Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 22 January 2018 with a comparison to the same period in the previous 2 years.

SPSS
West Midlands > Warwickshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 83 88 -
Rank change year-on-year +5 - +113
Permanent jobs citing SPSS 16 10 0
As % of all permanent IT jobs advertised in Warwickshire 1.38% 0.91% -
As % of the Applications category 13.01% 8.85% -
Number of salaries quoted 16 10 0
Warwickshire median annual salary £31,250 £37,000 -
Median salary % change year-on-year -15.54% - -
West Midlands median annual salary £33,750 £37,000 £37,500
% change year-on-year -8.78% -1.33% -16.67%

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for software application skills.

All Software Application Skills
Warwickshire
Permanent vacancies with a requirement for software application skills 123 113 152
As % of all permanent IT jobs advertised in Warwickshire 10.64% 10.34% 10.88%
Number of salaries quoted 108 96 129
Warwickshire median annual salary £31,750 £31,500 £30,000
Median salary % change year-on-year +0.79% +5.00% -
10th Percentile £21,275 £19,750 £19,700
90th Percentile £47,500 £42,500 £53,750
West Midlands median annual salary £32,500 £33,000 £32,500
% change year-on-year -1.52% +1.54% -5.80%

SPSS
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for SPSS in Warwickshire

SPSS
Salary Trend in Warwickshire

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

Salary trend for SPSS in Warwickshire

SPSS
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing SPSS in Warwickshire over the 6 months to 22 January 2018.

Salary histogram for SPSS in Warwickshire

SPSS
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Warwickshire region over the 6 months to 22 January 2018. 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
Warwick - 6 £27,500 -
Nuneaton -8 5 £41,500 +12.16%
SPSS
West Midlands

For the 6 months to 22 January 2018, 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 Warwickshire region with a requirement for SPSS.

1 16 (100.00%) SQL
2 14 (87.50%) Python
2 14 (87.50%) R
3 11 (68.75%) SAS
4 10 (62.50%) Machine Learning
4 10 (62.50%) Analytics
4 10 (62.50%) Analytical Skills
5 6 (37.50%) Marketing
5 6 (37.50%) Business Intelligence
6 5 (31.25%) IBM
6 5 (31.25%) DataStage
6 5 (31.25%) SQL Server
6 5 (31.25%) PhD
6 5 (31.25%) Cognos
6 5 (31.25%) Degree
6 5 (31.25%) Data Analysis
6 5 (31.25%) SQL Server Integration Services
6 5 (31.25%) Azure Machine Learning
6 5 (31.25%) Power BI
6 5 (31.25%) Actionable Insight
6 5 (31.25%) Microsoft Azure
6 5 (31.25%) Data Analytics
6 5 (31.25%) Azure Data Factory
7 4 (25.00%) Big Data
7 4 (25.00%) Information Management
7 4 (25.00%) SAS Enterprise Guide
7 4 (25.00%) Microsoft
8 1 (6.25%) BusinessObjects
8 1 (6.25%) Informatica
8 1 (6.25%) Microsoft Excel

SPSS
Co-occurring IT Skills in Warwickshire 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 11 (68.75%) SAS
Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft Office
Cloud Services
1 5 (31.25%) Azure Data Factory
1 5 (31.25%) Azure Machine Learning
1 5 (31.25%) Microsoft Azure
Database & Business Intelligence
1 5 (31.25%) DataStage
1 5 (31.25%) Power BI
1 5 (31.25%) SQL Server
1 5 (31.25%) SQL Server Integration Services
2 4 (25.00%) Big Data
2 4 (25.00%) SAS Enterprise Guide
3 1 (6.25%) BusinessObjects
3 1 (6.25%) Data Warehouse
3 1 (6.25%) SAP Data Services
General
1 6 (37.50%) Marketing
Job Titles
1 11 (68.75%) Analyst
2 6 (37.50%) Data Analyst
3 5 (31.25%) Data Modeller
3 5 (31.25%) Data Scientist
3 5 (31.25%) Marketing Analyst
4 4 (25.00%) Big Data Developer
4 4 (25.00%) Developer
4 4 (25.00%) Junior
4 4 (25.00%) Junior Developer
5 3 (18.75%) Graduate
5 3 (18.75%) Graduate Analyst
5 3 (18.75%) Graduate Data Analyst
6 2 (12.50%) Senior Analyst
6 2 (12.50%) Senior Data Modeller
6 2 (12.50%) Senior Data Scientist
7 1 (6.25%) Business Intelligence Specialist
7 1 (6.25%) Data Warehouse Specialist
7 1 (6.25%) Supply Chain Analyst
Miscellaneous
1 10 (62.50%) Analytical Skills
Processes & Methodologies
1 10 (62.50%) Analytics
1 10 (62.50%) Machine Learning
2 6 (37.50%) Business Intelligence
3 5 (31.25%) Actionable Insight
3 5 (31.25%) Data Analysis
3 5 (31.25%) Data Analytics
4 4 (25.00%) Information Management
5 1 (6.25%) ETL
5 1 (6.25%) Pricing Strategy
Programming Languages
1 16 (100.00%) SQL
2 14 (87.50%) Python
2 14 (87.50%) R
Qualifications
1 5 (31.25%) Degree
1 5 (31.25%) PhD
Vendors
1 5 (31.25%) Cognos
1 5 (31.25%) IBM
2 4 (25.00%) Microsoft
3 1 (6.25%) Informatica
3 1 (6.25%) SAP