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 20 January 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
20 Jan 2017
Same period 2016 Same period 2015
SPSS
London / City of London
Rank 146 148 185
Rank change year-on-year
+2 +37
Contract jobs citing SPSS 8 3 6
As % of all contract IT jobs located in the City of London 0.27% 0.098% 0.12%
As % of the Applications category 2.89% 0.82% 1.10%
Number of daily rates quoted 5 1 3
Median daily rate £475 £315 £300
Median daily rate % change year-on-year
+50.79% +5.00%
UK excluding London median daily rate £338 £400 £409
% change year-on-year
-15.62% -2.14%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £16.25 £32.50
% change year-on-year
- -50.00%

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
277 366 547
As % of all contract IT jobs located in the City of London 9.41% 11.91% 10.65%
Number of daily rates quoted 194 266 391
Median daily rate £413 £350 £375
Median daily rate % change year-on-year
+17.85% -6.66%
90% offered a daily rate of more than £167 £175 £198
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £335 £325 £315
% change year-on-year
+3.07% +3.17%
Number of hourly rates quoted 6 13 24
Median hourly rate £22.50 £15.00 £14.68
Median hourly rate % change year-on-year
+50.00% +2.21%
90% offered a hourly rate of more than £11.40 £9.80 £11.67
10% offered a hourly rate of more than £85.60 £27.20 £20.75
UK excluding London median hourly rate £14.00 £16.50 £15.00
% change year-on-year
-15.15% +10.00%

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 20 January 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 20 January 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 14 (70.00%) Analytical Skills
2 13 (65.00%) Analytics
2 13 (65.00%) SAS
2 13 (65.00%) Degree
3 12 (60.00%) SQL
4 11 (55.00%) R
5 10 (50.00%) Statistics
6 9 (45.00%) Tableau
7 8 (40.00%) Data Management
7 8 (40.00%) ETL
7 8 (40.00%) Visualisation
8 7 (35.00%) Data Visualisation
8 7 (35.00%) SQL Server
9 6 (30.00%) Oracle
9 6 (30.00%) Python
9 6 (30.00%) Cognos
9 6 (30.00%) Data Warehouse
9 6 (30.00%) Data Modelling
9 6 (30.00%) Data Mining
9 6 (30.00%) Economics
9 6 (30.00%) Finance
9 6 (30.00%) Data Quality
9 6 (30.00%) Operations Research
9 6 (30.00%) Mathematics
9 6 (30.00%) QlikView
10 5 (25.00%) Spotfire
10 5 (25.00%) Statistical Analysis
10 5 (25.00%) Teradata
10 5 (25.00%) Business Intelligence
11 4 (20.00%) MicroStrategy

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 13 (65.00%) SAS
2 4 (20.00%) Apache Pig
3 3 (15.00%) Apache Spark
4 1 (5.00%) Apache
4 1 (5.00%) Elasticsearch
4 1 (5.00%) WebSphere
Applications
1 3 (15.00%) MS Excel
2 1 (5.00%) EViews
2 1 (5.00%) Spreadsheet
Cloud Services
1 1 (5.00%) Adobe Analytics
1 1 (5.00%) Amazon AWS
1 1 (5.00%) Cloud Computing
1 1 (5.00%) Google Analytics
Database & Business Intelligence
1 7 (35.00%) SQL Server
2 6 (30.00%) Data Mining
2 6 (30.00%) Data Warehouse
2 6 (30.00%) QlikView
3 5 (25.00%) Spotfire
4 4 (20.00%) Apache Hive
5 3 (15.00%) BusinessObjects
5 3 (15.00%) Hadoop
5 3 (15.00%) Impala
5 3 (15.00%) OLAP
5 3 (15.00%) Oracle OLAP
6 2 (10.00%) Apache Cassandra
6 2 (10.00%) Big Data
6 2 (10.00%) DataStage
6 2 (10.00%) HBase
6 2 (10.00%) IBM InfoSphere
6 2 (10.00%) MongoDB
6 2 (10.00%) Pentaho
6 2 (10.00%) Power BI
6 2 (10.00%) SAS Visual Analytics
General
1 6 (30.00%) Finance
2 4 (20.00%) Marketing
3 3 (15.00%) Retail
4 2 (10.00%) Banking
5 1 (5.00%) Telecoms
Job Titles
1 9 (45.00%) Analyst
2 6 (30.00%) Data Analyst
3 3 (15.00%) Business Intelligence Manager
3 3 (15.00%) Data Scientist
4 2 (10.00%) Analytics Consultant
4 2 (10.00%) Business Manager
4 2 (10.00%) Consultant
4 2 (10.00%) Digital Analyst
4 2 (10.00%) SAS Analyst
5 1 (5.00%) Big Data Developer
5 1 (5.00%) Credit Analyst
5 1 (5.00%) Credit Risk Modeller
5 1 (5.00%) Developer
5 1 (5.00%) Programme Manager
5 1 (5.00%) Risk Analyst
5 1 (5.00%) SAS Credit Risk Analyst
5 1 (5.00%) SAS Risk Analyst
5 1 (5.00%) Senior Data Scientist
5 1 (5.00%) Service Analyst
5 1 (5.00%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1 (5.00%) D3.js
1 1 (5.00%) Kafka
1 1 (5.00%) Natural Language Processing
1 1 (5.00%) NumPy
1 1 (5.00%) scikit-learn
1 1 (5.00%) TensorFlow
1 1 (5.00%) XML
Miscellaneous
1 14 (70.00%) Analytical Skills
2 10 (50.00%) Statistics
3 8 (40.00%) Visualisation
4 6 (30.00%) Economics
4 6 (30.00%) Mathematics
5 4 (20.00%) Computer Science
5 4 (20.00%) Credit Risk
6 3 (15.00%) Data Conversion
6 3 (15.00%) Data Extraction
6 3 (15.00%) Data Integration
6 3 (15.00%) Digital Media
7 1 (5.00%) Algorithms
7 1 (5.00%) Artificial Intelligence
7 1 (5.00%) Neural Network
7 1 (5.00%) Performance Metrics
7 1 (5.00%) Physics
7 1 (5.00%) Social Network
7 1 (5.00%) User Experience
7 1 (5.00%) Virtual Team
Operating Systems
1 2 (10.00%) Unix
2 1 (5.00%) Linux
Processes & Methodologies
1 13 (65.00%) Analytics
2 8 (40.00%) Data Management
2 8 (40.00%) ETL
3 7 (35.00%) Data Visualisation
4 6 (30.00%) Data Modelling
4 6 (30.00%) Operations Research
5 5 (25.00%) Business Intelligence
5 5 (25.00%) Statistical Analysis
6 4 (20.00%) Data Analysis
6 4 (20.00%) Data Governance
7 3 (15.00%) Business Development
7 3 (15.00%) Master Data Management
7 3 (15.00%) People Management
7 3 (15.00%) Predictive Modelling
7 3 (15.00%) Programme Management
7 3 (15.00%) Stakeholder Management
7 3 (15.00%) Time Management
8 2 (10.00%) Kalman Filter
8 2 (10.00%) Knowledge Discovery
8 2 (10.00%) Visual Analytics
Programming Languages
1 12 (60.00%) SQL
2 11 (55.00%) R
3 6 (30.00%) Python
4 2 (10.00%) Java
4 2 (10.00%) MATLAB
5 1 (5.00%) C++
5 1 (5.00%) PHP
5 1 (5.00%) Scala
Qualifications
1 13 (65.00%) Degree
2 1 (5.00%) CTC Cleared
2 1 (5.00%) Security Cleared
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
System Software
1 1 (5.00%) Apache Flume
Systems Management
1 2 (10.00%) Tivoli
Vendors
1 9 (45.00%) Tableau
2 6 (30.00%) Cognos
2 6 (30.00%) Oracle
3 5 (25.00%) Teradata
4 4 (20.00%) MicroStrategy
5 3 (15.00%) IBM
5 3 (15.00%) Informatica
5 3 (15.00%) Microsoft
5 3 (15.00%) SAP
6 2 (10.00%) Ab Initio
6 2 (10.00%) DataFlux
6 2 (10.00%) Netezza
6 2 (10.00%) TIBCO
7 1 (5.00%) Adobe
7 1 (5.00%) Alteryx
7 1 (5.00%) Google
7 1 (5.00%) Omniture
7 1 (5.00%) RapidMiner