Period
to 6 April 2020

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 6 April 2020 with a comparison to the same period in the previous 2 years.

SPSS
UK > England
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 832 936 887
Rank change year-on-year +104 -49 -79
Permanent jobs citing SPSS 120 160 282
As % of all permanent jobs advertised in England 0.11% 0.12% 0.17%
As % of the Applications category 1.47% 1.36% 1.98%
Number of salaries quoted 101 119 225
Median annual salary £42,500 £45,000 £43,750
Median salary % change year-on-year -5.56% +2.86% -4.89%
10th Percentile £31,250 £26,750 £28,800
90th Percentile £64,250 £75,000 £86,500
UK median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% -7.61%

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 8,181 11,800 14,214
As % of all permanent IT jobs advertised in England 7.58% 8.53% 8.55%
Number of salaries quoted 6,433 8,818 11,271
Median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £23,250 £23,000 £21,750
90th Percentile £70,000 £68,750 £65,000
UK median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +1.35%

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 6 April 2020.

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 6 April 2020. 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 +85 60 £46,000 +5.75% 2
South West +49 17 £42,500 -5.56%
South East +52 16 £45,000 -33.33%
North of England +76 12 £30,500 -35.79%
North West +43 12 £30,500 -35.79%
Midlands +40 10 £37,500 -16.67%
West Midlands +48 8 £37,500 -16.67%
East of England +42 2 £31,250 +17.92%
East Midlands +22 2 £51,250 -
SPSS
UK

For the 6 months to 6 April 2020, 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 98 (81.67%) SQL
2 80 (66.67%) Analytics
3 69 (57.50%) Python
4 64 (53.33%) Data Analysis
5 57 (47.50%) SAS
5 57 (47.50%) Business Intelligence
6 56 (46.67%) Analytical Skills
7 47 (39.17%) Visualisation
8 41 (34.17%) Data Science
9 38 (31.67%) Machine Learning
9 38 (31.67%) R
10 36 (30.00%) Statistical Modelling
11 35 (29.17%) Tableau
12 32 (26.67%) ETL
13 31 (25.83%) Statistics
14 30 (25.00%) Data Modelling
14 30 (25.00%) Microsoft Excel
14 30 (25.00%) Data Visualisation
15 28 (23.33%) Decision-Making
16 27 (22.50%) Natural Language Processing
17 26 (21.67%) Finance
17 26 (21.67%) Degree
18 25 (20.83%) Power BI
18 25 (20.83%) Power Platform
19 24 (20.00%) Stakeholder Management
20 23 (19.17%) Mathematics
20 23 (19.17%) Information Management
21 22 (18.33%) Marketing
21 22 (18.33%) Big Data
22 19 (15.83%) Data Extraction

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 57 (47.50%) SAS
2 17 (14.17%) ArcGIS
3 8 (6.67%) Apache Spark
4 2 (1.67%) Apache
Applications
1 30 (25.00%) Microsoft Excel
2 1 (0.83%) Microsoft PowerPoint
2 1 (0.83%) SPSS Modeler
2 1 (0.83%) Stata
Business Applications
1 9 (7.50%) FastStats
2 2 (1.67%) SAP ERP
2 2 (1.67%) SAP InfiniteInsight
3 1 (0.83%) Cognos Business Intelligence
Cloud Services
1 25 (20.83%) Power Platform
2 6 (5.00%) AWS
3 5 (4.17%) Google Analytics
4 2 (1.67%) Adobe Analytics
5 1 (0.83%) Azure
5 1 (0.83%) SurveyMonkey
Database & Business Intelligence
1 25 (20.83%) Power BI
2 22 (18.33%) Big Data
3 18 (15.00%) BusinessObjects
4 12 (10.00%) Data Warehouse
5 11 (9.17%) Hadoop
6 10 (8.33%) Data Mining
7 9 (7.50%) SQL Server Reporting Services
8 8 (6.67%) Crystal Reports
9 7 (5.83%) MS Access
9 7 (5.83%) SQL Server
10 6 (5.00%) QlikView
10 6 (5.00%) Relational Database
10 6 (5.00%) SQL Server Integration Services
11 5 (4.17%) Neo4j
12 4 (3.33%) Apache Hive
12 4 (3.33%) GIS
13 2 (1.67%) NoSQL
13 2 (1.67%) PostgreSQL
13 2 (1.67%) Spotfire
13 2 (1.67%) SQL Server 2008
General
1 26 (21.67%) Finance
2 22 (18.33%) Marketing
3 6 (5.00%) Banking
4 5 (4.17%) Legal
5 2 (1.67%) Dutch Language
5 2 (1.67%) Public Sector
6 1 (0.83%) Advertising
6 1 (0.83%) Automotive
6 1 (0.83%) Games
6 1 (0.83%) Italian Language
6 1 (0.83%) Portuguese Language
6 1 (0.83%) Retail
6 1 (0.83%) Social Science
Job Titles
1 68 (56.67%) Analyst
2 39 (32.50%) Data Analyst
3 20 (16.67%) Insight Analyst
4 19 (15.83%) SQL Analyst
5 18 (15.00%) Data Scientist
6 17 (14.17%) SQL Data Analyst
7 16 (13.33%) Data Insight Analyst
7 16 (13.33%) Insight Data Analyst
8 14 (11.67%) Business Intelligence Analyst
9 13 (10.83%) Consultant
10 10 (8.33%) Analytics Manager
10 10 (8.33%) SPSS Analyst
11 9 (7.50%) Data Consultant
11 9 (7.50%) Power BI Analyst
11 9 (7.50%) Senior Analyst
12 8 (6.67%) SPSS Data Analyst
13 6 (5.00%) Analytics Consultant
13 6 (5.00%) Data Science Manager
13 6 (5.00%) Senior Data Analyst
13 6 (5.00%) Systems Analyst
Libraries, Frameworks & Software Standards
1 27 (22.50%) Natural Language Processing
2 17 (14.17%) Anaconda
3 5 (4.17%) NetworkX
3 5 (4.17%) Web Services
3 5 (4.17%) XML
4 1 (0.83%) CSS
4 1 (0.83%) D3.js
4 1 (0.83%) HTML
Miscellaneous
1 56 (46.67%) Analytical Skills
2 17 (14.17%) Algorithms
2 17 (14.17%) Augmented Reality
2 17 (14.17%) Linked Data
2 17 (14.17%) Semantic Web
2 17 (14.17%) User Experience
3 8 (6.67%) Management Information System
4 6 (5.00%) Data Protection Act
5 5 (4.17%) Data Structures
6 4 (3.33%) Credit Risk
7 2 (1.67%) NHS
Operating Systems
1 1 (0.83%) Windows
Processes & Methodologies
1 80 (66.67%) Analytics
2 64 (53.33%) Data Analysis
3 57 (47.50%) Business Intelligence
4 47 (39.17%) Visualisation
5 41 (34.17%) Data Science
6 38 (31.67%) Machine Learning
7 36 (30.00%) Statistical Modelling
8 32 (26.67%) ETL
9 31 (25.83%) Statistics
10 30 (25.00%) Data Modelling
10 30 (25.00%) Data Visualisation
11 28 (23.33%) Decision-Making
12 24 (20.00%) Stakeholder Management
13 23 (19.17%) Information Management
13 23 (19.17%) Mathematics
14 19 (15.83%) Actionable Insight
14 19 (15.83%) Data Extraction
15 18 (15.00%) Data Analytics
16 17 (14.17%) Data Architecture
16 17 (14.17%) Data Governance
Programming Languages
1 98 (81.67%) SQL
2 69 (57.50%) Python
3 38 (31.67%) R
4 17 (14.17%) C
5 10 (8.33%) VBA
6 9 (7.50%) PL/SQL
7 6 (5.00%) JavaScript
7 6 (5.00%) MATLAB
8 5 (4.17%) Scala
9 3 (2.50%) T-SQL
10 2 (1.67%) Java
10 2 (1.67%) VB
11 1 (0.83%) C++
11 1 (0.83%) Data Analysis Expressions (DAX)
Qualifications
1 26 (21.67%) Degree
2 5 (4.17%) Postgraduate
3 1 (0.83%) DV Cleared
3 1 (0.83%) MCSA
3 1 (0.83%) MCSE
3 1 (0.83%) Microsoft Certification
3 1 (0.83%) Numerate Degree
3 1 (0.83%) PRINCE2 Certification
3 1 (0.83%) SC Cleared
3 1 (0.83%) Security Cleared
Quality Assurance & Compliance
1 4 (3.33%) Actionable Recommendations
1 4 (3.33%) IFRS
1 4 (3.33%) IFRS 9
2 3 (2.50%) SLA
3 1 (0.83%) GDPR
System Software
1 1 (0.83%) HDFS
Vendors
1 35 (29.17%) Tableau
2 13 (10.83%) Oracle
3 7 (5.83%) Microsoft
4 6 (5.00%) Google
5 5 (4.17%) IBM
6 4 (3.33%) Alteryx
7 3 (2.50%) Adobe
7 3 (2.50%) Alterian
7 3 (2.50%) SAP
8 2 (1.67%) Sawtooth Software
9 1 (0.83%) Cognos
9 1 (0.83%) comScore
9 1 (0.83%) Coremetrics
9 1 (0.83%) Facebook
9 1 (0.83%) Hitwise
9 1 (0.83%) MicroStrategy
9 1 (0.83%) Omniture
9 1 (0.83%) RapidMiner
9 1 (0.83%) Snowplow
9 1 (0.83%) Spotify