Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
West Midlands > Warwickshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 82 106 108
Rank change year-on-year +24 +2 +6
Permanent jobs citing SPSS 30 5 5
As % of all permanent IT jobs advertised in Warwickshire 2.38% 0.42% 0.35%
As % of the Applications category 21.28% 4.31% 2.66%
Number of salaries quoted 30 5 0
Warwickshire median annual salary £32,500 £37,000 -
Median salary % change year-on-year -12.16% - -
West Midlands median annual salary £32,500 £40,000 £45,000
% change year-on-year -18.75% -11.11% -

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 141 116 188
As % of all permanent IT jobs advertised in Warwickshire 11.20% 9.81% 13.24%
Number of salaries quoted 134 82 168
Warwickshire median annual salary £30,000 £30,000 £27,500
Median salary % change year-on-year - +9.09% -13.39%
10th Percentile £23,750 £20,000 £20,000
90th Percentile £44,750 £47,500 £53,750
West Midlands median annual salary £32,500 £32,500 £31,500
% change year-on-year - +3.17% -7.35%

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 19 November 2017.

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 19 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
Nuneaton 0 9 £41,500 +12.16%
Warwick - 6 £27,500 -
SPSS
West Midlands

For the 6 months to 19 November 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 Warwickshire region with a requirement for SPSS.

1 30 (100.00%) SQL
2 24 (80.00%) Analytics
3 20 (66.67%) Machine Learning
4 18 (60.00%) R
4 18 (60.00%) Python
5 16 (53.33%) Business Intelligence
6 15 (50.00%) IBM
6 15 (50.00%) SAS
6 15 (50.00%) DataStage
6 15 (50.00%) Cognos
6 15 (50.00%) SQL Server
6 15 (50.00%) SQL Server Integration Services
6 15 (50.00%) Microsoft Azure
6 15 (50.00%) Azure Machine Learning
6 15 (50.00%) Power BI
6 15 (50.00%) Azure Data Factory
7 14 (46.67%) Analytical Skills
8 11 (36.67%) Data Warehouse
8 11 (36.67%) ETL
9 10 (33.33%) Marketing
10 9 (30.00%) Actionable Insight
10 9 (30.00%) Data Analytics
10 9 (30.00%) SAS Enterprise Guide
11 8 (26.67%) Information Management
12 7 (23.33%) Informatica
12 7 (23.33%) SAP
12 7 (23.33%) SAP Data Services
13 5 (16.67%) Data Analysis
13 5 (16.67%) Degree
13 5 (16.67%) PhD

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 15 (50.00%) SAS
Applications
1 1 (3.33%) Microsoft Excel
1 1 (3.33%) Microsoft Office
Cloud Services
1 15 (50.00%) Azure Data Factory
1 15 (50.00%) Azure Machine Learning
1 15 (50.00%) Microsoft Azure
Database & Business Intelligence
1 15 (50.00%) DataStage
1 15 (50.00%) Power BI
1 15 (50.00%) SQL Server
1 15 (50.00%) SQL Server Integration Services
2 11 (36.67%) Data Warehouse
3 9 (30.00%) SAS Enterprise Guide
4 7 (23.33%) SAP Data Services
5 4 (13.33%) Big Data
5 4 (13.33%) SQL Server 2008
6 1 (3.33%) BusinessObjects
General
1 10 (33.33%) Marketing
Job Titles
1 15 (50.00%) Analyst
2 9 (30.00%) Marketing Analyst
3 7 (23.33%) Business Intelligence Specialist
3 7 (23.33%) Data Warehouse Specialist
3 7 (23.33%) Junior
4 6 (20.00%) Data Analyst
5 5 (16.67%) Data Modeller
5 5 (16.67%) Data Scientist
6 4 (13.33%) Big Data Developer
6 4 (13.33%) Consultant
6 4 (13.33%) Developer
6 4 (13.33%) Junior Developer
7 3 (10.00%) Business Intelligence Consultant
7 3 (10.00%) Graduate
7 3 (10.00%) Graduate Analyst
7 3 (10.00%) Graduate Data Analyst
7 3 (10.00%) Junior Consultant
8 2 (6.67%) Senior Analyst
8 2 (6.67%) Senior Data Modeller
8 2 (6.67%) Senior Data Scientist
Miscellaneous
1 14 (46.67%) Analytical Skills
Processes & Methodologies
1 24 (80.00%) Analytics
2 20 (66.67%) Machine Learning
3 16 (53.33%) Business Intelligence
4 11 (36.67%) ETL
5 9 (30.00%) Actionable Insight
5 9 (30.00%) Data Analytics
6 8 (26.67%) Information Management
7 5 (16.67%) Data Analysis
8 1 (3.33%) Pricing Strategy
Programming Languages
1 30 (100.00%) SQL
2 18 (60.00%) Python
2 18 (60.00%) R
Qualifications
1 5 (16.67%) Degree
1 5 (16.67%) PhD
Vendors
1 15 (50.00%) Cognos
1 15 (50.00%) IBM
2 7 (23.33%) Informatica
2 7 (23.33%) SAP
3 4 (13.33%) Microsoft