Period
to 23 November 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 23 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
England > West Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 298 321 296
Rank change year-on-year +23 -25 +21
Permanent jobs citing SPSS 30 22 20
As % of all permanent IT jobs advertised in the West Midlands 0.30% 0.19% 0.18%
As % of the Applications category 2.92% 1.90% 2.08%
Number of salaries quoted 30 16 6
West Midlands median annual salary £32,500 £41,250 £45,000
Median salary % change year-on-year -21.21% -8.33% -
10th Percentile £26,250 £29,500 £33,750
90th Percentile £44,750 £47,500 £50,000
England median annual salary £47,000 £50,000 £50,000
% change year-on-year -6.00% - -

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 1027 1155 963
As % of all permanent IT jobs advertised in the West Midlands 10.13% 10.06% 8.85%
Number of salaries quoted 851 901 766
West Midlands median annual salary £32,500 £32,500 £31,500
Median salary % change year-on-year - +3.17% -7.83%
10th Percentile £21,250 £21,250 £20,000
90th Percentile £53,750 £56,000 £50,000
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 23 November 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 23 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
Warwickshire +23 29 £32,500 -12.16%
Birmingham +20 1 £27,500 -35.29% 2
SPSS
England

For the 6 months to 23 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 West Midlands region with a requirement for SPSS.

1 30 (100.00%) SQL
2 24 (80.00%) Analytics
3 19 (63.33%) Machine Learning
4 18 (60.00%) R
4 18 (60.00%) Python
5 15 (50.00%) SAS
5 15 (50.00%) Business Intelligence
5 15 (50.00%) Analytical Skills
6 14 (46.67%) Azure Machine Learning
6 14 (46.67%) Microsoft Azure
6 14 (46.67%) Azure Data Factory
6 14 (46.67%) Power BI
6 14 (46.67%) IBM
6 14 (46.67%) DataStage
6 14 (46.67%) Cognos
6 14 (46.67%) SQL Server
6 14 (46.67%) SQL Server Integration Services
7 10 (33.33%) Data Warehouse
7 10 (33.33%) ETL
7 10 (33.33%) Marketing
8 9 (30.00%) SAS Enterprise Guide
8 9 (30.00%) Data Analytics
8 9 (30.00%) Actionable Insight
9 8 (26.67%) Information Management
10 6 (20.00%) Informatica
10 6 (20.00%) SAP
10 6 (20.00%) SAP Data Services
11 5 (16.67%) Degree
11 5 (16.67%) Data Analysis
11 5 (16.67%) PhD

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 15 (50.00%) SAS
Applications
1 1 (3.33%) Microsoft Excel
1 1 (3.33%) Microsoft Office
Cloud Services
1 14 (46.67%) Azure Data Factory
1 14 (46.67%) Azure Machine Learning
1 14 (46.67%) Microsoft Azure
Database & Business Intelligence
1 14 (46.67%) DataStage
1 14 (46.67%) Power BI
1 14 (46.67%) SQL Server
1 14 (46.67%) SQL Server Integration Services
2 10 (33.33%) Data Warehouse
3 9 (30.00%) SAS Enterprise Guide
4 6 (20.00%) 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 16 (53.33%) Analyst
2 9 (30.00%) Marketing Analyst
3 7 (23.33%) Data Analyst
3 7 (23.33%) Junior
4 6 (20.00%) Business Intelligence Specialist
4 6 (20.00%) Data Warehouse Specialist
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 15 (50.00%) Analytical Skills
Processes & Methodologies
1 24 (80.00%) Analytics
2 19 (63.33%) Machine Learning
3 15 (50.00%) Business Intelligence
4 10 (33.33%) 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%) Analytical Thinking
8 1 (3.33%) Pricing Strategy
8 1 (3.33%) Quantitative Research
8 1 (3.33%) Statistics
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 14 (46.67%) Cognos
1 14 (46.67%) IBM
2 6 (20.00%) Informatica
2 6 (20.00%) SAP
3 4 (13.33%) Microsoft