Period
to 24 November 2017

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

SPSS
England > South West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 305 310 326
Rank change year-on-year +5 +16 +15
Permanent jobs citing SPSS 25 40 28
As % of all permanent IT jobs advertised in the South West 0.24% 0.37% 0.24%
As % of the Applications category 2.84% 3.69% 2.75%
Number of salaries quoted 24 33 30
South West median annual salary £42,500 £50,000 £46,250
Median salary % change year-on-year -15.00% +8.11% +2.78%
10th Percentile £25,575 £40,000 £32,500
90th Percentile £50,000 £82,250 £58,750
England median annual salary £46,500 £50,000 £50,000
% change year-on-year -7.00% - -

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 South West with a requirement for software application skills.

All Software Application Skills
South West
Permanent vacancies with a requirement for software application skills 881 1083 1020
As % of all permanent IT jobs advertised in the South West 8.58% 9.95% 8.56%
Number of salaries quoted 704 878 816
South West median annual salary £32,500 £32,500 £32,500
10th Percentile £20,500 £19,500 £19,750
90th Percentile £47,500 £54,375 £49,204
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 24 November 2017.

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 24 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
Wiltshire +12 10 £43,000 -14.00%
Bristol -20 6 £39,991 -48.40% 1
Gloucestershire - 6 £30,000 -
Devon -5 3 £44,500 -11.00%
SPSS
England

For the 6 months to 24 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 South West region with a requirement for SPSS.

1 22 (88.00%) SQL
2 16 (64.00%) SAS
3 14 (56.00%) Degree
3 14 (56.00%) R
3 14 (56.00%) Analytical Skills
4 12 (48.00%) Analytics
5 11 (44.00%) Marketing
6 10 (40.00%) Business Intelligence
7 9 (36.00%) Mathematics
8 7 (28.00%) Visualisation
8 7 (28.00%) Predictive Modelling
8 7 (28.00%) Continuous Improvement
8 7 (28.00%) Data Management
9 6 (24.00%) CHAID
9 6 (24.00%) JavaScript
9 6 (24.00%) Statistical Modelling
9 6 (24.00%) Relational Database
9 6 (24.00%) Statistics
9 6 (24.00%) Direct Marketing
9 6 (24.00%) Cluster Analysis
10 5 (20.00%) Management Information System
10 5 (20.00%) Statistical Analysis
10 5 (20.00%) Python
10 5 (20.00%) Microsoft Excel
10 5 (20.00%) SQL Server
10 5 (20.00%) SPSS Modeler
11 4 (16.00%) RStudio
11 4 (16.00%) Data Mining
11 4 (16.00%) ETL
11 4 (16.00%) Retail

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 (64.00%) SAS
2 3 (12.00%) Apache Spark
2 3 (12.00%) Exchange Server 2007
2 3 (12.00%) MS Exchange
2 3 (12.00%) SharePoint
Applications
1 5 (20.00%) Microsoft Excel
1 5 (20.00%) SPSS Modeler
2 2 (8.00%) Microsoft PowerPoint
2 2 (8.00%) Spreadsheet
Business Applications
1 3 (12.00%) Dynamics CRM
2 1 (4.00%) SAP InfiniteInsight
Cloud Services
1 3 (12.00%) Cloud Computing
1 3 (12.00%) Google Cloud Platform
Communications & Networking
1 2 (8.00%) Internet
Database & Business Intelligence
1 6 (24.00%) Relational Database
2 5 (20.00%) SQL Server
3 4 (16.00%) Big Data
3 4 (16.00%) Data Mining
3 4 (16.00%) NoSQL
4 3 (12.00%) Apache Hive
4 3 (12.00%) BigQuery
4 3 (12.00%) Data Warehouse
4 3 (12.00%) Geospatial Data
4 3 (12.00%) GIS
4 3 (12.00%) Hadoop
4 3 (12.00%) Impala
4 3 (12.00%) RDBMS
4 3 (12.00%) SQL Server 2012
4 3 (12.00%) SQL Server Reporting Services
5 2 (8.00%) QlikView
6 1 (4.00%) BusinessObjects
6 1 (4.00%) Power BI
6 1 (4.00%) Spotfire
Development Applications
1 4 (16.00%) RStudio
General
1 11 (44.00%) Marketing
2 4 (16.00%) Finance
2 4 (16.00%) Retail
3 3 (12.00%) Law
Job Titles
1 11 (44.00%) Analyst
2 10 (40.00%) Data Analyst
3 5 (20.00%) Data Insight Analyst
3 5 (20.00%) Insight Analyst
3 5 (20.00%) Insight Data Analyst
4 4 (16.00%) Data Scientist
5 3 (12.00%) Data Analysis Manager
5 3 (12.00%) Data Manager
5 3 (12.00%) Developer
5 3 (12.00%) Junior
5 3 (12.00%) Junior Developer
6 2 (8.00%) ETL Analyst
6 2 (8.00%) Senior Manager
6 2 (8.00%) SPSS Analyst
6 2 (8.00%) SPSS Data Analyst
6 2 (8.00%) SQL Analyst
6 2 (8.00%) SQL Data Analyst
7 1 (4.00%) Analytics Consultant
7 1 (4.00%) Econometrics Analyst
7 1 (4.00%) Senior Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 3 (12.00%) .NET
1 3 (12.00%) Ajax
1 3 (12.00%) ASP.NET
1 3 (12.00%) CSS
1 3 (12.00%) D3.js
1 3 (12.00%) HTML
1 3 (12.00%) jQuery
1 3 (12.00%) Natural Language Processing
1 3 (12.00%) TensorFlow
1 3 (12.00%) Theano
1 3 (12.00%) Twitter Bootstrap
Miscellaneous
1 14 (56.00%) Analytical Skills
2 5 (20.00%) Management Information System
3 4 (16.00%) Algorithms
4 3 (12.00%) Blog
4 3 (12.00%) Data Protection Act
Operating Systems
1 3 (12.00%) Windows
1 3 (12.00%) Windows Server
1 3 (12.00%) Windows Server 2008
1 3 (12.00%) Windows Server 2012
Processes & Methodologies
1 12 (48.00%) Analytics
2 10 (40.00%) Business Intelligence
3 9 (36.00%) Mathematics
4 7 (28.00%) Continuous Improvement
4 7 (28.00%) Data Management
4 7 (28.00%) Predictive Modelling
4 7 (28.00%) Visualisation
5 6 (24.00%) CHAID
5 6 (24.00%) Cluster Analysis
5 6 (24.00%) Direct Marketing
5 6 (24.00%) Statistical Modelling
5 6 (24.00%) Statistics
6 5 (20.00%) Statistical Analysis
7 4 (16.00%) Customer Analytics
7 4 (16.00%) Data Protection
7 4 (16.00%) ETL
7 4 (16.00%) Machine Learning
7 4 (16.00%) Stakeholder Management
8 3 (12.00%) Data Munging
8 3 (12.00%) Data Privacy
Programming Languages
1 22 (88.00%) SQL
2 14 (56.00%) R
3 6 (24.00%) JavaScript
4 5 (20.00%) Python
5 3 (12.00%) C#
5 3 (12.00%) MATLAB
5 3 (12.00%) T-SQL
Qualifications
1 14 (56.00%) Degree
2 3 (12.00%) HNC
2 3 (12.00%) HND
2 3 (12.00%) Postgraduate
3 2 (8.00%) Numerate Degree
4 1 (4.00%) PhD
Quality Assurance & Compliance
1 1 (4.00%) Data Quality
System Software
1 3 (12.00%) Active Directory
Vendors
1 3 (12.00%) Microsoft
1 3 (12.00%) Minitab
2 2 (8.00%) IBM
2 2 (8.00%) Tableau
3 1 (4.00%) Cognos