The table below looks at the statistics for SPSS skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited SPSS over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
SPSS
London / City of London
Rank 138 146 186
Rank change year-on-year
+8 +40
Contract jobs citing SPSS 8 8 4
As % of all contract IT jobs located in the City of London 0.27% 0.25% 0.077%
As % of the Applications category 2.82% 2.22% 0.74%
Number of daily rates quoted 5 4 1
Median daily rate £475 £366 £250
Median daily rate % change year-on-year
+29.69% +46.50%
UK excluding London median daily rate £338 £400 £425
% change year-on-year
-15.62% -5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £21.50 £32.50
% change year-on-year
- -33.84%

The following table is for comparison with the above and provides statistics for the entire Applications category in contract jobs advertised in the City of London region.

Applications Category
City of London
Contract IT job ads with a match in the
Applications category
284 360 543
As % of all contract IT jobs located in the City of London 9.74% 11.29% 10.52%
Number of daily rates quoted 194 254 382
Median daily rate £425 £375 £350
Median daily rate % change year-on-year
+13.33% +7.14%
90% offered a daily rate of more than £150 £200 £165
10% offered a daily rate of more than £575 £575 £550
UK excluding London median daily rate £325 £325 £320
% change year-on-year
- +1.56%
Number of hourly rates quoted 8 15 20
Median hourly rate £19.75 £15.00 £14.68
Median hourly rate % change year-on-year
+31.66% +2.21%
90% offered a hourly rate of more than £11.87 £9.00 £11.75
10% offered a hourly rate of more than £38.20 £24.00 £21.08
UK excluding London median hourly rate £14.24 £16.50 £14.50
% change year-on-year
-13.68% +13.79%

SPSS
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing SPSS as a proportion of all IT contracts with a match in the Applications category.

SPSS Jobs Demand Trend in the City of London

SPSS
Daily Rate Trend in the City of London

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

SPSS Daily Rate Trend in the City of London

SPSS
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing SPSS across the City of London region over the 3 months to 19 February 2017.

SPSS Daily Rate Histogram in the City of London

SPSS
Hourly Rate Trend in the City of London

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

SPSS Hourly Rate Trend in the City of London

SPSS
Top 30 Related IT Skills in the City of London

For the 6 months to 19 February 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 11 (73.33%) SAS
2 10 (66.67%) Analytics
2 10 (66.67%) Analytical Skills
3 9 (60.00%) Degree
4 8 (53.33%) SQL
5 7 (46.67%) SQL Server
5 7 (46.67%) R
6 6 (40.00%) Tableau
6 6 (40.00%) QlikView
6 6 (40.00%) Cognos
6 6 (40.00%) Data Mining
7 5 (33.33%) ETL
7 5 (33.33%) Oracle
7 5 (33.33%) Finance
7 5 (33.33%) Teradata
7 5 (33.33%) Data Modelling
7 5 (33.33%) Data Management
7 5 (33.33%) Statistics
8 4 (26.67%) Retail
8 4 (26.67%) Python
8 4 (26.67%) Business Intelligence
8 4 (26.67%) MicroStrategy
8 4 (26.67%) Computer Science
8 4 (26.67%) Spotfire
8 4 (26.67%) Visualisation
8 4 (26.67%) Apache Hive
8 4 (26.67%) Data Governance
9 3 (20.00%) Data Visualisation
9 3 (20.00%) Machine Learning
9 3 (20.00%) Predictive Modelling

SPSS
Top Related 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 11 (73.33%) SAS
2 3 (20.00%) Apache Pig
2 3 (20.00%) Apache Spark
3 1 (6.67%) Apache
3 1 (6.67%) Elasticsearch
3 1 (6.67%) IPython
3 1 (6.67%) Jupyter
3 1 (6.67%) WebSphere
Applications
1 3 (20.00%) MS Excel
2 1 (6.67%) EViews
2 1 (6.67%) Spreadsheet
Cloud Services
1 1 (6.67%) Adobe Analytics
1 1 (6.67%) Amazon AWS
1 1 (6.67%) GitHub
1 1 (6.67%) Google Analytics
Database & Business Intelligence
1 7 (46.67%) SQL Server
2 6 (40.00%) Data Mining
2 6 (40.00%) QlikView
3 4 (26.67%) Apache Hive
3 4 (26.67%) Spotfire
4 3 (20.00%) BusinessObjects
4 3 (20.00%) Hadoop
4 3 (20.00%) Impala
4 3 (20.00%) OLAP
4 3 (20.00%) Oracle OLAP
5 2 (13.33%) Data Warehouse
5 2 (13.33%) DataStage
5 2 (13.33%) IBM InfoSphere
5 2 (13.33%) Oracle BI EE
5 2 (13.33%) Pentaho
5 2 (13.33%) Power BI
5 2 (13.33%) SAS Visual Analytics
6 1 (6.67%) Flink
6 1 (6.67%) Presto
6 1 (6.67%) Relational Database
Development Applications
1 1 (6.67%) Git (software)
1 1 (6.67%) GoCD
1 1 (6.67%) Vagrant
General
1 5 (33.33%) Finance
2 4 (26.67%) Retail
3 2 (13.33%) Banking
3 2 (13.33%) Marketing
4 1 (6.67%) Telecoms
Job Titles
1 4 (26.67%) Analyst
2 3 (20.00%) Business Intelligence Manager
2 3 (20.00%) Data Scientist
3 2 (13.33%) Analytics Consultant
3 2 (13.33%) Business Manager
3 2 (13.33%) Consultant
3 2 (13.33%) Data Analyst
4 1 (6.67%) Credit Risk Modeller
4 1 (6.67%) Data Engineer
4 1 (6.67%) Digital Analyst
4 1 (6.67%) Financial Analyst
4 1 (6.67%) Programme Manager
4 1 (6.67%) SAS Analyst
4 1 (6.67%) Senior Data Engineer
4 1 (6.67%) Senior Data Scientist
4 1 (6.67%) Service Analyst
4 1 (6.67%) Strategy Analyst
Libraries, Frameworks & Software Standards
1 1 (6.67%) D3.js
1 1 (6.67%) Kafka
1 1 (6.67%) Natural Language Processing
1 1 (6.67%) NumPy
1 1 (6.67%) scikit-learn
1 1 (6.67%) TensorFlow
1 1 (6.67%) Velocity
1 1 (6.67%) Web Services
1 1 (6.67%) XML
Miscellaneous
1 10 (66.67%) Analytical Skills
2 5 (33.33%) Statistics
3 4 (26.67%) Computer Science
3 4 (26.67%) Visualisation
4 3 (20.00%) Credit Risk
4 3 (20.00%) Data Conversion
4 3 (20.00%) Data Integration
5 2 (13.33%) Algorithms
5 2 (13.33%) Economics
5 2 (13.33%) Mathematics
6 1 (6.67%) Artificial Intelligence
6 1 (6.67%) Neural Network
6 1 (6.67%) Performance Metrics
6 1 (6.67%) Physics
6 1 (6.67%) Social Network
6 1 (6.67%) Virtual Team
Operating Systems
1 2 (13.33%) Unix
Processes & Methodologies
1 10 (66.67%) Analytics
2 5 (33.33%) Data Management
2 5 (33.33%) Data Modelling
2 5 (33.33%) ETL
3 4 (26.67%) Business Intelligence
3 4 (26.67%) Data Governance
4 3 (20.00%) Business Development
4 3 (20.00%) Data Visualisation
4 3 (20.00%) Machine Learning
4 3 (20.00%) Master Data Management
4 3 (20.00%) People Management
4 3 (20.00%) Predictive Modelling
4 3 (20.00%) Programme Management
4 3 (20.00%) Stakeholder Management
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Benchmarking
5 2 (13.33%) Operations Research
5 2 (13.33%) Project Planning
5 2 (13.33%) Statistical Analysis
5 2 (13.33%) Validation
Programming Languages
1 8 (53.33%) SQL
2 7 (46.67%) R
3 4 (26.67%) Python
4 2 (13.33%) Scala
5 1 (6.67%) C++
5 1 (6.67%) Java
5 1 (6.67%) MATLAB
Qualifications
1 9 (60.00%) Degree
2 1 (6.67%) CTC Cleared
2 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 2 (13.33%) Data Quality
2 1 (6.67%) IFRS
2 1 (6.67%) IFRS 9
System Software
1 1 (6.67%) Apache Flume
Systems Management
1 2 (13.33%) Tivoli
2 1 (6.67%) Ansible
Vendors
1 6 (40.00%) Cognos
1 6 (40.00%) Tableau
2 5 (33.33%) Oracle
2 5 (33.33%) Teradata
3 4 (26.67%) MicroStrategy
4 3 (20.00%) IBM
4 3 (20.00%) Informatica
4 3 (20.00%) Microsoft
4 3 (20.00%) SAP
5 2 (13.33%) Ab Initio
5 2 (13.33%) DataFlux
5 2 (13.33%) Netezza
6 1 (6.67%) Adobe
6 1 (6.67%) Alteryx
6 1 (6.67%) Google
6 1 (6.67%) Omniture
6 1 (6.67%) RapidMiner
6 1 (6.67%) TIBCO