The table below looks at the statistics for SPSS skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited SPSS over the 3 months to 17 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
17 Jan 2017
Same period 2016 Same period 2015
SPSS
UK / England
Rank 547 532 511
Rank change year-on-year
-15 -21
Contract jobs citing SPSS 30 59 73
As % of all contract IT jobs located in England 0.072% 0.13% 0.16%
As % of the Applications category 0.70% 1.15% 1.31%
Number of daily rates quoted 23 41 47
Median daily rate £450 £450 £375
Median daily rate % change year-on-year
- +20.00%
90% offered a daily rate of more than £278 £225 £244
10% offered a daily rate of more than £640 £575 £441
UK excluding London median daily rate £338 £400 £409
% change year-on-year
-15.62% -2.14%
Number of hourly rates quoted 0 2 4
Median hourly rate - £18.13 £30.00
Median hourly rate % change year-on-year
- -39.58%
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 England region.

Applications Category
England
Contract IT job ads with a match in the
Applications category
4301 5132 5572
As % of all contract IT jobs located in England 10.37% 11.24% 12.23%
Number of daily rates quoted 2605 2986 3257
Median daily rate £365 £350 £329
Median daily rate % change year-on-year
+4.28% +6.46%
90% offered a daily rate of more than £165 £160 £150
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £330 £325 £313
% change year-on-year
+1.53% +4.00%
Number of hourly rates quoted 334 466 549
Median hourly rate £15.18 £16.00 £15.00
Median hourly rate % change year-on-year
-5.14% +6.66%
90% offered a hourly rate of more than £10.42 £10.00 £10.25
10% offered a hourly rate of more than £40.00 £40.00 £30.00
UK excluding London median hourly rate £14.48 £16.50 £15.00
% change year-on-year
-12.24% +10.00%

SPSS
Jobs Demand Trend in England

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

SPSS Jobs Demand Trend in England

SPSS
Daily Rate Trend in England

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

SPSS Daily Rate Trend in England

SPSS
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing SPSS across the England region over the 3 months to 17 January 2017.

SPSS Daily Rate Histogram in England

SPSS
Hourly Rate Trend in England

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

SPSS Hourly Rate Trend in England

SPSS
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SPSS within the England region over the 3 months to 17 January 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
London -12 21 £500 +8.10% 14
North West +19 4 £413 - 4
South East +14 3 £283 -22.06% 5
Yorkshire +15 1 £325 -43.96% 3
East Midlands +2 1 £350 +51.35% 2
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 17 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 England region with a requirement for SPSS.

1 69 (75.00%) SAS
2 55 (59.78%) Analytics
3 49 (53.26%) Analytical Skills
3 49 (53.26%) SQL
4 37 (40.22%) R
4 37 (40.22%) Tableau
5 31 (33.70%) Statistics
6 30 (32.61%) Business Intelligence
7 26 (28.26%) Data Mining
8 25 (27.17%) Python
9 24 (26.09%) Degree
9 24 (26.09%) Visualisation
10 23 (25.00%) Mathematics
11 20 (21.74%) Big Data
12 19 (20.65%) ETL
13 17 (18.48%) SQL Server
13 17 (18.48%) Hadoop
13 17 (18.48%) Data Visualisation
14 16 (17.39%) Apache Hive
14 16 (17.39%) Data Management
15 15 (16.30%) QlikView
15 15 (16.30%) Marketing
16 14 (15.22%) Data Analysis
16 14 (15.22%) Finance
16 14 (15.22%) Data Modelling
17 13 (14.13%) Data Warehouse
18 12 (13.04%) SAP
18 12 (13.04%) BusinessObjects
18 12 (13.04%) MATLAB
18 12 (13.04%) Operations Research

SPSS
Top Related IT Skills in England 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 69 (75.00%) SAS
2 10 (10.87%) Apache Spark
3 8 (8.70%) Apache Pig
4 4 (4.35%) Apache
5 2 (2.17%) Elasticsearch
5 2 (2.17%) SharePoint
6 1 (1.09%) Oracle SOA Suite
6 1 (1.09%) Skype for Business
6 1 (1.09%) WebSphere
Applications
1 9 (9.78%) MS Excel
2 6 (6.52%) Spreadsheet
3 2 (2.17%) EViews
3 2 (2.17%) MS PowerPoint
3 2 (2.17%) Stata
4 1 (1.09%) ArcView
Business Applications
1 9 (9.78%) FastStats
2 2 (2.17%) WebTrends
3 1 (1.09%) Dynamics CRM
3 1 (1.09%) Oracle BPM
3 1 (1.09%) SAP MDM
Cloud Services
1 8 (8.70%) Adobe Analytics
2 5 (5.43%) Google Analytics
2 5 (5.43%) Microsoft Azure
3 3 (3.26%) Amazon AWS
3 3 (3.26%) Cloud Computing
4 2 (2.17%) Azure Active Directory
5 1 (1.09%) Amazon EC2
5 1 (1.09%) Amazon EMR
5 1 (1.09%) Amazon S3
5 1 (1.09%) AWS Data Pipeline
5 1 (1.09%) Google Cloud Platform
5 1 (1.09%) SmartFocus
Database & Business Intelligence
1 26 (28.26%) Data Mining
2 20 (21.74%) Big Data
3 17 (18.48%) Hadoop
3 17 (18.48%) SQL Server
4 16 (17.39%) Apache Hive
5 15 (16.30%) QlikView
6 13 (14.13%) Data Warehouse
7 12 (13.04%) BusinessObjects
8 11 (11.96%) Power BI
8 11 (11.96%) Relational Database
9 8 (8.70%) Spotfire
10 6 (6.52%) SAS Data Integration Studio
11 5 (5.43%) RDBMS
11 5 (5.43%) SQL Server Analysis Services
12 4 (4.35%) Apache Cassandra
12 4 (4.35%) HBase
12 4 (4.35%) MongoDB
12 4 (4.35%) NoSQL
12 4 (4.35%) Pentaho
12 4 (4.35%) SQL Server Reporting Services
Development Applications
1 1 (1.09%) Oracle APEX
General
1 15 (16.30%) Marketing
2 14 (15.22%) Finance
3 11 (11.96%) Retail
4 4 (4.35%) Banking
4 4 (4.35%) Telecoms
5 1 (1.09%) Back Office
5 1 (1.09%) Games
5 1 (1.09%) Legal
5 1 (1.09%) Pharmaceutical
5 1 (1.09%) Retail Banking
Job Titles
1 47 (51.09%) Analyst
2 24 (26.09%) Data Analyst
3 15 (16.30%) Data Scientist
4 12 (13.04%) Insight Analyst
5 8 (8.70%) CRM Analyst
5 8 (8.70%) Customer Analyst
5 8 (8.70%) Customer Insight Analyst
6 7 (7.61%) Consultant
7 6 (6.52%) Analytics Consultant
7 6 (6.52%) Developer
8 4 (4.35%) Data Engineer
8 4 (4.35%) Research Analyst
9 3 (3.26%) Business Intelligence Analyst
9 3 (3.26%) Credit Risk Modeller
9 3 (3.26%) Data Consultant
9 3 (3.26%) Digital Analyst
9 3 (3.26%) Machine Learning Scientist
9 3 (3.26%) Risk Analyst
9 3 (3.26%) SAS Analyst
9 3 (3.26%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 5 (5.43%) XML
2 4 (4.35%) Natural Language Processing
2 4 (4.35%) NumPy
3 3 (3.26%) scikit-learn
4 2 (2.17%) D3.js
4 2 (2.17%) Kafka
4 2 (2.17%) Pandas
5 1 (1.09%) CSS
5 1 (1.09%) HTML
5 1 (1.09%) MLlib
5 1 (1.09%) REST
5 1 (1.09%) SciPy
5 1 (1.09%) TensorFlow
5 1 (1.09%) Web Services
Miscellaneous
1 49 (53.26%) Analytical Skills
2 31 (33.70%) Statistics
3 24 (26.09%) Visualisation
4 23 (25.00%) Mathematics
5 12 (13.04%) Computer Science
6 10 (10.87%) Credit Risk
6 10 (10.87%) Data Integration
6 10 (10.87%) Economics
7 9 (9.78%) Algorithms
8 5 (5.43%) Neural Network
8 5 (5.43%) User Experience
9 4 (4.35%) Data Extraction
9 4 (4.35%) Digital Media
9 4 (4.35%) Performance Metrics
10 3 (3.26%) Data Conversion
10 3 (3.26%) Physics
11 2 (2.17%) Artificial Intelligence
11 2 (2.17%) Management Information System
11 2 (2.17%) Social Network
11 2 (2.17%) Virtual Team
Operating Systems
1 5 (5.43%) Linux
2 3 (3.26%) Unix
3 2 (2.17%) Windows
Processes & Methodologies
1 55 (59.78%) Analytics
2 30 (32.61%) Business Intelligence
3 19 (20.65%) ETL
4 17 (18.48%) Data Visualisation
5 16 (17.39%) Data Management
6 14 (15.22%) Data Analysis
6 14 (15.22%) Data Modelling
7 12 (13.04%) Machine Learning
7 12 (13.04%) Operations Research
8 11 (11.96%) Data Analytics
8 11 (11.96%) Statistical Analysis
9 10 (10.87%) CRM
9 10 (10.87%) Customer Insight
9 10 (10.87%) Kalman Filter
9 10 (10.87%) Predictive Modelling
10 9 (9.78%) Actionable Insight
10 9 (9.78%) Statistical Modelling
10 9 (9.78%) Web Analytics
11 8 (8.70%) Predictive Analytics
11 8 (8.70%) Stakeholder Management
Programming Languages
1 49 (53.26%) SQL
2 37 (40.22%) R
3 25 (27.17%) Python
4 12 (13.04%) MATLAB
5 8 (8.70%) Java
6 5 (5.43%) C++
6 5 (5.43%) VBA
7 4 (4.35%) C
7 4 (4.35%) JavaScript
7 4 (4.35%) Perl
7 4 (4.35%) PHP
8 2 (2.17%) PowerShell
8 2 (2.17%) Scala
8 2 (2.17%) T-SQL
9 1 (1.09%) PL/SQL
Qualifications
1 24 (26.09%) Degree
2 5 (5.43%) Security Cleared
3 3 (3.26%) PhD
4 1 (1.09%) BPSS Clearance
4 1 (1.09%) CTC Cleared
4 1 (1.09%) Postgraduate
Quality Assurance & Compliance
1 11 (11.96%) Data Quality
2 3 (3.26%) QA
3 1 (1.09%) Actionable Recommendations
3 1 (1.09%) Disclosure Scotland
3 1 (1.09%) ISO 9001
System Software
1 3 (3.26%) Apache Flume
2 2 (2.17%) Active Directory
Systems Management
1 2 (2.17%) Opscode Chef
1 2 (2.17%) Tivoli
Vendors
1 37 (40.22%) Tableau
2 12 (13.04%) SAP
3 9 (9.78%) Cognos
4 8 (8.70%) Adobe
4 8 (8.70%) IBM
4 8 (8.70%) Oracle
5 7 (7.61%) Microsoft
5 7 (7.61%) MicroStrategy
6 6 (6.52%) Google
6 6 (6.52%) Teradata
7 5 (5.43%) Alteryx
8 4 (4.35%) Informatica
8 4 (4.35%) TIBCO
9 3 (3.26%) Omniture
9 3 (3.26%) RapidMiner
10 2 (2.17%) Ab Initio
10 2 (2.17%) Coremetrics
10 2 (2.17%) DataFlux
10 2 (2.17%) DoubleClick
10 2 (2.17%) Netezza
London
Canary Wharf and City
Rate: Up to £500 per day
Posted: 23 hours ago
London
Eames Consulting
Rate: £550 - £650 per day + flexible
Posted: 13 hours ago
West Midlands
Experis Ltd
Rate: £1 per annum
Posted: 3 days ago
Leicestershire
ReThink Recruitment
Posted: 3 days ago
London
Westbourne Partners
Rate: From £400 to £500 per day
Posted: 6 days ago