Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

SPSS
England > South West
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 309 311 309
Rank change year-on-year +2 -2 +39
Permanent jobs citing SPSS 19 29 44
As % of all permanent IT jobs advertised in the South West 0.18% 0.28% 0.40%
As % of the Applications category 2.26% 3.01% 4.46%
Number of salaries quoted 17 28 40
South West median annual salary £43,750 £42,250 £50,000
Median salary % change year-on-year +3.55% -15.50% +30.72%
10th Percentile £30,000 £29,950 £33,625
90th Percentile £52,396 £50,000 £82,500
England median annual salary £45,000 £47,500 £50,000
% change year-on-year -5.26% -5.00% +5.26%

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 839 964 987
As % of all permanent IT jobs advertised in the South West 8.02% 9.28% 9.03%
Number of salaries quoted 620 808 808
South West median annual salary £34,250 £34,000 £32,500
Median salary % change year-on-year +0.74% +4.62% +1.56%
10th Percentile £20,750 £20,500 £19,750
90th Percentile £55,000 £48,750 £53,750
England median annual salary £38,500 £37,500 £37,500
% change year-on-year +2.67% - +1.35%

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 18 August 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 18 August 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 7 £43,750 +9.40% 1
Somerset - 5 £38,750 -
Wiltshire -16 3 £42,500 -1.16%
Devon +17 2 £57,500 +29.94% 1
Dorset - 1 £35,000 -
SPSS
England

For the 6 months to 18 August 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 16 (84.21%) SAS
2 12 (63.16%) Business Intelligence
2 12 (63.16%) R
2 12 (63.16%) Analytics
3 11 (57.89%) Analytical Skills
3 11 (57.89%) Tableau
4 10 (52.63%) Data Analytics
5 9 (47.37%) SQL
6 8 (42.11%) Stakeholder Management
6 8 (42.11%) Visualisation
7 7 (36.84%) QlikView
7 7 (36.84%) Problem-Solving
8 6 (31.58%) Data Governance
8 6 (31.58%) Data Quality
8 6 (31.58%) Data Cleansing
8 6 (31.58%) Spotfire
9 5 (26.32%) Microsoft
9 5 (26.32%) Python
9 5 (26.32%) Microsoft Excel
9 5 (26.32%) Mathematics
9 5 (26.32%) Data Analysis
9 5 (26.32%) SQL Server Analysis Services
9 5 (26.32%) Predictive Modelling
9 5 (26.32%) Data Science
10 4 (21.05%) Power BI
10 4 (21.05%) Statistical Analysis
10 4 (21.05%) SQL Server Integration Services
10 4 (21.05%) Statistics
11 3 (15.79%) MATLAB
11 3 (15.79%) Data Modelling

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 16 (84.21%) SAS
Applications
1 5 (26.32%) Microsoft Excel
2 1 (5.26%) Microsoft Project
2 1 (5.26%) SPSS Modeler
2 1 (5.26%) Stata
Cloud Services
1 1 (5.26%) Azure Machine Learning
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 7 (36.84%) QlikView
2 6 (31.58%) Spotfire
3 5 (26.32%) SQL Server Analysis Services
4 4 (21.05%) Power BI
4 4 (21.05%) SQL Server Integration Services
5 3 (15.79%) SQL Server
5 3 (15.79%) SQL Server Reporting Services
6 2 (10.53%) Data Mining
6 2 (10.53%) SAS EBI
7 1 (5.26%) Big Data
7 1 (5.26%) Crystal Reports
7 1 (5.26%) Geospatial Data
7 1 (5.26%) GIS
7 1 (5.26%) KNIME
7 1 (5.26%) Microsoft Analysis Services
7 1 (5.26%) MS Access
7 1 (5.26%) Qlik Sense
7 1 (5.26%) Relational Database
7 1 (5.26%) SQL Server 2012
Development Applications
1 1 (5.26%) RStudio
General
1 2 (10.53%) Finance
2 1 (5.26%) Retail
Job Titles
1 6 (31.58%) Analyst
1 6 (31.58%) Analytics Consultant
1 6 (31.58%) Consultant
1 6 (31.58%) Data Analytics Consultant
1 6 (31.58%) Data Consultant
1 6 (31.58%) Senior Consultant
1 6 (31.58%) Senior Data Analytics Consultant
2 4 (21.05%) Data Analyst
3 3 (15.79%) Data Scientist
4 2 (10.53%) Data Insight Analyst
4 2 (10.53%) Developer
4 2 (10.53%) Insight Analyst
4 2 (10.53%) Insight Data Analyst
4 2 (10.53%) Senior Analyst
5 1 (5.26%) Business Intelligence Developer
5 1 (5.26%) Database Manager
5 1 (5.26%) Graduate Data Analyst
5 1 (5.26%) Junior Data Analyst
5 1 (5.26%) Senior Information Analyst
5 1 (5.26%) Senior Insight Analyst
Miscellaneous
1 11 (57.89%) Analytical Skills
2 1 (5.26%) NHS
2 1 (5.26%) Replication
Processes & Methodologies
1 12 (63.16%) Analytics
1 12 (63.16%) Business Intelligence
2 10 (52.63%) Data Analytics
3 8 (42.11%) Stakeholder Management
3 8 (42.11%) Visualisation
4 7 (36.84%) Problem-Solving
5 6 (31.58%) Data Cleansing
5 6 (31.58%) Data Governance
6 5 (26.32%) Data Analysis
6 5 (26.32%) Data Science
6 5 (26.32%) Mathematics
6 5 (26.32%) Predictive Modelling
7 4 (21.05%) Statistical Analysis
7 4 (21.05%) Statistics
8 3 (15.79%) Data Modelling
9 2 (10.53%) Continuous Improvement
9 2 (10.53%) Customer Insight
9 2 (10.53%) Data Management
9 2 (10.53%) Data Visualisation
9 2 (10.53%) Statistical Modelling
Programming Languages
1 12 (63.16%) R
2 9 (47.37%) SQL
3 5 (26.32%) Python
4 3 (15.79%) MATLAB
5 1 (5.26%) C
5 1 (5.26%) C++
5 1 (5.26%) Java
5 1 (5.26%) T-SQL
Qualifications
1 2 (10.53%) PhD
2 1 (5.26%) Degree
2 1 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
Vendors
1 11 (57.89%) Tableau
2 5 (26.32%) Microsoft
3 1 (5.26%) Alteryx
3 1 (5.26%) Capita
3 1 (5.26%) Cloudera
3 1 (5.26%) Splunk