The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

SPSS
South East / Berkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 181 205 215
Rank change year-on-year +24 +10  
Permanent jobs citing SPSS 1 2 9
As % of all permanent IT jobs advertised in Berkshire 0.030% 0.044% 0.18%
As % of the Applications category 0.34% 0.59% 2.00%
Number of salaries quoted 0 2 9
Median salary - £36,000 £60,000
Median salary % change year-on-year - -40.00%  
UK excluding London median salary £41,000 £50,000 £44,500
% change year-on-year -18.00% +12.35%  

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 Berkshire with a requirement for software application skills.

Software Application Skills
Berkshire
Permanent job vacancies with a requirement for software application skills 297 338 449
As % of all permanent IT job vacancies advertised in Berkshire 8.96% 7.46% 8.88%
Number of salaries quoted 222 260 326
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £25,000 £24,000 £22,500
10% offered a salary of more than £55,000 £65,000 £65,000
UK excluding London median salary £34,000 £33,500 £34,000
% change year-on-year +1.49% -1.47%  

SPSS
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

Job vacancy trend for SPSS in Berkshire

SPSS
Salary Trend in Berkshire

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

Salary trend for SPSS in Berkshire

For the 6 months to 27 June 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 Berkshire region with a requirement for SPSS.

1 2 (100.00%) SAS
1 2 (100.00%) Analytics
2 1 (50.00%) Information Retrieval
2 1 (50.00%) Apache Spark
2 1 (50.00%) Data Structures
2 1 (50.00%) MLlib
2 1 (50.00%) SPSS Modeler
2 1 (50.00%) Sentiment Analysis
2 1 (50.00%) Customer Requirements
2 1 (50.00%) UIMA
2 1 (50.00%) Semantic Search
2 1 (50.00%) Cognitive Computing
2 1 (50.00%) Java
2 1 (50.00%) SQL
2 1 (50.00%) SQL Server
2 1 (50.00%) Apache
2 1 (50.00%) Python
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Mining
2 1 (50.00%) Business Intelligence
2 1 (50.00%) IBM
2 1 (50.00%) Microsoft
2 1 (50.00%) MATLAB
2 1 (50.00%) Telecoms
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) Data Analysis
2 1 (50.00%) Neural Network
2 1 (50.00%) Marketing
2 1 (50.00%) Use Case

SPSS
Co-occurring IT Skills in Berkshire 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 2 (100.00%) SAS
2 1 (50.00%) Apache
2 1 (50.00%) Apache Spark
Applications
1 1 (50.00%) Microsoft Excel
1 1 (50.00%) SPSS Modeler
Database & Business Intelligence
1 1 (50.00%) Big Data
1 1 (50.00%) Data Mining
1 1 (50.00%) Hadoop
1 1 (50.00%) Mahout
1 1 (50.00%) SQL Server
General
1 1 (50.00%) Marketing
1 1 (50.00%) Telecoms
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Architect
1 1 (50.00%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) MLlib
1 1 (50.00%) Natural Language Processing
1 1 (50.00%) UIMA
Miscellaneous
1 1 (50.00%) Data Structures
Processes & Methodologies
1 2 (100.00%) Analytics
2 1 (50.00%) Big Data Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Cognitive Computing
2 1 (50.00%) Customer Requirements
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Modelling
2 1 (50.00%) Information Retrieval
2 1 (50.00%) Machine Learning
2 1 (50.00%) Neural Network
2 1 (50.00%) Open Source
2 1 (50.00%) Semantic Search
2 1 (50.00%) Sentiment Analysis
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) Use Case
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) MATLAB
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) SQL
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) IBM
1 1 (50.00%) Microsoft