Period
to 27 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 27 May 2018 with a comparison to the same period in the previous 2 years.

SPSS
England > South West
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 335 305 314
Rank change year-on-year -30 +9 +12
Permanent jobs citing SPSS 14 24 31
As % of all permanent IT jobs advertised in the South West 0.13% 0.23% 0.28%
As % of the Applications category 1.64% 2.65% 2.86%
Number of salaries quoted 12 21 29
South West median annual salary £43,750 £42,000 £60,000
Median salary % change year-on-year +4.17% -30.00% +33.33%
10th Percentile £26,875 £35,000 £32,500
90th Percentile £56,399 £50,000 £82,500
England median annual salary £42,500 £46,000 £48,500
% change year-on-year -7.61% -5.15% +2.11%

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 the South West with a requirement for software application skills.

All Software Application Skills
South West
Permanent vacancies with a requirement for software application skills 853 904 1,083
As % of all permanent IT jobs advertised in the South West 7.97% 8.78% 9.75%
Number of salaries quoted 607 763 869
South West median annual salary £32,000 £33,000 £32,500
Median salary % change year-on-year -3.03% +1.54% -
10th Percentile £20,000 £20,500 £20,500
90th Percentile £53,250 £48,750 £50,000
England median annual salary £37,500 £37,500 £37,500

SPSS
Job Vacancy Trend in the South West

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

Job vacancy trend for SPSS in the South West

SPSS
Salary Trend in the South West

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

Salary trend for SPSS in the South West

SPSS
Salary Histogram in the South West

The salary distribution of IT jobs citing SPSS in the South West over the 6 months to 27 May 2018.

Salary histogram for SPSS in the South West

SPSS
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the South West region over the 6 months to 27 May 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
Bristol -13 5 £43,750 +9.38% 2
Somerset +26 3 £34,736 -30.53% 2
Wiltshire -9 3 £45,000 +5.88%
Devon +16 1 £65,000 +47.73%
Dorset - 1 £35,000 -
SPSS
England

For the 6 months to 27 May 2018, IT jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South West region with a requirement for SPSS.

1 10 (71.43%) SAS
1 10 (71.43%) Analytics
2 9 (64.29%) Analytical Skills
2 9 (64.29%) R
3 8 (57.14%) Business Intelligence
3 8 (57.14%) Data Analytics
4 7 (50.00%) SQL
4 7 (50.00%) Tableau
5 6 (42.86%) Visualisation
6 5 (35.71%) QlikView
6 5 (35.71%) Problem-Solving
7 4 (28.57%) Data Science
7 4 (28.57%) Data Governance
7 4 (28.57%) Data Quality
7 4 (28.57%) Mathematics
7 4 (28.57%) Spotfire
7 4 (28.57%) Data Cleansing
7 4 (28.57%) Microsoft
7 4 (28.57%) Python
7 4 (28.57%) Microsoft Excel
7 4 (28.57%) Stakeholder Management
8 3 (21.43%) Data Modelling
8 3 (21.43%) Finance
8 3 (21.43%) Data Analysis
8 3 (21.43%) Predictive Modelling
8 3 (21.43%) SQL Server Integration Services
9 2 (14.29%) Power BI
9 2 (14.29%) Customer Insight
9 2 (14.29%) SQL Server Analysis Services
9 2 (14.29%) Machine Learning

SPSS
Co-occurring IT Skills in the South West 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 10 (71.43%) SAS
2 1 (7.14%) Apache Spark
2 1 (7.14%) SharePoint Server
Applications
1 4 (28.57%) Microsoft Excel
2 1 (7.14%) Microsoft Project
2 1 (7.14%) SPSS Modeler
Cloud Services
1 1 (7.14%) Azure Machine Learning
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 5 (35.71%) QlikView
2 4 (28.57%) Spotfire
3 3 (21.43%) SQL Server Integration Services
4 2 (14.29%) Data Mining
4 2 (14.29%) Power BI
4 2 (14.29%) SQL Server
4 2 (14.29%) SQL Server Analysis Services
4 2 (14.29%) SQL Server Reporting Services
5 1 (7.14%) Big Data
5 1 (7.14%) Crystal Reports
5 1 (7.14%) Geospatial Data
5 1 (7.14%) GIS
5 1 (7.14%) KNIME
5 1 (7.14%) MS Access
5 1 (7.14%) NoSQL
5 1 (7.14%) Qlik Sense
5 1 (7.14%) Relational Database
5 1 (7.14%) SQL Server 2012
Development Applications
1 1 (7.14%) RStudio
General
1 3 (21.43%) Finance
2 1 (7.14%) Retail
Job Titles
1 4 (28.57%) Analyst
1 4 (28.57%) Analytics Consultant
1 4 (28.57%) Consultant
1 4 (28.57%) Data Analytics Consultant
1 4 (28.57%) Data Consultant
1 4 (28.57%) Senior Consultant
1 4 (28.57%) Senior Data Analytics Consultant
2 2 (14.29%) Data Analyst
2 2 (14.29%) Data Scientist
2 2 (14.29%) Developer
3 1 (7.14%) Business Developer
3 1 (7.14%) Data Manager
3 1 (7.14%) Graduate
3 1 (7.14%) Information Analyst
3 1 (7.14%) Infrastructure Manager
3 1 (7.14%) Infrastructure Project Manager
3 1 (7.14%) Junior
3 1 (7.14%) Junior Analyst
3 1 (7.14%) Project Manager
3 1 (7.14%) SQL Developer
Miscellaneous
1 9 (64.29%) Analytical Skills
2 1 (7.14%) NHS
Processes & Methodologies
1 10 (71.43%) Analytics
2 8 (57.14%) Business Intelligence
2 8 (57.14%) Data Analytics
3 6 (42.86%) Visualisation
4 5 (35.71%) Problem-Solving
5 4 (28.57%) Data Cleansing
5 4 (28.57%) Data Governance
5 4 (28.57%) Data Science
5 4 (28.57%) Mathematics
5 4 (28.57%) Stakeholder Management
6 3 (21.43%) Data Analysis
6 3 (21.43%) Data Modelling
6 3 (21.43%) Predictive Modelling
7 2 (14.29%) Continuous Improvement
7 2 (14.29%) Customer Insight
7 2 (14.29%) Data Management
7 2 (14.29%) Data Visualisation
7 2 (14.29%) Machine Learning
7 2 (14.29%) Statistical Analysis
7 2 (14.29%) Statistics
Programming Languages
1 9 (64.29%) R
2 7 (50.00%) SQL
3 4 (28.57%) Python
4 2 (14.29%) C++
4 2 (14.29%) Java
5 1 (7.14%) C
5 1 (7.14%) MATLAB
5 1 (7.14%) Scala
5 1 (7.14%) T-SQL
Qualifications
1 2 (14.29%) Degree
2 1 (7.14%) Numerate Degree
2 1 (7.14%) PhD
2 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 4 (28.57%) Data Quality
Vendors
1 7 (50.00%) Tableau
2 4 (28.57%) Microsoft
3 1 (7.14%) Alteryx
3 1 (7.14%) Capita
3 1 (7.14%) Cloudera
3 1 (7.14%) Splunk