Period
to 24 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

SPSS
North West > Cheshire
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 157 130 186
Rank change year-on-year -27 +56 +2
Permanent jobs citing SPSS 6 9 2
As % of all permanent IT jobs advertised in Cheshire 0.23% 0.41% 0.057%
As % of the Applications category 2.59% 4.00% 0.40%
Number of salaries quoted 5 9 2
Cheshire median annual salary £35,000 £30,223 £20,500
Median salary % change year-on-year +15.81% +47.43% -71.72%
10th Percentile £25,750 £27,749 £17,650
90th Percentile £46,500 £92,500 £23,350
North West median annual salary £35,000 £42,000 £34,500
% change year-on-year -16.67% +21.74% -16.87%

SPSS is in the software application 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 software application skills.

Software Application Skills
Cheshire
Permanent job vacancies with a requirement for software application skills 232 225 501
As % of all permanent IT job vacancies advertised in Cheshire 8.85% 10.14% 14.38%
Number of salaries quoted 161 185 337
Cheshire median annual salary £30,000 £30,223 £34,500
Median salary % change year-on-year -0.74% -12.40% +7.81%
10th Percentile £19,000 £19,000 £19,000
90th Percentile £50,000 £50,001 £47,500
North West median annual salary £32,500 £32,500 £32,500

SPSS
Job Vacancy Trend in Cheshire

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

Job vacancy trend for SPSS in Cheshire

SPSS
Salary Trend in Cheshire

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

Salary trend for SPSS in Cheshire

SPSS
Salary Histogram in Cheshire

The salary distribution of IT jobs citing SPSS in Cheshire over the 6 months to 24 July 2017.

Salary histogram for SPSS in Cheshire

SPSS
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Cheshire region over the 6 months to 24 July 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 - 5 £35,000 -
Warrington -14 1 £35,000 +15.81%
SPSS
North West

For the 6 months to 24 July 2017, IT jobs citing SPSS 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 SPSS.

1 5 (83.33%) SAS
1 5 (83.33%) Business Intelligence
2 4 (66.67%) SQL
2 4 (66.67%) R
3 3 (50.00%) Tableau
3 3 (50.00%) FastStats
3 3 (50.00%) Dynamics CRM
3 3 (50.00%) SQL Server
3 3 (50.00%) Microsoft Excel
3 3 (50.00%) CRM
3 3 (50.00%) Microsoft
3 3 (50.00%) Salesforce.com
3 3 (50.00%) Power BI
3 3 (50.00%) SAS EBI
4 2 (33.33%) Analytics
4 2 (33.33%) Analytical Skills
4 2 (33.33%) Stakeholder Management
4 2 (33.33%) Data Quality
5 1 (16.67%) D3.js
5 1 (16.67%) Data Analytics
5 1 (16.67%) AngularJS
5 1 (16.67%) Visualisation
5 1 (16.67%) Banking
5 1 (16.67%) Statistics
5 1 (16.67%) Computer Science
5 1 (16.67%) PL/SQL
5 1 (16.67%) Python
5 1 (16.67%) Data Warehouse
5 1 (16.67%) ETL
5 1 (16.67%) Finance

SPSS
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 5 (83.33%) SAS
Applications
1 3 (50.00%) Microsoft Excel
Business Applications
1 3 (50.00%) Dynamics CRM
1 3 (50.00%) FastStats
Database & Business Intelligence
1 3 (50.00%) Power BI
1 3 (50.00%) SAS EBI
1 3 (50.00%) SQL Server
2 1 (16.67%) Data Warehouse
2 1 (16.67%) Relational Database
General
1 1 (16.67%) Banking
1 1 (16.67%) Finance
Job Titles
1 3 (50.00%) Analyst
1 3 (50.00%) Data Analyst
2 2 (33.33%) Data Manager
3 1 (16.67%) Business Intelligence Consultant
3 1 (16.67%) Consultant
3 1 (16.67%) Data Insight Analyst
3 1 (16.67%) Data Quality Manager
3 1 (16.67%) Insight Analyst
3 1 (16.67%) Insight Data Analyst
3 1 (16.67%) Microsoft BI Consultant
3 1 (16.67%) Microsoft Consultant
3 1 (16.67%) Quality Manager
3 1 (16.67%) SQL Analyst
3 1 (16.67%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (16.67%) AngularJS
1 1 (16.67%) D3.js
Miscellaneous
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Computer Science
Processes & Methodologies
1 5 (83.33%) Business Intelligence
2 3 (50.00%) CRM
3 2 (33.33%) Analytics
3 2 (33.33%) Stakeholder Management
4 1 (16.67%) Dashboard Development
4 1 (16.67%) Data Analytics
4 1 (16.67%) ETL
4 1 (16.67%) Performance Tuning
4 1 (16.67%) Statistics
4 1 (16.67%) Visualisation
Programming Languages
1 4 (66.67%) R
1 4 (66.67%) SQL
2 1 (16.67%) PL/SQL
2 1 (16.67%) Python
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
Vendors
1 3 (50.00%) Microsoft
1 3 (50.00%) Salesforce.com
1 3 (50.00%) Tableau