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 5 December 2016 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
5 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 152 159 207
Rank change year-on-year
+7 +48
Contract jobs citing SPSS 7 4 5
As % of all contract IT jobs located in the City of London 0.22% 0.12% 0.086%
As % of the Applications category 2.52% 1.17% 0.72%
Number of daily rates quoted 5 3 4
Median daily rate £525 £600 £300
Median daily rate % change year-on-year
-12.50% +100.00%
UK excluding London median daily rate £338 £450 £325
% change year-on-year
-25.00% +38.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £13.35 £16.25 £16.34
% change year-on-year
-17.84% -0.55%
SPSS
London

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
278 341 690
As % of all contract IT jobs located in the City of London 8.61% 9.95% 11.85%
Number of daily rates quoted 195 257 496
Median daily rate £421 £360 £351
Median daily rate % change year-on-year
+17.01% +2.71%
90% offered a daily rate of more than £191 £166 £180
10% offered a daily rate of more than £600 £538 £525
UK excluding London median daily rate £338 £325 £320
% change year-on-year
+3.84% +1.56%
Number of hourly rates quoted 12 13 43
Median hourly rate £22.50 £17.50 £14.50
Median hourly rate % change year-on-year
+28.57% +20.68%
90% offered a hourly rate of more than £16.49 £12.50 £11.59
10% offered a hourly rate of more than £39.00 £24.80 £20.00
UK excluding London median hourly rate £15.00 £15.00 £15.00

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 5 December 2016.

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 5 December 2016, 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 12 (70.59%) Degree
1 12 (70.59%) Analytical Skills
2 11 (64.71%) Analytics
2 11 (64.71%) SAS
3 10 (58.82%) Statistics
4 9 (52.94%) R
5 8 (47.06%) Mathematics
5 8 (47.06%) SQL
6 7 (41.18%) ETL
6 7 (41.18%) Data Management
6 7 (41.18%) Tableau
7 6 (35.29%) Data Visualisation
7 6 (35.29%) Visualisation
7 6 (35.29%) Finance
7 6 (35.29%) Operations Research
7 6 (35.29%) Economics
7 6 (35.29%) Data Mining
8 5 (29.41%) Business Intelligence
8 5 (29.41%) Statistical Analysis
8 5 (29.41%) Retail
9 4 (23.53%) Banking
9 4 (23.53%) Marketing
9 4 (23.53%) MATLAB
9 4 (23.53%) Oracle
9 4 (23.53%) SQL Server
9 4 (23.53%) Python
9 4 (23.53%) Cognos
9 4 (23.53%) Data Warehouse
9 4 (23.53%) Open Source
9 4 (23.53%) Credit Risk

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 (64.71%) SAS
2 2 (11.76%) Apache Pig
3 1 (5.88%) Apache
3 1 (5.88%) Apache Spark
3 1 (5.88%) Elasticsearch
3 1 (5.88%) WebSphere
Applications
1 3 (17.65%) MS Excel
2 1 (5.88%) EViews
Cloud Services
1 1 (5.88%) Adobe Analytics
1 1 (5.88%) Amazon AWS
1 1 (5.88%) Cloud Computing
1 1 (5.88%) Google Analytics
Database & Business Intelligence
1 6 (35.29%) Data Mining
2 4 (23.53%) Data Warehouse
2 4 (23.53%) QlikView
2 4 (23.53%) SQL Server
3 3 (17.65%) OLAP
3 3 (17.65%) Oracle OLAP
3 3 (17.65%) Spotfire
4 2 (11.76%) Apache Cassandra
4 2 (11.76%) Apache Hive
4 2 (11.76%) Big Data
4 2 (11.76%) DataStage
4 2 (11.76%) HBase
4 2 (11.76%) IBM InfoSphere
4 2 (11.76%) MongoDB
4 2 (11.76%) Oracle BI EE
4 2 (11.76%) Pentaho
5 1 (5.88%) Hadoop
5 1 (5.88%) Impala
5 1 (5.88%) Sqoop
5 1 (5.88%) Text Mining
General
1 6 (35.29%) Finance
2 5 (29.41%) Retail
3 4 (23.53%) Banking
3 4 (23.53%) Marketing
4 2 (11.76%) Retail Banking
5 1 (5.88%) Legal
5 1 (5.88%) Telecoms
Job Titles
1 9 (52.94%) Analyst
2 4 (23.53%) Data Analyst
2 4 (23.53%) Risk Analyst
3 3 (17.65%) Business Intelligence Manager
3 3 (17.65%) Credit Analyst
3 3 (17.65%) Credit Risk Analyst
4 2 (11.76%) Business Manager
4 2 (11.76%) Data Scientist
4 2 (11.76%) Digital Analyst
4 2 (11.76%) SAS Analyst
4 2 (11.76%) SAS Credit Risk Analyst
4 2 (11.76%) SAS Risk Analyst
5 1 (5.88%) Big Data Developer
5 1 (5.88%) Credit Risk Modeller
5 1 (5.88%) Developer
5 1 (5.88%) Programme Manager
5 1 (5.88%) Senior Data Scientist
5 1 (5.88%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) D3.js
1 1 (5.88%) Kafka
1 1 (5.88%) Natural Language Processing
1 1 (5.88%) NumPy
1 1 (5.88%) scikit-learn
1 1 (5.88%) TensorFlow
1 1 (5.88%) XML
Miscellaneous
1 12 (70.59%) Analytical Skills
2 10 (58.82%) Statistics
3 8 (47.06%) Mathematics
4 6 (35.29%) Economics
4 6 (35.29%) Visualisation
5 4 (23.53%) Credit Risk
6 3 (17.65%) Data Conversion
6 3 (17.65%) Data Extraction
6 3 (17.65%) Data Integration
6 3 (17.65%) Digital Media
6 3 (17.65%) User Experience
7 2 (11.76%) Computer Science
8 1 (5.88%) Algorithms
8 1 (5.88%) Artificial Intelligence
8 1 (5.88%) Neural Network
8 1 (5.88%) Performance Metrics
8 1 (5.88%) Physics
8 1 (5.88%) Social Network
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 11 (64.71%) Analytics
2 7 (41.18%) Data Management
2 7 (41.18%) ETL
3 6 (35.29%) Data Visualisation
3 6 (35.29%) Operations Research
4 5 (29.41%) Business Intelligence
4 5 (29.41%) Statistical Analysis
5 4 (23.53%) Data Governance
5 4 (23.53%) Open Source
6 3 (17.65%) Business Development
6 3 (17.65%) Data Analysis
6 3 (17.65%) Fraud Detection
6 3 (17.65%) Master Data Management
6 3 (17.65%) Programme Management
6 3 (17.65%) Risk Analytics
6 3 (17.65%) Risk Management
6 3 (17.65%) Time Management
7 2 (11.76%) Data Modelling
7 2 (11.76%) E-Commerce
7 2 (11.76%) Risk Analysis
Programming Languages
1 9 (52.94%) R
2 8 (47.06%) SQL
3 4 (23.53%) MATLAB
3 4 (23.53%) Python
4 2 (11.76%) Java
5 1 (5.88%) C++
5 1 (5.88%) PHP
5 1 (5.88%) Scala
Qualifications
1 12 (70.59%) Degree
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
System Software
1 1 (5.88%) Apache Flume
Vendors
1 7 (41.18%) Tableau
2 4 (23.53%) Cognos
2 4 (23.53%) Oracle
3 3 (17.65%) Informatica
3 3 (17.65%) Microsoft
3 3 (17.65%) Teradata
4 2 (11.76%) Ab Initio
4 2 (11.76%) DataFlux
4 2 (11.76%) IBM
4 2 (11.76%) MicroStrategy
4 2 (11.76%) Netezza
5 1 (5.88%) Adobe
5 1 (5.88%) Alteryx
5 1 (5.88%) Google
5 1 (5.88%) Omniture
5 1 (5.88%) TIBCO