Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 October 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 25 October 2021 with a comparison to the same period in the previous 2 years.

SPSS
England > London
6 months to
25 Oct 2021		 Same period 2020 Same period 2019
Rank 687 445 646
Rank change year-on-year -242 +201 +69
Permanent jobs citing SPSS 33 16 91
As % of all permanent jobs advertised in London 0.065% 0.081% 0.17%
As % of the Applications category 0.88% 1.36% 2.14%
Number of salaries quoted 21 14 80
10th Percentile £33,500 £41,250 £22,750
25th Percentile £35,250 £44,688 £27,250
Median annual salary (50th Percentile) £52,500 £52,500 £46,250
Median % change year-on-year - +13.51% -7.50%
75th Percentile £62,250 £55,000 £61,875
90th Percentile £95,000 " £84,000
England median annual salary £55,000 £50,000 £44,500
% change year-on-year +10.00% +12.36% -6.32%

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 London with a requirement for software application skills.

All Software Application Skills
London
Permanent vacancies with a requirement for software application skills 3,763 1,174 4,252
As % of all permanent IT jobs advertised in London 7.43% 5.97% 7.82%
Number of salaries quoted 2,571 985 3,471
10th Percentile £30,750 £31,250 £26,250
25th Percentile £38,750 £41,250 £32,500
Median annual salary (50th Percentile) £52,500 £55,000 £45,000
Median % change year-on-year -4.55% +22.22% -5.26%
75th Percentile £70,000 £72,500 £62,500
90th Percentile £85,000 £87,500 £75,000
England median annual salary £43,000 £45,000 £37,500
% change year-on-year -4.44% +20.00% -6.25%

SPSS
Job Vacancy Trend in London

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

Job vacancy trend for SPSS in London

SPSS
Salary Trend in London

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

Salary trend for SPSS in London

SPSS
Salary Histogram in London

Salary distribution for jobs citing SPSS in London over the 6 months to 25 October 2021.

Salary histogram for SPSS in London

SPSS
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the London region over the 6 months to 25 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
Central London -71 7 £37,500 -31.82%
SPSS
England

For the 6 months to 25 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 London region with a requirement for SPSS.

1 19 (57.58%) SQL
2 18 (54.55%) Analytics
3 14 (42.42%) SAS
3 14 (42.42%) Marketing
3 14 (42.42%) Tableau
4 10 (30.30%) Business Intelligence
4 10 (30.30%) Python
5 9 (27.27%) Advertising
5 9 (27.27%) Data Analysis
5 9 (27.27%) Business Case
6 8 (24.24%) Analytical Skills
6 8 (24.24%) R
6 8 (24.24%) Finance
7 7 (21.21%) Microsoft Excel
7 7 (21.21%) Mathematics
7 7 (21.21%) Social Skills
7 7 (21.21%) Global Marketing
8 6 (18.18%) Quantitative Research
8 6 (18.18%) Alteryx
8 6 (18.18%) Degree
8 6 (18.18%) Data Visualisation
8 6 (18.18%) Visualisation
8 6 (18.18%) SQL Server
9 5 (15.15%) ETL
9 5 (15.15%) Project Management
9 5 (15.15%) Predictive Modelling
9 5 (15.15%) Process Improvement
9 5 (15.15%) Banking
9 5 (15.15%) Campaign Analysis
9 5 (15.15%) Business Transformation

SPSS
Co-occurring IT Skills in London 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 14 (42.42%) SAS
2 3 (9.09%) Confluence
3 1 (3.03%) Apache Spark
Applications
1 7 (21.21%) Microsoft Excel
2 2 (6.06%) Microsoft PowerPoint
2 2 (6.06%) Stata
3 1 (3.03%) Microsoft Office
Business Applications
1 1 (3.03%) SAP Oil and Gas
Cloud Services
1 5 (15.15%) Snowflake
1 5 (15.15%) SurveyMonkey
2 3 (9.09%) GitHub
2 3 (9.09%) Power Platform
3 1 (3.03%) AWS
3 1 (3.03%) Azure
3 1 (3.03%) Azure Cosmos DB
3 1 (3.03%) Microsoft 365
Communications & Networking
1 1 (3.03%) Intranet
Database & Business Intelligence
1 14 (42.42%) Tableau
2 6 (18.18%) SQL Server
3 4 (12.12%) Big Data
3 4 (12.12%) BusinessObjects
4 3 (9.09%) Data Mining
4 3 (9.09%) Enterprise Data Warehouse
4 3 (9.09%) Metadata
4 3 (9.09%) Power BI
5 2 (6.06%) DataStage
5 2 (6.06%) Spotfire
6 1 (3.03%) Hadoop
6 1 (3.03%) HBase
6 1 (3.03%) MongoDB
6 1 (3.03%) PostgreSQL
6 1 (3.03%) RDBMS
6 1 (3.03%) Redis
6 1 (3.03%) SAP HANA
6 1 (3.03%) SQL Server Integration Services
6 1 (3.03%) SQL Server Reporting Services
6 1 (3.03%) Text Mining
Development Applications
1 3 (9.09%) JIRA
2 1 (3.03%) Visual Studio
2 1 (3.03%) Visual Studio Team System
General
1 14 (42.42%) Marketing
2 9 (27.27%) Advertising
3 8 (24.24%) Analytical Skills
3 8 (24.24%) Finance
4 7 (21.21%) Social Skills
5 5 (15.15%) Banking
6 3 (9.09%) Influencing Skills
6 3 (9.09%) Legal
6 3 (9.09%) Social Science
6 3 (9.09%) Telecoms
7 2 (6.06%) Retail
8 1 (3.03%) Back Office
8 1 (3.03%) Pharmaceutical
8 1 (3.03%) Presentation Skills
Job Titles
1 11 (33.33%) Analyst
1 11 (33.33%) Data Analyst
2 6 (18.18%) Insight Executive
3 5 (15.15%) Consultant
4 3 (9.09%) Data Manager
4 3 (9.09%) Lean Consultant
4 3 (9.09%) Six Sigma Consultant
5 2 (6.06%) Data Analytics Director
5 2 (6.06%) Developer
5 2 (6.06%) Senior Analyst
5 2 (6.06%) Senior Consultant
5 2 (6.06%) Senior Data Analyst
6 1 (3.03%) 2nd Line Support
6 1 (3.03%) Business Intelligence Analyst
6 1 (3.03%) Market Analyst
6 1 (3.03%) Programmer
6 1 (3.03%) Research Analyst
6 1 (3.03%) Senior Marketing Analyst
6 1 (3.03%) SQL Developer
6 1 (3.03%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (6.06%) XML
2 1 (3.03%) .NET
2 1 (3.03%) ASP.NET
2 1 (3.03%) D3.js
2 1 (3.03%) Shiny
Miscellaneous
1 3 (9.09%) Algorithms
1 3 (9.09%) Credit Risk
2 2 (6.06%) Management Information System
Processes & Methodologies
1 18 (54.55%) Analytics
2 10 (30.30%) Business Intelligence
3 9 (27.27%) Business Case
3 9 (27.27%) Data Analysis
4 7 (21.21%) Global Marketing
4 7 (21.21%) Mathematics
5 6 (18.18%) Data Visualisation
5 6 (18.18%) Quantitative Research
5 6 (18.18%) Visualisation
6 5 (15.15%) Business Transformation
6 5 (15.15%) Campaign Analysis
6 5 (15.15%) Coaching
6 5 (15.15%) Collaborative Working
6 5 (15.15%) Data Strategy
6 5 (15.15%) ETL
6 5 (15.15%) Post-Campaign Analysis
6 5 (15.15%) Predictive Modelling
6 5 (15.15%) Process Improvement
6 5 (15.15%) Project Management
6 5 (15.15%) Storytelling
Programming Languages
1 19 (57.58%) SQL
2 10 (30.30%) Python
3 8 (24.24%) R
4 3 (9.09%) VB
4 3 (9.09%) VBA
5 2 (6.06%) JavaScript
6 1 (3.03%) C#
6 1 (3.03%) Java
6 1 (3.03%) T-SQL
Qualifications
1 6 (18.18%) Degree
2 3 (9.09%) Six Sigma Black Belt
2 3 (9.09%) Six Sigma Green Belt
2 3 (9.09%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
Systems Management
1 1 (3.03%) Microsoft Intune
Vendors
1 6 (18.18%) Alteryx
2 5 (15.15%) Askia
2 5 (15.15%) Qualtrics
3 3 (9.09%) Microsoft
3 3 (9.09%) Minitab
4 2 (6.06%) Cognos
4 2 (6.06%) Informatica
4 2 (6.06%) Trillium
5 1 (3.03%) SAP