Period
to 14 November 2019

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 14 November 2019 with a comparison to the same period in the previous 2 years.

SPSS
UK > England
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 914 931 833
Rank change year-on-year +17 -98 -62
Permanent jobs citing SPSS 113 206 369
As % of all permanent IT jobs advertised in England 0.089% 0.14% 0.22%
As % of the Applications category 1.10% 1.52% 2.45%
Number of salaries quoted 97 148 287
England median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -10.00%
10th Percentile £22,750 £30,700 £29,250
90th Percentile £83,100 £78,250 £87,500
UK median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -10.00%

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 England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 10,294 13,559 15,049
As % of all permanent IT jobs advertised in England 8.12% 8.90% 8.88%
Number of salaries quoted 8,198 10,542 11,793
England median annual salary £38,000 £40,000 £37,500
Median salary % change year-on-year -5.00% +6.67% -
10th Percentile £22,250 £22,000 £22,000
90th Percentile £67,500 £67,500 £65,000
UK median annual salary £37,500 £40,000 £37,500
% change year-on-year -6.25% +6.67% -

SPSS
Job Vacancy Trend in England

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

Job vacancy trend for SPSS in England

SPSS
Salary Trend in England

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

Salary trend for SPSS in England

SPSS
Salary Histogram in England

The salary distribution of IT jobs citing SPSS in England over the 6 months to 14 November 2019.

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 14 November 2019. 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 +47 82 £47,500 -6.86% 4
South East +38 12 £45,000 +3.75%
Midlands +37 8 £28,500 -32.94%
East Midlands -3 6 £28,000 -
North of England +21 5 £27,750 -14.62%
South West +1 5 £52,500 +18.31% 1
Yorkshire +4 4 £32,500 -23.53%
West Midlands +35 2 £41,750 -1.76%
East of England +56 1 £20,000 -66.67%
North West +15 1 £22,500 -30.77%
SPSS
UK

For the 6 months to 14 November 2019, 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 76 (67.26%) SQL
2 71 (62.83%) SAS
3 68 (60.18%) Python
4 61 (53.98%) R
5 60 (53.10%) Analytical Skills
6 57 (50.44%) Analytics
7 46 (40.71%) Degree
8 35 (30.97%) Business Intelligence
9 34 (30.09%) Microsoft Excel
10 32 (28.32%) Tableau
10 32 (28.32%) Power BI
10 32 (28.32%) Power Platform
11 30 (26.55%) Visualisation
12 25 (22.12%) Machine Learning
12 25 (22.12%) Finance
13 24 (21.24%) Data Science
14 22 (19.47%) Statistical Modelling
14 22 (19.47%) Decision-Making
15 20 (17.70%) Marketing
16 19 (16.81%) Mathematics
17 18 (15.93%) Data Analysis
17 18 (15.93%) Microsoft
18 17 (15.04%) Agile Software Development
18 17 (15.04%) Data Visualisation
19 16 (14.16%) Retail
20 15 (13.27%) Statistical Analysis
20 15 (13.27%) Data Modelling
20 15 (13.27%) Problem-Solving
20 15 (13.27%) Recommender Systems
21 14 (12.39%) CRM

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 71 (62.83%) SAS
2 2 (1.77%) Apache
2 2 (1.77%) Apache Pig
2 2 (1.77%) Apache Spark
2 2 (1.77%) WebSphere
2 2 (1.77%) WebSphere Application Server
Applications
1 34 (30.09%) Microsoft Excel
2 10 (8.85%) Stata
3 6 (5.31%) Microsoft Office
4 3 (2.65%) Microsoft PowerPoint
4 3 (2.65%) Spreadsheet
4 3 (2.65%) SPSS Modeler
5 2 (1.77%) Mathematica
6 1 (0.88%) EViews
Business Applications
1 8 (7.08%) FastStats
2 5 (4.42%) Dynamics CRM
3 3 (2.65%) Cognos Business Intelligence
4 2 (1.77%) Cognos TM1
Cloud Services
1 32 (28.32%) Power Platform
2 8 (7.08%) GCP
3 3 (2.65%) AWS
3 3 (2.65%) Azure
3 3 (2.65%) Google Analytics
4 1 (0.88%) Adobe Analytics
Database & Business Intelligence
1 32 (28.32%) Power BI
2 11 (9.73%) Data Mining
3 9 (7.96%) Big Data
3 9 (7.96%) QlikView
4 7 (6.19%) Data Warehouse
4 7 (6.19%) Hadoop
4 7 (6.19%) SQL Server
5 5 (4.42%) BigQuery
5 5 (4.42%) Data Lake
6 4 (3.54%) Apache Hive
6 4 (3.54%) Oracle Reports
6 4 (3.54%) SQL Server Reporting Services
7 3 (2.65%) Impala
7 3 (2.65%) OLAP
7 3 (2.65%) Oracle OLAP
8 2 (1.77%) BusinessObjects
8 2 (1.77%) IBM InfoSphere
8 2 (1.77%) Mahout
8 2 (1.77%) Neo4j
8 2 (1.77%) SQL Server Integration Services
General
1 25 (22.12%) Finance
2 20 (17.70%) Marketing
3 16 (14.16%) Retail
4 11 (9.73%) Local Government
4 11 (9.73%) Pharmaceutical
5 8 (7.08%) Banking
6 4 (3.54%) Legal
7 3 (2.65%) Games
7 3 (2.65%) Law
7 3 (2.65%) Social Science
8 2 (1.77%) Public Sector
9 1 (0.88%) Aerospace
9 1 (0.88%) Telecoms
Job Titles
1 55 (48.67%) Analyst
2 23 (20.35%) Data Analyst
3 12 (10.62%) Consultant
3 12 (10.62%) Support Analyst
4 11 (9.73%) Applications Support
4 11 (9.73%) Applications Support Analyst
4 11 (9.73%) Insight Analyst
4 11 (9.73%) Software Analyst
4 11 (9.73%) Software Support Analyst
5 10 (8.85%) Data Consultant
5 10 (8.85%) Data Scientist
6 9 (7.96%) Data Science Consultant
7 8 (7.08%) Management Consultant
8 7 (6.19%) Developer
9 6 (5.31%) Business Intelligence Analyst
9 6 (5.31%) SPSS Analyst
10 5 (4.42%) Credit Risk Manager
10 5 (4.42%) Risk Manager
11 4 (3.54%) Business Intelligence Data Analyst
11 4 (3.54%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 13 (11.50%) Natural Language Processing
2 2 (1.77%) CSS
2 2 (1.77%) J2EE
2 2 (1.77%) MLlib
2 2 (1.77%) XML
3 1 (0.88%) .NET
Miscellaneous
1 60 (53.10%) Analytical Skills
2 13 (11.50%) NHS
3 7 (6.19%) Management Information System
4 5 (4.42%) Credit Risk
5 3 (2.65%) Algorithms
5 3 (2.65%) Robotics
6 2 (1.77%) Linked Data
6 2 (1.77%) Social Network
7 1 (0.88%) Data Centre
7 1 (0.88%) Data Protection Act
7 1 (0.88%) Greenfield Project
7 1 (0.88%) Social Media
Processes & Methodologies
1 57 (50.44%) Analytics
2 35 (30.97%) Business Intelligence
3 30 (26.55%) Visualisation
4 25 (22.12%) Machine Learning
5 24 (21.24%) Data Science
6 22 (19.47%) Decision-Making
6 22 (19.47%) Statistical Modelling
7 19 (16.81%) Mathematics
8 18 (15.93%) Data Analysis
9 17 (15.04%) Agile Software Development
9 17 (15.04%) Data Visualisation
10 15 (13.27%) Data Modelling
10 15 (13.27%) Problem-Solving
10 15 (13.27%) Recommender Systems
10 15 (13.27%) Statistical Analysis
11 14 (12.39%) Artificial Intelligence
11 14 (12.39%) CRM
11 14 (12.39%) Statistics
12 13 (11.50%) Actionable Insight
12 13 (11.50%) Project Delivery
Programming Languages
1 76 (67.26%) SQL
2 68 (60.18%) Python
3 61 (53.98%) R
4 12 (10.62%) MATLAB
5 9 (7.96%) Java
6 7 (6.19%) VBA
7 4 (3.54%) C++
8 3 (2.65%) JavaScript
8 3 (2.65%) VB
9 2 (1.77%) Julia
9 2 (1.77%) Ruby
9 2 (1.77%) SAS Macro
9 2 (1.77%) Scala
9 2 (1.77%) SPARQL
9 2 (1.77%) T-SQL
10 1 (0.88%) C
10 1 (0.88%) Data Analysis Expressions (DAX)
10 1 (0.88%) PHP
10 1 (0.88%) Shell Script
Qualifications
1 46 (40.71%) Degree
2 11 (9.73%) DBS Check
3 4 (3.54%) PhD
4 3 (2.65%) Computer Science Degree
4 3 (2.65%) Numerate Degree
5 1 (0.88%) Master's Degree
5 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 5 (4.42%) IFRS
1 5 (4.42%) IFRS 9
2 3 (2.65%) Data Quality
2 3 (2.65%) GDPR
3 1 (0.88%) Actionable Recommendations
3 1 (0.88%) PMO
Vendors
1 32 (28.32%) Tableau
2 18 (15.93%) Microsoft
3 9 (7.96%) IBM
4 8 (7.08%) Google
4 8 (7.08%) Oracle
5 3 (2.65%) Alteryx
5 3 (2.65%) Cognos
5 3 (2.65%) Informatica
5 3 (2.65%) Salesforce.com
6 2 (1.77%) Blue Prism
6 2 (1.77%) Hyperion
6 2 (1.77%) SAP
6 2 (1.77%) UiPath
7 1 (0.88%) Ab Initio
7 1 (0.88%) Adobe
7 1 (0.88%) Mapinfo
7 1 (0.88%) MicroStrategy
7 1 (0.88%) Minitab
7 1 (0.88%) OutSystems
7 1 (0.88%) Snowplow