Period
to 27 November 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for SPSS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited SPSS over the 6 months to 27 November 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

SPSS
England > London
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 558 381 533
Rank change year-on-year -177 +152 +94
Contract jobs citing SPSS 25 5 25
As % of all contract jobs advertised in London 0.067% 0.032% 0.071%
As % of the Applications category 0.96% 0.49% 0.91%
Number of daily rates quoted 13 2 17
10th Percentile £303 £308 £153
25th Percentile £340 £319 £306
Median daily rate (50th Percentile) £425 £350 £400
Median % change year-on-year +21.43% -12.50% +1.27%
75th Percentile £575 £394 £463
90th Percentile £649 £413 £530
England median daily rate £450 £400 £432
% change year-on-year +12.50% -7.41% -4.00%
Number of hourly rates quoted 1 1 0
Median hourly rate £37.50 £41.00 -
Median % change year-on-year -8.54% - -
England median hourly rate £18.42 £26.00 -
% change year-on-year -29.17% - -

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for software application skills.

All Software Application Skills
London
Contract vacancies with a requirement for software application skills 2,597 1,012 2,743
As % of all contract IT jobs advertised in London 6.92% 6.38% 7.79%
Number of daily rates quoted 1,759 688 1,896
10th Percentile £213 £163 £160
25th Percentile £350 £287 £263
Median daily rate (50th Percentile) £488 £421 £400
Median % change year-on-year +15.73% +5.31% -
75th Percentile £588 £525 £500
90th Percentile £675 £625 £588
England median daily rate £425 £375 £375
% change year-on-year +13.33% - -
Number of hourly rates quoted 66 33 138
10th Percentile £15.89 £12.70 £12.44
25th Percentile £20.46 £17.25 £15.78
Median hourly rate £25.00 £22.50 £19.16
Median % change year-on-year +11.11% +17.42% +0.86%
75th Percentile £41.75 £37.00 £22.93
90th Percentile £52.00 £49.50 £30.90
England median hourly rate £17.98 £20.00 £17.50
% change year-on-year -10.10% +14.29% +9.38%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for SPSS in London

SPSS
Daily Rate Histogram in London

Daily rate distribution for jobs citing SPSS in London over the 6 months to 27 November 2021.

Daily rate histogram for SPSS in London

SPSS
Contractor Hourly Rate Trend in London

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

Hourly rate trend for SPSS in London

SPSS
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SPSS within the London region over the 6 months to 27 November 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West London - 1 £660 -
SPSS
England

For the 6 months to 27 November 2021, IT contractor 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 contract job ads across the London region with a requirement for SPSS.

1 15 (60.00%) R
2 14 (56.00%) SQL
2 14 (56.00%) SAS
3 8 (32.00%) Data Analysis
3 8 (32.00%) Python
3 8 (32.00%) Analytical Skills
4 6 (24.00%) Microsoft Excel
4 6 (24.00%) SQL Server
4 6 (24.00%) Analytics
5 5 (20.00%) Hadoop
5 5 (20.00%) Azure
5 5 (20.00%) Data Mining
5 5 (20.00%) Microsoft
5 5 (20.00%) Agile Software Development
5 5 (20.00%) Apache Spark
6 4 (16.00%) Power BI
6 4 (16.00%) Data Science
6 4 (16.00%) Power Platform
6 4 (16.00%) Statistics
6 4 (16.00%) Business Intelligence
6 4 (16.00%) MySQL
6 4 (16.00%) SAP
6 4 (16.00%) AWS
6 4 (16.00%) MongoDB
6 4 (16.00%) Alteryx
7 3 (12.00%) SAP HANA
7 3 (12.00%) Learning Management System
7 3 (12.00%) HBase
7 3 (12.00%) Redis
7 3 (12.00%) Machine Learning

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 (56.00%) SAS
2 5 (20.00%) Apache Spark
3 1 (4.00%) Apache
Applications
1 6 (24.00%) Microsoft Excel
2 3 (12.00%) Spreadsheet
3 1 (4.00%) SPSS Modeler
3 1 (4.00%) Stata
Business Applications
1 1 (4.00%) SAP Oil and Gas
Cloud Services
1 5 (20.00%) Azure
2 4 (16.00%) AWS
2 4 (16.00%) Power Platform
3 3 (12.00%) Azure Cosmos DB
4 1 (4.00%) Amazon SageMaker
4 1 (4.00%) Azure Synapse Analytics
4 1 (4.00%) GCP
4 1 (4.00%) Google Analytics
4 1 (4.00%) Google Data Studio
Communications & Networking
1 1 (4.00%) DNS
Database & Business Intelligence
1 6 (24.00%) SQL Server
2 5 (20.00%) Data Mining
2 5 (20.00%) Hadoop
3 4 (16.00%) MongoDB
3 4 (16.00%) MySQL
3 4 (16.00%) Power BI
4 3 (12.00%) Data Lake
4 3 (12.00%) HBase
4 3 (12.00%) HDInsight
4 3 (12.00%) PostgreSQL
4 3 (12.00%) Redis
4 3 (12.00%) SAP BW
4 3 (12.00%) SAP HANA
5 2 (8.00%) Data Warehouse
5 2 (8.00%) OLAP
5 2 (8.00%) Relational Database
5 2 (8.00%) Tableau
5 2 (8.00%) Text Mining
6 1 (4.00%) BusinessObjects
6 1 (4.00%) RDBMS
Development Applications
1 1 (4.00%) RStudio
1 1 (4.00%) Visual Studio
1 1 (4.00%) Visual Studio Team System
General
1 8 (32.00%) Analytical Skills
2 3 (12.00%) Presentation Skills
2 3 (12.00%) Social Skills
3 2 (8.00%) Finance
3 2 (8.00%) Marketing
3 2 (8.00%) Public Sector
3 2 (8.00%) Social Science
4 1 (4.00%) Advertising
4 1 (4.00%) Banking
4 1 (4.00%) Inclusion and Diversity
4 1 (4.00%) Influencing Skills
4 1 (4.00%) Retail
Job Titles
1 9 (36.00%) Analyst
2 7 (28.00%) Data Analyst
3 2 (8.00%) Customer Insight Manager
3 2 (8.00%) Data Scientist
3 2 (8.00%) Designer
3 2 (8.00%) Developer
3 2 (8.00%) ETL Designer
3 2 (8.00%) ETL Developer
3 2 (8.00%) Insight Manager
3 2 (8.00%) Market Research Manager
3 2 (8.00%) Research Manager
3 2 (8.00%) User Researcher
4 1 (4.00%) Data Engineer
4 1 (4.00%) Digital Analyst
4 1 (4.00%) Energy Trading Developer
4 1 (4.00%) Machine Learning Engineer
4 1 (4.00%) Marketing Data Analyst
4 1 (4.00%) SPSS Analyst
4 1 (4.00%) SPSS Data Analyst
4 1 (4.00%) SQL Analyst
Libraries, Frameworks & Software Standards
1 3 (12.00%) Web Services
2 1 (4.00%) H2O
2 1 (4.00%) Kafka
2 1 (4.00%) PySpark
2 1 (4.00%) XML
Miscellaneous
1 3 (12.00%) Learning Management System
2 2 (8.00%) Algorithms
3 1 (4.00%) Credit Risk
3 1 (4.00%) Data Structures
3 1 (4.00%) PMI
3 1 (4.00%) Private Cloud
Operating Systems
1 1 (4.00%) Linux
Processes & Methodologies
1 8 (32.00%) Data Analysis
2 6 (24.00%) Analytics
3 5 (20.00%) Agile Software Development
4 4 (16.00%) Business Intelligence
4 4 (16.00%) Data Science
4 4 (16.00%) Statistics
5 3 (12.00%) Customer Insight
5 3 (12.00%) ERP
5 3 (12.00%) ETL
5 3 (12.00%) Machine Learning
5 3 (12.00%) Mathematics
5 3 (12.00%) Predictive Analytics
5 3 (12.00%) Statistical Analysis
5 3 (12.00%) Visualisation
6 2 (8.00%) Complex Event Processing
6 2 (8.00%) Data Cleansing
6 2 (8.00%) Data Visualisation
6 2 (8.00%) Market Research
6 2 (8.00%) Performance Management
6 2 (8.00%) Translating Business Requirements
Programming Languages
1 15 (60.00%) R
2 14 (56.00%) SQL
3 8 (32.00%) Python
4 2 (8.00%) MATLAB
5 1 (4.00%) JavaScript
5 1 (4.00%) PL/SQL
5 1 (4.00%) T-SQL
Qualifications
1 3 (12.00%) SC Cleared
1 3 (12.00%) Security Cleared
2 2 (8.00%) Degree
3 1 (4.00%) CBAP
3 1 (4.00%) Computer Science Degree
3 1 (4.00%) DBS Check
3 1 (4.00%) Numerate Degree
3 1 (4.00%) PMI Certification
Quality Assurance & Compliance
1 3 (12.00%) GDPR
2 2 (8.00%) QA
3 1 (4.00%) Data Quality
System Software
1 1 (4.00%) Docker
Systems Management
1 1 (4.00%) Kubernetes
Vendors
1 5 (20.00%) Microsoft
2 4 (16.00%) Alteryx
2 4 (16.00%) SAP
3 2 (8.00%) Google
3 2 (8.00%) Northgate
4 1 (4.00%) Dataiku
4 1 (4.00%) IBM
4 1 (4.00%) Oracle
4 1 (4.00%) RapidMiner