Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the City of 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 November 2017 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
Central London > City of London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 234 224 266
Rank change year-on-year -10 +42 +20
Contract jobs citing SPSS 7 16 5
As % of all contract IT jobs advertised in the City of London 0.098% 0.24% 0.055%
As % of the Applications category 1.20% 2.76% 0.48%
Number of daily rates quoted 7 14 5
City of London median daily rate £550 £442 £375
Median daily rate % change year-on-year +24.50% +17.80% +25.00%
10th Percentile £287 £300 £298
90th Percentile £724 £586 £630
Central London median daily rate £500 £442 £375
% change year-on-year +13.19% +17.80% +25.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

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 the City of London with a requirement for software application skills.

All Software Application Skills
City of London
Contract vacancies with a requirement for software application skills 584 580 1031
As % of all contract IT jobs advertised in the City of London 8.17% 8.70% 11.34%
Number of daily rates quoted 424 393 772
City of London median daily rate £410 £395 £375
Median daily rate % change year-on-year +3.80% +5.33% -
10th Percentile £180 £163 £175
90th Percentile £638 £575 £613
Central London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% -
Number of hourly rates quoted 16 25 47
City of London median hourly rate £20.86 £19.00 £16.50
Median hourly rate % change year-on-year +9.80% +15.15% +3.13%
10th Percentile £13.33 £13.54 £9.70
90th Percentile £32.38 £36.75 £24.54
Central London median hourly rate £20.50 £17.13 £16.50
% change year-on-year +19.71% +3.79% +3.13%

SPSS
Job Vacancy Trend in the City of London

Job postings citing SPSS as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for SPSS in the City of London

SPSS
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing SPSS in the City of London.

Contractor daily rate trend for SPSS in the City of London

SPSS
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing SPSS in the City of London over the 6 months to 24 November 2017.

Contractor daily rate histogram for SPSS in the City of London

SPSS
Contractor Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing SPSS in the City of London.

Contractor hourly rate trend for SPSS in the City of London

For the 6 months to 24 November 2017, IT contractor jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for SPSS.

1 5 (71.43%) Python
1 5 (71.43%) SAS
1 5 (71.43%) Analytics
2 4 (57.14%) SQL
3 3 (42.86%) Statistics
3 3 (42.86%) R
3 3 (42.86%) Tableau
3 3 (42.86%) Degree
3 3 (42.86%) Visualisation
4 2 (28.57%) Natural Language Processing
4 2 (28.57%) Matplotlib
4 2 (28.57%) ggplot
4 2 (28.57%) Master's Degree
4 2 (28.57%) Ethnography
4 2 (28.57%) scikit-learn
4 2 (28.57%) KNIME
4 2 (28.57%) Mathematics
4 2 (28.57%) Bash Shell
4 2 (28.57%) SciPy
4 2 (28.57%) NumPy
4 2 (28.57%) Computer Science
4 2 (28.57%) Use Case
4 2 (28.57%) Machine Learning
4 2 (28.57%) OpenStack
4 2 (28.57%) Data Mining
4 2 (28.57%) Weka
4 2 (28.57%) sed
4 2 (28.57%) Qualitative Research
4 2 (28.57%) Qualitative Analysis
4 2 (28.57%) Data Munging

SPSS
Co-occurring IT Skills in the City of 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 5 (71.43%) SAS
2 2 (28.57%) Apache Spark
2 2 (28.57%) OpenStack
3 1 (14.29%) ArcGIS
Applications
1 2 (28.57%) Stata
1 2 (28.57%) Weka
2 1 (14.29%) Microsoft Excel
2 1 (14.29%) Microsoft PowerPoint
Business Applications
1 1 (14.29%) WebTrends
Cloud Services
1 1 (14.29%) Adobe Analytics
1 1 (14.29%) Google Analytics
Database & Business Intelligence
1 2 (28.57%) Data Mining
1 2 (28.57%) KNIME
1 2 (28.57%) STATISTICA
2 1 (14.29%) Big Data
2 1 (14.29%) Data Lake
2 1 (14.29%) Geospatial Data
2 1 (14.29%) GIS
2 1 (14.29%) NoSQL
2 1 (14.29%) Power BI
2 1 (14.29%) QGIS
2 1 (14.29%) QlikView
2 1 (14.29%) Spotfire
2 1 (14.29%) SQL Server
2 1 (14.29%) SQL Server 2012
2 1 (14.29%) SQL Server 2016
Development Applications
1 1 (14.29%) ERwin
General
1 1 (14.29%) Marketing
1 1 (14.29%) Publishing
Job Titles
1 3 (42.86%) Data Scientist
2 1 (14.29%) Analyst
2 1 (14.29%) Architect
2 1 (14.29%) Database Architect
2 1 (14.29%) Research Manager
2 1 (14.29%) Senior Analyst
2 1 (14.29%) Senior Web Analyst
2 1 (14.29%) User Researcher
2 1 (14.29%) Web Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) ggplot
1 2 (28.57%) Lucene
1 2 (28.57%) Matplotlib
1 2 (28.57%) Natural Language Processing
1 2 (28.57%) NumPy
1 2 (28.57%) Pandas
1 2 (28.57%) scikit-learn
1 2 (28.57%) SciPy
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Computer Science
2 1 (14.29%) Linked Data
2 1 (14.29%) Reference Data
2 1 (14.29%) RIA
Operating Systems
1 2 (28.57%) Unix
Processes & Methodologies
1 5 (71.43%) Analytics
2 3 (42.86%) Statistics
2 3 (42.86%) Visualisation
3 2 (28.57%) Data Analysis
3 2 (28.57%) Data Munging
3 2 (28.57%) Ethnography
3 2 (28.57%) Information Retrieval
3 2 (28.57%) Machine Learning
3 2 (28.57%) Mathematics
3 2 (28.57%) Project Management
3 2 (28.57%) Qualitative Analysis
3 2 (28.57%) Qualitative Research
3 2 (28.57%) Use Case
4 1 (14.29%) Data Visualisation
4 1 (14.29%) Eye Tracking
4 1 (14.29%) IT Strategy
4 1 (14.29%) Logical Data Model
4 1 (14.29%) Physical Data Model
4 1 (14.29%) Quantitative Research
4 1 (14.29%) Social Listening
Programming Languages
1 5 (71.43%) Python
2 4 (57.14%) SQL
3 3 (42.86%) R
4 2 (28.57%) AWK
4 2 (28.57%) Bash Shell
4 2 (28.57%) sed
5 1 (14.29%) Perl
5 1 (14.29%) T-SQL
Qualifications
1 3 (42.86%) Degree
2 2 (28.57%) Master's Degree
3 1 (14.29%) CTC Cleared
3 1 (14.29%) Numerate Degree
3 1 (14.29%) Security Cleared
Vendors
1 3 (42.86%) Tableau
2 2 (28.57%) Microsoft
3 1 (14.29%) Adobe
3 1 (14.29%) Cognos
3 1 (14.29%) Coremetrics
3 1 (14.29%) DoubleClick
3 1 (14.29%) Google
3 1 (14.29%) MicroStrategy
3 1 (14.29%) Omniture