Period
to

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 24 May 2022 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
24 May 2022
Same period 2021 Same period 2020
Rank 531 451 415
Rank change year-on-year -80 -36 +164
Contract jobs citing SPSS 41 21 18
As % of all contract jobs advertised in London 0.11% 0.087% 0.091%
As % of the Applications category 1.62% 1.44% 1.20%
Number of daily rates quoted 28 18 13
10th Percentile £218 £207 £318
25th Percentile £328 £273 £368
Median daily rate (50th Percentile) £475 £350 £425
Median % change year-on-year +35.71% -17.65% +29.77%
75th Percentile £557 £369 £450
90th Percentile £600 £468 £470
England median daily rate £475 £350 £435
% change year-on-year +35.71% -19.54% -20.91%
Number of hourly rates quoted 4 1 0
10th Percentile £33.03 - -
25th Percentile £33.81 - -
Median hourly rate £36.50 £31.64 -
Median % change year-on-year +15.36% - -
75th Percentile £40.94 - -
90th Percentile £44.88 - -
England median hourly rate £36.50 £26.12 -
% change year-on-year +39.77% - -

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 2,534 1,455 1,501
As % of all contract IT jobs advertised in London 6.56% 5.99% 7.55%
Number of daily rates quoted 1,720 906 1,023
10th Percentile £200 £219 £161
25th Percentile £347 £338 £255
Median daily rate (50th Percentile) £500 £450 £400
Median % change year-on-year +11.11% +12.50% -
75th Percentile £600 £550 £506
90th Percentile £700 £638 £625
England median daily rate £433 £400 £375
% change year-on-year +8.13% +6.67% -
Number of hourly rates quoted 95 56 72
10th Percentile £14.75 £13.81 £12.42
25th Percentile £25.84 £15.80 £14.44
Median hourly rate £44.50 £22.50 £19.00
Median % change year-on-year +97.78% +18.42% -
75th Percentile £49.25 £37.25 £25.50
90th Percentile £53.30 £50.91 £35.73
England median hourly rate £21.78 £19.00 £17.50
% change year-on-year +14.63% +8.57% +6.06%

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 24 May 2022.

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 24 May 2022. 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
Jobs
Central London -31 6 £205 -46.05% 1
SPSS
England

For the 6 months to 24 May 2022, 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 26 (63.41%) SAS
2 24 (58.54%) R
3 20 (48.78%) Statistical Analysis
3 20 (48.78%) SQL
3 20 (48.78%) Analytical Skills
4 18 (43.90%) Analytics
5 16 (39.02%) Statistics
6 13 (31.71%) Data Science
7 12 (29.27%) Python
7 12 (29.27%) Agile
8 11 (26.83%) Degree
9 10 (24.39%) Machine Learning
9 10 (24.39%) Power Platform
9 10 (24.39%) Power BI
10 9 (21.95%) Social Skills
10 9 (21.95%) Stata
10 9 (21.95%) Microsoft Excel
11 8 (19.51%) Business Intelligence
11 8 (19.51%) MATLAB
12 7 (17.07%) Data Analysis
12 7 (17.07%) Mathematics
12 7 (17.07%) Hadoop
12 7 (17.07%) Algorithms
13 6 (14.63%) Apache Spark
13 6 (14.63%) Actionable Insight
13 6 (14.63%) Presentation Skills
13 6 (14.63%) SurveyMonkey
13 6 (14.63%) Quantitative Research
13 6 (14.63%) Marketing
13 6 (14.63%) Google

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 26 (63.41%) SAS
2 6 (14.63%) Apache Spark
Applications
1 9 (21.95%) Microsoft Excel
1 9 (21.95%) Stata
2 3 (7.32%) Microsoft PowerPoint
2 3 (7.32%) Spreadsheet
3 1 (2.44%) SPSS Modeler
Business Applications
1 3 (7.32%) SAP Oil and Gas
2 1 (2.44%) Maximo
Cloud Services
1 10 (24.39%) Power Platform
2 6 (14.63%) SurveyMonkey
3 4 (9.76%) Azure
4 3 (7.32%) AWS
4 3 (7.32%) Azure Cosmos DB
4 3 (7.32%) GCP
4 3 (7.32%) Google Analytics
4 3 (7.32%) Google Data Studio
5 1 (2.44%) Azure Data Factory
5 1 (2.44%) Facebook Ads
5 1 (2.44%) IBM Cloud
Communications & Networking
1 3 (7.32%) TETRA
Database & Business Intelligence
1 10 (24.39%) Power BI
2 7 (17.07%) Hadoop
3 6 (14.63%) Data Mining
3 6 (14.63%) Tableau
4 4 (9.76%) Data Lake
4 4 (9.76%) PostgreSQL
5 3 (7.32%) Amazon QuickSight
5 3 (7.32%) Apache Hive
5 3 (7.32%) HBase
5 3 (7.32%) HDInsight
5 3 (7.32%) Looker
5 3 (7.32%) MongoDB
5 3 (7.32%) MySQL
5 3 (7.32%) NoSQL
5 3 (7.32%) QlikView
5 3 (7.32%) Redis
5 3 (7.32%) SAP BW
5 3 (7.32%) SAP HANA
5 3 (7.32%) SQL Server
6 2 (4.88%) BusinessObjects
Development Applications
1 3 (7.32%) Git (software)
2 1 (2.44%) Toad
General
1 20 (48.78%) Analytical Skills
2 9 (21.95%) Social Skills
3 6 (14.63%) Finance
3 6 (14.63%) Marketing
3 6 (14.63%) Presentation Skills
4 5 (12.20%) Advertising
4 5 (12.20%) Influencing Skills
4 5 (12.20%) Social Science
5 4 (9.76%) Public Sector
5 4 (9.76%) Retail
6 3 (7.32%) Games
7 2 (4.88%) Dutch Language
Job Titles
1 18 (43.90%) Analyst
2 12 (29.27%) Data Analyst
3 10 (24.39%) Data Scientist
4 5 (12.20%) Research Manager
5 4 (9.76%) Senior Analyst
6 3 (7.32%) Digital Analyst
6 3 (7.32%) Digital Analytics Analyst
6 3 (7.32%) Google Analytics Analyst
6 3 (7.32%) SQL Analyst
6 3 (7.32%) SQL Data Analyst
6 3 (7.32%) User Experience Researcher
6 3 (7.32%) User Researcher
7 2 (4.88%) Junior
7 2 (4.88%) Junior Analyst
7 2 (4.88%) Junior Data Analyst
8 1 (2.44%) Marketing Analyst
8 1 (2.44%) Research Analyst
8 1 (2.44%) SAP Analyst
8 1 (2.44%) SAP Data Analyst
8 1 (2.44%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 3 (7.32%) scikit-learn
1 3 (7.32%) TensorFlow
1 3 (7.32%) Torch
2 2 (4.88%) Shiny
3 1 (2.44%) .NET
3 1 (2.44%) COM
3 1 (2.44%) XML
Miscellaneous
1 7 (17.07%) Algorithms
2 3 (7.32%) NHS
2 3 (7.32%) User Experience
3 2 (4.88%) Data Protection Act
3 2 (4.88%) Freedom of Information
3 2 (4.88%) Social Media
4 1 (2.44%) FMCG
4 1 (2.44%) Management Information System
4 1 (2.44%) Renewable Energy
Processes & Methodologies
1 20 (48.78%) Statistical Analysis
2 18 (43.90%) Analytics
3 16 (39.02%) Statistics
4 13 (31.71%) Data Science
5 12 (29.27%) Agile
6 10 (24.39%) Machine Learning
7 8 (19.51%) Business Intelligence
8 7 (17.07%) Data Analysis
8 7 (17.07%) Mathematics
9 6 (14.63%) Actionable Insight
9 6 (14.63%) Artificial Intelligence
9 6 (14.63%) Qualitative Research
9 6 (14.63%) Quantitative Research
10 5 (12.20%) Predictive Analytics
10 5 (12.20%) User-Centered Design (UCD)
10 5 (12.20%) Visualisation
11 4 (9.76%) Customer Insight
11 4 (9.76%) Economics
11 4 (9.76%) Open Source
11 4 (9.76%) Statistical Modelling
Programming Languages
1 24 (58.54%) R
2 20 (48.78%) SQL
3 12 (29.27%) Python
4 8 (19.51%) MATLAB
5 3 (7.32%) C++
5 3 (7.32%) Julia
6 2 (4.88%) JavaScript
7 1 (2.44%) C#
7 1 (2.44%) VBA
Qualifications
1 11 (26.83%) Degree
2 4 (9.76%) Numerate Degree
3 1 (2.44%) Postgraduate
3 1 (2.44%) SC Cleared
3 1 (2.44%) Security Cleared
Quality Assurance & Compliance
1 1 (2.44%) Data Quality
1 1 (2.44%) QA
Systems Management
1 1 (2.44%) Kibana
Vendors
1 6 (14.63%) Google
2 5 (12.20%) Microsoft
3 4 (9.76%) SAP
4 3 (7.32%) Alteryx
4 3 (7.32%) MicroStrategy
4 3 (7.32%) Qualtrics
5 1 (2.44%) Facebook
5 1 (2.44%) IBM
5 1 (2.44%) Oracle
5 1 (2.44%) Splunk