Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 October 2021 with a comparison to the same period in the previous 2 years.

SPSS
UK > England
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 918 652 942
Rank change year-on-year -266 +290 +11
Permanent jobs citing SPSS 61 23 133
As % of all permanent jobs advertised in England 0.055% 0.051% 0.11%
As % of the Applications category 0.65% 0.84% 1.28%
Number of salaries quoted 30 19 112
10th Percentile £32,350 £39,900 £22,750
25th Percentile £35,500 £41,250 £30,875
Median annual salary (50th Percentile) £55,000 £50,000 £45,000
Median % change year-on-year +10.00% +11.11% -5.26%
75th Percentile £60,000 £55,000 £58,750
90th Percentile £88,250 " £83,850
UK median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -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 England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 9,330 2,748 10,398
As % of all permanent IT jobs advertised in England 8.44% 6.12% 8.27%
Number of salaries quoted 5,868 2,265 8,322
10th Percentile £25,500 £25,750 £22,500
25th Percentile £31,250 £32,500 £27,000
Median annual salary (50th Percentile) £43,313 £45,000 £37,500
Median % change year-on-year -3.75% +20.00% -6.25%
75th Percentile £60,000 £57,742 £52,500
90th Percentile £75,000 £77,500 £67,500
UK median annual salary £43,500 £45,000 £37,500
% change year-on-year -3.33% +20.00% -5.06%

SPSS
Job Vacancy Trend in England

Job postings citing SPSS as a proportion of all IT jobs advertised in England.

Job vacancy trend for SPSS in England

SPSS
Salary Trend in England

3-month moving average salary quoted in jobs citing SPSS in England.

Salary trend for SPSS in England

SPSS
Salary Histogram in England

Salary distribution for jobs citing SPSS in England over the 6 months to 20 October 2021.

Salary histogram for SPSS in England

SPSS
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the England region over the 6 months to 20 October 2021. 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
London -239 34 £52,500 - 3
East of England -90 11 £60,000 -
South East - 6 £55,000 -
North of England -133 5 £34,125 -17.77%
North West -102 3 £33,249 -19.88%
West Midlands - 2 £55,000 - 1
Yorkshire - 2 £35,000 -
Midlands - 2 £55,000 - 1
South West -89 1 £47,500 -
SPSS
UK

For the 6 months to 20 October 2021, 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 England region with a requirement for SPSS.

1 36 (59.02%) SQL
2 35 (57.38%) SAS
3 29 (47.54%) Analytics
4 26 (42.62%) Microsoft Excel
4 26 (42.62%) Analytical Skills
5 22 (36.07%) R
6 21 (34.43%) Tableau
7 18 (29.51%) Marketing
7 18 (29.51%) Degree
8 16 (26.23%) Python
9 15 (24.59%) Business Intelligence
9 15 (24.59%) Big Data
9 15 (24.59%) Problem-Solving
10 14 (22.95%) VBA
11 13 (21.31%) SAP
11 13 (21.31%) Finance
11 13 (21.31%) Statistics
11 13 (21.31%) Mathematics
11 13 (21.31%) Visualisation
12 12 (19.67%) Data Visualisation
12 12 (19.67%) Data Analysis
12 12 (19.67%) Management Information System
13 11 (18.03%) Decision-Making
14 10 (16.39%) Google
14 10 (16.39%) Social Skills
15 9 (14.75%) Statistical Analysis
15 9 (14.75%) Games
15 9 (14.75%) Logistics
15 9 (14.75%) Advertising
15 9 (14.75%) Publishing

SPSS
Co-occurring IT Skills in England 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 35 (57.38%) SAS
2 3 (4.92%) Confluence
3 2 (3.28%) Apache Spark
Applications
1 26 (42.62%) Microsoft Excel
2 5 (8.20%) Stata
3 2 (3.28%) Microsoft PowerPoint
4 1 (1.64%) EViews
4 1 (1.64%) Microsoft Office
Business Applications
1 3 (4.92%) Cognos Business Intelligence
1 3 (4.92%) IBM Planning Analytics
2 1 (1.64%) SAP Oil and Gas
Cloud Services
1 9 (14.75%) GCP
2 8 (13.11%) Power Platform
3 5 (8.20%) Snowflake
3 5 (8.20%) SurveyMonkey
4 3 (4.92%) GitHub
5 1 (1.64%) Amazon Neptune
5 1 (1.64%) Amazon SageMaker
5 1 (1.64%) AWS
5 1 (1.64%) Azure
5 1 (1.64%) Azure Cosmos DB
5 1 (1.64%) Google Analytics
5 1 (1.64%) Microsoft 365
Communications & Networking
1 1 (1.64%) Intranet
Database & Business Intelligence
1 21 (34.43%) Tableau
2 15 (24.59%) Big Data
3 9 (14.75%) BigQuery
4 8 (13.11%) Power BI
5 7 (11.48%) SQL Server
6 5 (8.20%) BusinessObjects
7 4 (6.56%) Data Mining
7 4 (6.56%) OLAP
8 3 (4.92%) Enterprise Data Warehouse
8 3 (4.92%) Metadata
8 3 (4.92%) Oracle OLAP
9 2 (3.28%) DataStage
9 2 (3.28%) Hadoop
9 2 (3.28%) MongoDB
9 2 (3.28%) RDBMS
9 2 (3.28%) Relational Database
9 2 (3.28%) Spotfire
9 2 (3.28%) Text Mining
10 1 (1.64%) Oracle Reports
10 1 (1.64%) SAP BW
Development Applications
1 3 (4.92%) JIRA
2 1 (1.64%) Visual Studio
2 1 (1.64%) Visual Studio Team System
General
1 26 (42.62%) Analytical Skills
2 18 (29.51%) Marketing
3 13 (21.31%) Finance
4 10 (16.39%) Social Skills
5 9 (14.75%) Advertising
5 9 (14.75%) Games
5 9 (14.75%) Publishing
6 7 (11.48%) Social Science
7 6 (9.84%) Banking
8 5 (8.20%) Pharmaceutical
9 3 (4.92%) Influencing Skills
9 3 (4.92%) Legal
9 3 (4.92%) Retail
9 3 (4.92%) Telecoms
10 2 (3.28%) French Language
10 2 (3.28%) Presentation Skills
11 1 (1.64%) Back Office
Job Titles
1 28 (45.90%) Analyst
2 17 (27.87%) Data Analyst
3 9 (14.75%) Technical Analyst
4 7 (11.48%) Consultant
4 7 (11.48%) Data Scientist
5 6 (9.84%) Insight Executive
6 4 (6.56%) Senior Analyst
7 3 (4.92%) Business Intelligence Manager
7 3 (4.92%) Business Manager
7 3 (4.92%) Data Manager
7 3 (4.92%) Lean Consultant
7 3 (4.92%) Senior Data Analyst
7 3 (4.92%) Six Sigma Consultant
8 2 (3.28%) Analytics Consultant
8 2 (3.28%) Data Analytics Director
8 2 (3.28%) Data Insight Analyst
8 2 (3.28%) Insight Analyst
8 2 (3.28%) Insight Data Analyst
8 2 (3.28%) Marketing Analyst
8 2 (3.28%) Research Scientist
Libraries, Frameworks & Software Standards
1 3 (4.92%) XML
2 1 (1.64%) .NET
2 1 (1.64%) ASP.NET
2 1 (1.64%) D3.js
2 1 (1.64%) Shiny
Miscellaneous
1 12 (19.67%) Management Information System
2 4 (6.56%) Algorithms
2 4 (6.56%) Credit Risk
2 4 (6.56%) Life Science
3 3 (4.92%) User Experience
4 2 (3.28%) Freedom of Information
5 1 (1.64%) NHS
5 1 (1.64%) Self-Motivation
Processes & Methodologies
1 29 (47.54%) Analytics
2 15 (24.59%) Business Intelligence
2 15 (24.59%) Problem-Solving
3 13 (21.31%) Mathematics
3 13 (21.31%) Statistics
3 13 (21.31%) Visualisation
4 12 (19.67%) Data Analysis
4 12 (19.67%) Data Visualisation
5 11 (18.03%) Decision-Making
6 9 (14.75%) Business Case
6 9 (14.75%) Data Pipeline
6 9 (14.75%) Data Science
6 9 (14.75%) Logistics
6 9 (14.75%) Statistical Analysis
7 8 (13.11%) Data Modelling
8 7 (11.48%) Global Marketing
8 7 (11.48%) Project Management
9 6 (9.84%) Predictive Modelling
9 6 (9.84%) Process Improvement
9 6 (9.84%) Quantitative Research
Programming Languages
1 36 (59.02%) SQL
2 22 (36.07%) R
3 16 (26.23%) Python
4 14 (22.95%) VBA
5 4 (6.56%) JavaScript
5 4 (6.56%) VB
6 2 (3.28%) C#
6 2 (3.28%) C++
6 2 (3.28%) Java
6 2 (3.28%) MATLAB
7 1 (1.64%) Perl
7 1 (1.64%) Ruby
7 1 (1.64%) Scala
7 1 (1.64%) T-SQL
Qualifications
1 18 (29.51%) Degree
2 4 (6.56%) Master's Degree
3 3 (4.92%) Six Sigma Black Belt
3 3 (4.92%) Six Sigma Green Belt
3 3 (4.92%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 4 (6.56%) Data Quality
Systems Management
1 1 (1.64%) Microsoft Intune
Vendors
1 13 (21.31%) SAP
2 10 (16.39%) Google
3 7 (11.48%) Alteryx
4 5 (8.20%) Askia
4 5 (8.20%) Cognos
4 5 (8.20%) Qualtrics
5 4 (6.56%) Microsoft
5 4 (6.56%) Oracle
6 3 (4.92%) Hyperion
6 3 (4.92%) IBM
6 3 (4.92%) Minitab
6 3 (4.92%) Saba
7 2 (3.28%) Informatica
7 2 (3.28%) Trillium
8 1 (1.64%) Dataiku