 4 (44.44%) Machine Learning
2 4 (44.44%) Monte Carlo Method
2 4 (44.44%) Neural Network
2 4 (44.44%) Structural Equation Modelling
2 4 (44.44%) Time Series Forecasting
2 4 (44.44%) Validation
3 3 (33.33%) Data Modelling
3 3 (33.33%) ETL
3 3 (33.33%) Unit Testing
4 1 (11.11%) CHAID
4 1 (11.11%) Cluster Analysis
4 1 (11.11%) Data Integration
Programming Languages
1 5 (55.56%) MATLAB
1 5 (55.56%) Python
1 5 (55.56%) R
1 5 (55.56%) VBA
2 2 (22.22%) SQL
Qualifications
1 6 (66.67%) Degree
2 1 (11.11%) CISA
2 1 (11.11%) CISM
2 1 (11.11%) CISSP
Quality Assurance & Compliance
1 7 (77.78%) Data Quality
Vendors
1 3 (33.33%) Microsoft
1 3 (33.33%) Teradata
2 1 (11.11%) Minitab