The table below looks at the statistics for SPSS skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited SPSS over the 3 months to 23 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
23 Feb 2017
Same period 2016 Same period 2015
SPSS
England / London
Rank 367 364 386
Rank change year-on-year
-3 +22
Contract jobs citing SPSS 35 51 29
As % of all contract IT jobs located in London 0.18% 0.24% 0.14%
As % of the Applications category 1.92% 2.17% 1.28%
Number of daily rates quoted 29 39 13
Median daily rate £465 £315 £425
Median daily rate % change year-on-year
+47.61% -25.88%
90% offered a daily rate of more than £346 £220 £270
10% offered a daily rate of more than £650 £600 £630
UK excluding London median daily rate £338 £400 £425
% change year-on-year
-15.62% -5.88%
Number of hourly rates quoted 0 0 4
Median hourly rate - - £28.75
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 London region.

Applications Category
London
Contract IT job ads with a match in the
Applications category
1821 2352 2265
As % of all contract IT jobs located in London 9.42% 10.97% 10.56%
Number of daily rates quoted 1236 1568 1494
Median daily rate £400 £375 £350
Median daily rate % change year-on-year
+6.66% +7.14%
90% offered a daily rate of more than £165 £180 £170
10% offered a daily rate of more than £575 £550 £525
UK excluding London median daily rate £325 £325 £325
Number of hourly rates quoted 61 102 108
Median hourly rate £22.17 £15.00 £17.50
Median hourly rate % change year-on-year
+47.78% -14.28%
90% offered a hourly rate of more than £12.27 £11.00 £12.50
10% offered a hourly rate of more than £52.00 £31.06 £37.00
UK excluding London median hourly rate £14.50 £16.50 £14.90
% change year-on-year
-12.12% +10.73%

SPSS
Jobs Demand Trend in London

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

SPSS Jobs Demand Trend in London

SPSS
Daily Rate Trend in London

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

SPSS Daily Rate Trend in London

SPSS
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing SPSS across the London region over the 3 months to 23 February 2017.

SPSS Daily Rate Histogram in London

SPSS
Hourly Rate Trend in London

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

SPSS Hourly Rate Trend 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 3 months to 23 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -7 8 £475 +13.77% 6
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 23 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 London region with a requirement for SPSS.

1 46 (77.97%) SAS
2 43 (72.88%) Analytics
3 34 (57.63%) Analytical Skills
4 30 (50.85%) R
5 25 (42.37%) Tableau
5 25 (42.37%) Python
6 23 (38.98%) Business Intelligence
7 22 (37.29%) SQL
8 20 (33.90%) Degree
9 19 (32.20%) QlikView
10 18 (30.51%) Visualisation
10 18 (30.51%) Statistics
11 17 (28.81%) Finance
11 17 (28.81%) Data Mining
11 17 (28.81%) Big Data
12 16 (27.12%) Hadoop
12 16 (27.12%) ETL
13 15 (25.42%) Data Management
13 15 (25.42%) Predictive Modelling
13 15 (25.42%) Machine Learning
14 14 (23.73%) Cognos
14 14 (23.73%) SQL Server
15 13 (22.03%) Java
16 12 (20.34%) Data Analysis
16 12 (20.34%) Data Modelling
16 12 (20.34%) Computer Science
16 12 (20.34%) Apache Hive
17 11 (18.64%) Apache Pig
17 11 (18.64%) Apache Spark
18 10 (16.95%) Data Analytics

SPSS
Top Related 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 46 (77.97%) SAS
2 11 (18.64%) Apache Pig
2 11 (18.64%) Apache Spark
3 7 (11.86%) Apache
4 3 (5.08%) Elasticsearch
5 1 (1.69%) IPython
5 1 (1.69%) Jupyter
5 1 (1.69%) SharePoint
5 1 (1.69%) WebSphere
Applications
1 6 (10.17%) MS Excel
2 3 (5.08%) EViews
2 3 (5.08%) Spreadsheet
3 2 (3.39%) MS PowerPoint
4 1 (1.69%) MS Visio
4 1 (1.69%) Stata
Business Applications
1 2 (3.39%) WebTrends
2 1 (1.69%) Dynamics CRM
2 1 (1.69%) FastStats
Cloud Services
1 6 (10.17%) Google Analytics
2 5 (8.47%) Adobe Analytics
2 5 (8.47%) Amazon AWS
3 4 (6.78%) Cloud Computing
4 2 (3.39%) Amazon EC2
4 2 (3.39%) Amazon EMR
5 1 (1.69%) Amazon S3
5 1 (1.69%) AWS Data Pipeline
5 1 (1.69%) GitHub
5 1 (1.69%) Google Cloud Platform
5 1 (1.69%) SmartFocus
Database & Business Intelligence
1 19 (32.20%) QlikView
2 17 (28.81%) Big Data
2 17 (28.81%) Data Mining
3 16 (27.12%) Hadoop
4 14 (23.73%) SQL Server
5 12 (20.34%) Apache Hive
6 10 (16.95%) Spotfire
7 8 (13.56%) BusinessObjects
8 7 (11.86%) Data Warehouse
9 6 (10.17%) NoSQL
9 6 (10.17%) Pentaho
9 6 (10.17%) Power BI
9 6 (10.17%) RDBMS
9 6 (10.17%) Relational Database
10 5 (8.47%) HBase
11 4 (6.78%) Apache Cassandra
11 4 (6.78%) MongoDB
11 4 (6.78%) SAS EBI
11 4 (6.78%) SAS Visual Analytics
11 4 (6.78%) Sqoop
Development Applications
1 1 (1.69%) Git (software)
1 1 (1.69%) GoCD
1 1 (1.69%) Talend Open Studio
1 1 (1.69%) Vagrant
General
1 17 (28.81%) Finance
2 9 (15.25%) Retail
3 5 (8.47%) Banking
3 5 (8.47%) Marketing
4 3 (5.08%) Telecoms
5 2 (3.39%) Financial Institution
6 1 (1.69%) Back Office
6 1 (1.69%) Games
6 1 (1.69%) Retail Banking
Job Titles
1 19 (32.20%) Data Scientist
2 15 (25.42%) Analyst
3 12 (20.34%) Data Analyst
4 7 (11.86%) Consultant
5 6 (10.17%) Analytics Consultant
6 5 (8.47%) Data Engineer
7 4 (6.78%) Big Data Engineer
7 4 (6.78%) Credit Risk Modeller
7 4 (6.78%) Machine Learning Scientist
8 3 (5.08%) Business Intelligence Manager
8 3 (5.08%) Data Consultant
8 3 (5.08%) Junior
9 2 (3.39%) Architect
9 2 (3.39%) AWS Engineer
9 2 (3.39%) Big Data Architect
9 2 (3.39%) Business Intelligence Consultant
9 2 (3.39%) Business Manager
9 2 (3.39%) Data Architect
9 2 (3.39%) Junior Data Scientist
9 2 (3.39%) SAS Analyst
Libraries, Frameworks & Software Standards
1 7 (11.86%) Natural Language Processing
2 5 (8.47%) XML
3 3 (5.08%) Kafka
3 3 (5.08%) Web Services
4 2 (3.39%) D3.js
4 2 (3.39%) MLlib
4 2 (3.39%) NumPy
4 2 (3.39%) Spark Streaming
5 1 (1.69%) CSS
5 1 (1.69%) HTML
5 1 (1.69%) scikit-learn
5 1 (1.69%) TensorFlow
5 1 (1.69%) Velocity
Miscellaneous
1 34 (57.63%) Analytical Skills
2 12 (20.34%) Computer Science
3 7 (11.86%) Algorithms
3 7 (11.86%) Credit Risk
4 5 (8.47%) Virtual Team
5 3 (5.08%) Fintech
5 3 (5.08%) Management Information System
6 2 (3.39%) Social Media
6 2 (3.39%) Social Network
7 1 (1.69%) Data Structures
7 1 (1.69%) Digital Media
7 1 (1.69%) IVR
7 1 (1.69%) User Experience
Operating Systems
1 5 (8.47%) Linux
2 2 (3.39%) Unix
3 1 (1.69%) Windows
Processes & Methodologies
1 43 (72.88%) Analytics
2 23 (38.98%) Business Intelligence
3 18 (30.51%) Statistics
3 18 (30.51%) Visualisation
4 16 (27.12%) ETL
5 15 (25.42%) Data Management
5 15 (25.42%) Machine Learning
5 15 (25.42%) Predictive Modelling
6 12 (20.34%) Data Analysis
6 12 (20.34%) Data Modelling
7 10 (16.95%) Data Analytics
7 10 (16.95%) Data Visualisation
7 10 (16.95%) Open Source
7 10 (16.95%) People Management
8 9 (15.25%) A/B Testing
8 9 (15.25%) Statistical Analysis
9 8 (13.56%) Coaching
9 8 (13.56%) Mathematics
9 8 (13.56%) Web Analytics
10 7 (11.86%) Neural Network
Programming Languages
1 30 (50.85%) R
2 25 (42.37%) Python
3 22 (37.29%) SQL
4 13 (22.03%) Java
5 10 (16.95%) Scala
6 7 (11.86%) MATLAB
7 6 (10.17%) C++
8 5 (8.47%) PHP
9 4 (6.78%) JavaScript
9 4 (6.78%) Perl
10 2 (3.39%) C
11 1 (1.69%) SPARQL
Qualifications
1 20 (33.90%) Degree
2 4 (6.78%) PhD
3 2 (3.39%) Postgraduate
4 1 (1.69%) CTC Cleared
4 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 4 (6.78%) Data Quality
1 4 (6.78%) IFRS
1 4 (6.78%) IFRS 9
2 2 (3.39%) Actionable Recommendations
2 2 (3.39%) QA
System Software
1 7 (11.86%) Apache Flume
Systems Management
1 4 (6.78%) Opscode Chef
2 2 (3.39%) Tivoli
3 1 (1.69%) Ansible
Vendors
1 25 (42.37%) Tableau
2 14 (23.73%) Cognos
3 10 (16.95%) RapidMiner
4 9 (15.25%) MicroStrategy
4 9 (15.25%) Teradata
5 8 (13.56%) Oracle
6 7 (11.86%) Alteryx
6 7 (11.86%) Google
6 7 (11.86%) Microsoft
7 6 (10.17%) Adobe
7 6 (10.17%) IBM
8 5 (8.47%) SAP
9 4 (6.78%) Netezza
10 3 (5.08%) Coremetrics
10 3 (5.08%) Informatica
10 3 (5.08%) Omniture
10 3 (5.08%) TIBCO
11 2 (3.39%) Ab Initio
11 2 (3.39%) DataFlux
11 2 (3.39%) DoubleClick