Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
North West > Cheshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 175 132 156
Rank change year-on-year -43 +24 +33
Permanent jobs citing Statistical Analysis 2 16 32
As % of all permanent IT jobs advertised in Cheshire 0.065% 0.71% 1.00%
As % of the Processes & Methodologies category 0.073% 0.81% 1.13%
Number of salaries quoted 2 20 6
Cheshire median annual salary £51,250 £32,500 £36,250
Median salary % change year-on-year +57.69% -10.34% +64.77%
10th Percentile £42,875 £26,125 £20,875
90th Percentile £60,625 £43,750 £51,250
North West median annual salary £55,000 £34,000 £32,500
% change year-on-year +61.76% +4.62% +42.86%

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

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2732 1984 2834
As % of all permanent IT jobs advertised in Cheshire 88.82% 87.44% 88.42%
Number of salaries quoted 2059 1678 2397
Cheshire median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Statistical Analysis
Job Vacancy Trend in Cheshire

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in Cheshire.

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
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Statistical Analysis in Cheshire over the 6 months to 22 November 2017.

Salary histogram for Statistical Analysis in Cheshire

Statistical Analysis
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the Cheshire region over the 6 months to 22 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
Chester -9 1 £42,500 -
Statistical Analysis
North West

For the 6 months to 22 November 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 1 (50.00%) SQL
1 1 (50.00%) SQL Server
1 1 (50.00%) Python
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Data Modelling
1 1 (50.00%) Data Mining
1 1 (50.00%) ETL
1 1 (50.00%) SAS
1 1 (50.00%) Finance
1 1 (50.00%) Teradata
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Retail
1 1 (50.00%) Hadoop
1 1 (50.00%) Apache Hive
1 1 (50.00%) R
1 1 (50.00%) MapReduce
1 1 (50.00%) Data Quality
1 1 (50.00%) Machine Learning
1 1 (50.00%) Apache Pig
1 1 (50.00%) Relational Database
1 1 (50.00%) Apache Spark

Statistical Analysis
Co-occurring 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 1 (50.00%) Apache Pig
1 1 (50.00%) Apache Spark
1 1 (50.00%) SAS
Database & Business Intelligence
1 1 (50.00%) Apache Hive
1 1 (50.00%) Data Mining
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Hadoop
1 1 (50.00%) Relational Database
1 1 (50.00%) SQL Server
General
1 1 (50.00%) Finance
1 1 (50.00%) Retail
Job Titles
1 1 (50.00%) Data Scientist
1 1 (50.00%) Data Warehouse Developer
1 1 (50.00%) Developer
1 1 (50.00%) Senior Data Scientist
Processes & Methodologies
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Data Modelling
1 1 (50.00%) ETL
1 1 (50.00%) Machine Learning
1 1 (50.00%) MapReduce
Programming Languages
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Teradata