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 10 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
10 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 555 560 537
Rank change year-on-year
+5 -23
Contract jobs citing SPSS 48 61 77
As % of all contract IT jobs located in England 0.10% 0.12% 0.15%
As % of the Applications category 1.01% 1.07% 1.16%
Number of daily rates quoted 34 42 53
Median daily rate £438 £450 £360
Median daily rate % change year-on-year
-2.77% +25.00%
90% offered a daily rate of more than £304 £226 £271
10% offered a daily rate of more than £585 £577 £500
UK excluding London median daily rate £325 £450 £338
% change year-on-year
-27.77% +33.33%
Number of hourly rates quoted 3 3 1
Median hourly rate £13.35 £20.00 £16.34
Median hourly rate % change year-on-year
-33.25% +22.39%
UK excluding London median hourly rate £13.35 £16.25 £16.34
% change year-on-year
-17.84% -0.55%
SPSS
UK

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
4743 5694 6654
As % of all contract IT jobs located in England 10.34% 11.31% 12.91%
Number of daily rates quoted 2823 3315 3842
Median daily rate £373 £350 £325
Median daily rate % change year-on-year
+6.42% +7.69%
90% offered a daily rate of more than £156 £160 £152
10% offered a daily rate of more than £525 £500 £500
UK excluding London median daily rate £338 £325 £315
% change year-on-year
+3.84% +3.17%
Number of hourly rates quoted 434 549 702
Median hourly rate £15.50 £15.00 £15.00
Median hourly rate % change year-on-year
+3.33% -
90% offered a hourly rate of more than £10.62 £10.00 £10.26
10% offered a hourly rate of more than £37.50 £36.00 £27.50
UK excluding London median hourly rate £14.75 £15.00 £15.00
% change year-on-year
-1.66% -

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 10 December 2016.

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 10 December 2016. 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
(Click see detailed
statistics and trends)
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 25 £513 +13.88% 13
West Midlands -12 8 £313 -47.91%
East Midlands +4 5 £369 +59.45% 1
North West +2 4 £375 - 3
South East +15 3 £290 -10.76% 6
Yorkshire +23 1 £325 -43.96% 2
North East - 1 - -
South West - 1 - - 2
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 10 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 England region with a requirement for SPSS.

1 83 (75.45%) SAS
2 61 (55.45%) Analytics
3 57 (51.82%) Analytical Skills
4 55 (50.00%) SQL
5 47 (42.73%) Statistics
6 43 (39.09%) R
7 38 (34.55%) Business Intelligence
8 34 (30.91%) Mathematics
9 33 (30.00%) Degree
10 31 (28.18%) Tableau
10 31 (28.18%) Data Mining
10 31 (28.18%) Big Data
11 27 (24.55%) Python
12 24 (21.82%) ETL
13 23 (20.91%) Marketing
14 21 (19.09%) Hadoop
15 19 (17.27%) Visualisation
16 18 (16.36%) Machine Learning
16 18 (16.36%) Credit Risk
17 17 (15.45%) Finance
18 16 (14.55%) Retail
18 16 (14.55%) Computer Science
19 15 (13.64%) Data Visualisation
19 15 (13.64%) Apache Hive
19 15 (13.64%) Data Management
19 15 (13.64%) Data Analysis
19 15 (13.64%) Web Analytics
20 14 (12.73%) Economics
20 14 (12.73%) Data Warehouse
20 14 (12.73%) MATLAB

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 83 (75.45%) SAS
2 12 (10.91%) Apache Spark
3 9 (8.18%) Apache Pig
4 6 (5.45%) Apache
5 2 (1.82%) Elasticsearch
5 2 (1.82%) WebSphere
6 1 (0.91%) SharePoint
6 1 (0.91%) Skype for Business
Applications
1 9 (8.18%) MS Excel
2 4 (3.64%) Spreadsheet
3 3 (2.73%) MS PowerPoint
4 2 (1.82%) EViews
4 2 (1.82%) Stata
5 1 (0.91%) ArcView
5 1 (0.91%) MS Office
Business Applications
1 9 (8.18%) FastStats
2 3 (2.73%) WebTrends
3 1 (0.91%) Cognos TM1
3 1 (0.91%) Dynamics CRM
Cloud Services
1 9 (8.18%) Adobe Analytics
2 7 (6.36%) Google Analytics
3 4 (3.64%) Amazon AWS
3 4 (3.64%) Cloud Computing
3 4 (3.64%) Microsoft Azure
4 2 (1.82%) Amazon EMR
5 1 (0.91%) Amazon EC2
5 1 (0.91%) Amazon S3
5 1 (0.91%) AWS Data Pipeline
5 1 (0.91%) Azure Active Directory
5 1 (0.91%) Google Cloud Platform
5 1 (0.91%) SmartFocus
Communications & Networking
1 1 (0.91%) Skype
Database & Business Intelligence
1 31 (28.18%) Big Data
1 31 (28.18%) Data Mining
2 21 (19.09%) Hadoop
3 15 (13.64%) Apache Hive
4 14 (12.73%) Data Warehouse
5 13 (11.82%) Relational Database
6 11 (10.00%) QlikView
6 11 (10.00%) SQL Server
7 10 (9.09%) BusinessObjects
8 7 (6.36%) Power BI
9 6 (5.45%) IBM InfoSphere
9 6 (5.45%) SAS Data Integration Studio
10 5 (4.55%) Apache Cassandra
10 5 (4.55%) HBase
10 5 (4.55%) MongoDB
10 5 (4.55%) Pentaho
11 4 (3.64%) NoSQL
11 4 (3.64%) SQL Server Analysis Services
11 4 (3.64%) SQL Server Integration Services
11 4 (3.64%) Sqoop
General
1 23 (20.91%) Marketing
2 17 (15.45%) Finance
3 16 (14.55%) Retail
4 7 (6.36%) Banking
5 5 (4.55%) Telecoms
6 3 (2.73%) Retail Banking
7 1 (0.91%) Back Office
7 1 (0.91%) Financial Institution
7 1 (0.91%) Games
7 1 (0.91%) Legal
Job Titles
1 58 (52.73%) Analyst
2 29 (26.36%) Data Analyst
3 18 (16.36%) Data Scientist
4 14 (12.73%) Insight Analyst
5 9 (8.18%) Customer Analyst
5 9 (8.18%) Customer Insight Analyst
6 8 (7.27%) CRM Analyst
6 8 (7.27%) Developer
7 7 (6.36%) Machine Learning Scientist
8 6 (5.45%) Credit Risk Modeller
8 6 (5.45%) Risk Analyst
8 6 (5.45%) SAS Analyst
9 5 (4.55%) Business Intelligence Analyst
9 5 (4.55%) Credit Analyst
9 5 (4.55%) Credit Risk Analyst
9 5 (4.55%) SPSS Analyst
9 5 (4.55%) SQL Analyst
10 4 (3.64%) ETL Analyst
10 4 (3.64%) Research Analyst
11 3 (2.73%) Data Quality Analyst
Libraries, Frameworks & Software Standards
1 5 (4.55%) Natural Language Processing
1 5 (4.55%) NumPy
2 4 (3.64%) scikit-learn
2 4 (3.64%) XML
3 3 (2.73%) Kafka
3 3 (2.73%) Pandas
3 3 (2.73%) SciPy
4 2 (1.82%) .NET
4 2 (1.82%) D3.js
4 2 (1.82%) MLlib
5 1 (0.91%) CSS
5 1 (0.91%) HTML
5 1 (0.91%) TensorFlow
5 1 (0.91%) Web Services
Miscellaneous
1 57 (51.82%) Analytical Skills
2 47 (42.73%) Statistics
3 34 (30.91%) Mathematics
4 19 (17.27%) Visualisation
5 18 (16.36%) Credit Risk
6 16 (14.55%) Computer Science
7 14 (12.73%) Economics
8 12 (10.91%) Algorithms
9 10 (9.09%) Data Integration
10 7 (6.36%) User Experience
11 6 (5.45%) Data Extraction
12 5 (4.55%) Neural Network
13 4 (3.64%) Artificial Intelligence
13 4 (3.64%) Digital Media
13 4 (3.64%) Performance Metrics
14 3 (2.73%) Data Conversion
14 3 (2.73%) Management Information System
14 3 (2.73%) Physics
15 2 (1.82%) Data Structures
15 2 (1.82%) Social Network
Operating Systems
1 7 (6.36%) Linux
2 2 (1.82%) Windows
Processes & Methodologies
1 61 (55.45%) Analytics
2 38 (34.55%) Business Intelligence
3 24 (21.82%) ETL
4 18 (16.36%) Machine Learning
5 15 (13.64%) Data Analysis
5 15 (13.64%) Data Management
5 15 (13.64%) Data Visualisation
5 15 (13.64%) Web Analytics
6 14 (12.73%) Operations Research
7 12 (10.91%) Predictive Analytics
8 11 (10.00%) CRM
8 11 (10.00%) Data Modelling
8 11 (10.00%) Kalman Filter
8 11 (10.00%) Open Source
9 10 (9.09%) Actionable Insight
9 10 (9.09%) Customer Insight
9 10 (9.09%) Predictive Modelling
9 10 (9.09%) Statistical Modelling
10 9 (8.18%) Statistical Analysis
11 8 (7.27%) Agile Software Development
Programming Languages
1 55 (50.00%) SQL
2 43 (39.09%) R
3 27 (24.55%) Python
4 14 (12.73%) MATLAB
5 10 (9.09%) Java
6 6 (5.45%) C++
6 6 (5.45%) VBA
7 5 (4.55%) PHP
8 4 (3.64%) C
8 4 (3.64%) T-SQL
9 3 (2.73%) JavaScript
9 3 (2.73%) Perl
10 2 (1.82%) Scala
11 1 (0.91%) PowerShell
11 1 (0.91%) SPARQL
Qualifications
1 33 (30.00%) Degree
2 6 (5.45%) PhD
2 6 (5.45%) Security Cleared
3 2 (1.82%) Postgraduate
4 1 (0.91%) BPSS Clearance
4 1 (0.91%) ECDL
4 1 (0.91%) SC Cleared
Quality Assurance & Compliance
1 14 (12.73%) Data Quality
2 3 (2.73%) QA
3 1 (0.91%) Actionable Recommendations
3 1 (0.91%) Disclosure Scotland
3 1 (0.91%) ISO 9001
System Software
1 4 (3.64%) Apache Flume
2 1 (0.91%) Active Directory
Systems Management
1 3 (2.73%) Opscode Chef
2 1 (0.91%) Netcool
2 1 (0.91%) Tivoli
2 1 (0.91%) Tivoli Monitoring
Vendors
1 31 (28.18%) Tableau
2 11 (10.00%) Oracle
3 9 (8.18%) Adobe
4 8 (7.27%) Google
4 8 (7.27%) Microsoft
5 7 (6.36%) Cognos
5 7 (6.36%) IBM
5 7 (6.36%) Informatica
6 6 (5.45%) DataFlux
6 6 (5.45%) SAP
7 5 (4.55%) Alteryx
8 4 (3.64%) Omniture
8 4 (3.64%) Teradata
8 4 (3.64%) Trillium
9 3 (2.73%) Coremetrics
9 3 (2.73%) DoubleClick
9 3 (2.73%) MicroStrategy
10 2 (1.82%) Ab Initio
10 2 (1.82%) Mapinfo
10 2 (1.82%) Netezza
City, London
Experis Ltd
Rate: £300 - £360 per day
Posted: 2 days ago
Maidenhead, Berkshire
Randstad Technologies
Rate: £250.00 - £300 per day
Posted: 4 days ago
Malmesbury, Wiltshire
Dyson
Rate: £30000 - £450000 per annum
Posted: 24 days ago