Period
to 21 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 21 October 2017 with a comparison to the same period in the previous 2 years.

SPSS
England > West Midlands
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 285 323 310
Rank change year-on-year +38 -13 -6
Permanent jobs citing SPSS 38 17 19
As % of all permanent IT jobs advertised in the West Midlands 0.39% 0.14% 0.17%
As % of the Applications category 3.75% 1.40% 1.86%
Number of salaries quoted 38 13 2
West Midlands median annual salary £32,500 £40,000 £36,250
Median salary % change year-on-year -18.75% +10.34% -5.84%
10th Percentile £27,125 £25,700 £29,875
90th Percentile £44,750 £47,500 £39,625
England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - -

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 the West Midlands with a requirement for software application skills.

All Software Application Skills
West Midlands
Permanent vacancies with a requirement for software application skills 1012 1213 1021
As % of all permanent IT jobs advertised in the West Midlands 10.26% 10.29% 9.19%
Number of salaries quoted 815 928 811
West Midlands median annual salary £32,500 £32,500 £30,000
Median salary % change year-on-year - +8.33% -11.76%
10th Percentile £21,250 £21,250 £19,999
90th Percentile £53,750 £56,000 £51,250
England median annual salary £37,500 £37,500 £37,500

SPSS
Job Vacancy Trend in the West Midlands

Job postings citing SPSS as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for SPSS in the West Midlands

SPSS
Salary Trend in the West Midlands

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

Salary trend for SPSS in the West Midlands

SPSS
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing SPSS in the West Midlands over the 6 months to 21 October 2017.

Salary histogram for SPSS in the West Midlands

SPSS
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the West Midlands region over the 6 months to 21 October 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
Warwickshire +34 33 £32,500 -20.73%
Coventry - 4 £35,000 -
Birmingham +15 1 £26,500 -37.65%
SPSS
England

For the 6 months to 21 October 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 West Midlands region with a requirement for SPSS.

1 32 (84.21%) SQL
2 30 (78.95%) Analytics
3 23 (60.53%) Machine Learning
4 21 (55.26%) Business Intelligence
5 20 (52.63%) IBM
5 20 (52.63%) Python
5 20 (52.63%) R
6 19 (50.00%) SAS
7 18 (47.37%) SQL Server Integration Services
7 18 (47.37%) Microsoft Azure
7 18 (47.37%) SQL Server
7 18 (47.37%) Cognos
7 18 (47.37%) DataStage
7 18 (47.37%) Azure Machine Learning
7 18 (47.37%) Power BI
7 18 (47.37%) Azure Data Factory
8 14 (36.84%) Data Warehouse
8 14 (36.84%) ETL
9 13 (34.21%) Analytical Skills
10 11 (28.95%) Information Management
11 10 (26.32%) Data Analytics
12 9 (23.68%) Actionable Insight
12 9 (23.68%) Marketing
12 9 (23.68%) SAS Enterprise Guide
13 8 (21.05%) SAP Data Services
13 8 (21.05%) SAP
13 8 (21.05%) Informatica
14 6 (15.79%) Data Analysis
14 6 (15.79%) SQL Server 2008
15 5 (13.16%) Degree

SPSS
Co-occurring IT Skills in the West Midlands 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 19 (50.00%) SAS
Applications
1 1 (2.63%) Microsoft Excel
Cloud Services
1 18 (47.37%) Azure Data Factory
1 18 (47.37%) Azure Machine Learning
1 18 (47.37%) Microsoft Azure
2 1 (2.63%) Office 365
Database & Business Intelligence
1 18 (47.37%) DataStage
1 18 (47.37%) Power BI
1 18 (47.37%) SQL Server
1 18 (47.37%) SQL Server Integration Services
2 14 (36.84%) Data Warehouse
3 9 (23.68%) SAS Enterprise Guide
4 8 (21.05%) SAP Data Services
5 6 (15.79%) SQL Server 2008
6 4 (10.53%) Big Data
7 3 (7.89%) Data Mining
7 3 (7.89%) SAS EBI
8 2 (5.26%) Data Lake
General
1 9 (23.68%) Marketing
2 3 (7.89%) Finance
3 2 (5.26%) Automotive
3 2 (5.26%) Manufacturing
Job Titles
1 18 (47.37%) Analyst
2 9 (23.68%) Marketing Analyst
3 8 (21.05%) Business Intelligence Specialist
3 8 (21.05%) Data Warehouse Specialist
4 7 (18.42%) Junior
5 6 (15.79%) Consultant
6 5 (13.16%) Data Analyst
6 5 (13.16%) Data Modeller
6 5 (13.16%) Data Scientist
7 4 (10.53%) Big Data Developer
7 4 (10.53%) Developer
7 4 (10.53%) Junior Developer
8 3 (7.89%) Business Intelligence Analyst
8 3 (7.89%) Business Intelligence Consultant
8 3 (7.89%) Data Mining Analyst
8 3 (7.89%) Data Warehouse Consultant
8 3 (7.89%) Graduate
8 3 (7.89%) Junior Consultant
8 3 (7.89%) SAS Analyst
8 3 (7.89%) SAS BI Analyst
Libraries, Frameworks & Software Standards
1 3 (7.89%) HTML
1 3 (7.89%) HTML5
Miscellaneous
1 13 (34.21%) Analytical Skills
Processes & Methodologies
1 30 (78.95%) Analytics
2 23 (60.53%) Machine Learning
3 21 (55.26%) Business Intelligence
4 14 (36.84%) ETL
5 11 (28.95%) Information Management
6 10 (26.32%) Data Analytics
7 9 (23.68%) Actionable Insight
8 6 (15.79%) Data Analysis
9 4 (10.53%) Statistics
10 3 (7.89%) Data Migration
10 3 (7.89%) Migration
11 2 (5.26%) Capacity Planning
11 2 (5.26%) CRM
11 2 (5.26%) Data Modelling
11 2 (5.26%) ERP
11 2 (5.26%) PLM
11 2 (5.26%) Predictive Analytics
11 2 (5.26%) Presales
12 1 (2.63%) Infographics
12 1 (2.63%) Statistical Analysis
Programming Languages
1 32 (84.21%) SQL
2 20 (52.63%) Python
2 20 (52.63%) R
3 3 (7.89%) C++
3 3 (7.89%) HiveQL
3 3 (7.89%) Java
4 2 (5.26%) MATLAB
Qualifications
1 5 (13.16%) Degree
1 5 (13.16%) PhD
Vendors
1 20 (52.63%) IBM
2 18 (47.37%) Cognos
3 8 (21.05%) Informatica
3 8 (21.05%) SAP
4 4 (10.53%) Microsoft
4 4 (10.53%) Tableau
5 3 (7.89%) MicroStrategy