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 20 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
20 Feb 2017
Same period 2016 Same period 2015
SPSS
UK / England
Rank 527 550 532
Rank change year-on-year
+23 -18
Contract jobs citing SPSS 45 66 60
As % of all contract IT jobs located in England 0.11% 0.14% 0.13%
As % of the Applications category 1.03% 1.29% 1.07%
Number of daily rates quoted 34 48 33
Median daily rate £461 £325 £425
Median daily rate % change year-on-year
+41.92% -23.52%
90% offered a daily rate of more than £316 £225 £303
10% offered a daily rate of more than £650 £575 £630
UK excluding London median daily rate £338 £400 £425
% change year-on-year
-15.62% -5.88%
Number of hourly rates quoted 0 1 6
Median hourly rate - £19.00 £30.00
Median hourly rate % change year-on-year
- -36.66%
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 England region.

Applications Category
England
Contract IT job ads with a match in the
Applications category
4349 5106 5601
As % of all contract IT jobs located in England 10.40% 10.89% 11.78%
Number of daily rates quoted 2646 3031 3180
Median daily rate £350 £350 £325
Median daily rate % change year-on-year
- +7.69%
90% offered a daily rate of more than £160 £170 £155
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £325 £325 £320
% change year-on-year
- +1.56%
Number of hourly rates quoted 385 470 569
Median hourly rate £15.50 £16.10 £15.74
Median hourly rate % change year-on-year
-3.72% +2.30%
90% offered a hourly rate of more than £10.00 £10.03 £10.25
10% offered a hourly rate of more than £42.50 £40.00 £32.50
UK excluding London median hourly rate £14.20 £16.50 £14.50
% change year-on-year
-13.93% +13.79%

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 20 February 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 20 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
London -9 35 £465 +47.61% 20
North West +17 4 £413 - 4
South East +11 2 £294 -9.61% 2
East Midlands -2 2 £350 +3.70% 1
West Midlands +3 1 - - 1
Yorkshire - 1 £325 - 4
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 20 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 England region with a requirement for SPSS.

1 67 (73.63%) SAS
2 57 (62.64%) Analytics
3 45 (49.45%) Analytical Skills
4 44 (48.35%) SQL
5 41 (45.05%) R
6 38 (41.76%) Tableau
7 35 (38.46%) Business Intelligence
8 33 (36.26%) Python
9 27 (29.67%) Data Mining
10 25 (27.47%) Statistics
11 24 (26.37%) Visualisation
11 24 (26.37%) Big Data
12 22 (24.18%) Degree
13 21 (23.08%) Hadoop
14 20 (21.98%) QlikView
14 20 (21.98%) SQL Server
14 20 (21.98%) Data Analysis
15 19 (20.88%) Mathematics
15 19 (20.88%) Machine Learning
16 17 (18.68%) Apache Hive
16 17 (18.68%) Finance
16 17 (18.68%) Data Management
16 17 (18.68%) ETL
17 16 (17.58%) Predictive Modelling
17 16 (17.58%) Data Analytics
18 15 (16.48%) Data Visualisation
19 14 (15.38%) Cognos
19 14 (15.38%) MATLAB
19 14 (15.38%) Microsoft
19 14 (15.38%) BusinessObjects

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 67 (73.63%) SAS
2 14 (15.38%) Apache Spark
3 11 (12.09%) Apache Pig
4 6 (6.59%) Apache
5 2 (2.20%) Elasticsearch
5 2 (2.20%) SharePoint
6 1 (1.10%) IPython
6 1 (1.10%) Jupyter
6 1 (1.10%) Oracle SOA Suite
6 1 (1.10%) Skype for Business
6 1 (1.10%) WebSphere
Applications
1 12 (13.19%) MS Excel
2 4 (4.40%) Spreadsheet
3 3 (3.30%) EViews
4 2 (2.20%) MS PowerPoint
5 1 (1.10%) Stata
Business Applications
1 6 (6.59%) FastStats
2 2 (2.20%) WebTrends
3 1 (1.10%) Dynamics CRM
3 1 (1.10%) Oracle BPM
3 1 (1.10%) SAP MDG
3 1 (1.10%) SAP MDM
Cloud Services
1 6 (6.59%) Google Analytics
1 6 (6.59%) Microsoft Azure
2 5 (5.49%) Adobe Analytics
3 4 (4.40%) Amazon AWS
4 3 (3.30%) Azure Active Directory
4 3 (3.30%) Cloud Computing
5 2 (2.20%) Amazon EC2
5 2 (2.20%) Amazon EMR
6 1 (1.10%) Amazon S3
6 1 (1.10%) AWS Data Pipeline
6 1 (1.10%) GitHub
6 1 (1.10%) Google Cloud Platform
6 1 (1.10%) SmartFocus
Database & Business Intelligence
1 27 (29.67%) Data Mining
2 24 (26.37%) Big Data
3 21 (23.08%) Hadoop
4 20 (21.98%) QlikView
4 20 (21.98%) SQL Server
5 17 (18.68%) Apache Hive
6 14 (15.38%) BusinessObjects
7 13 (14.29%) Power BI
8 11 (12.09%) Spotfire
9 9 (9.89%) Relational Database
10 7 (7.69%) Data Warehouse
11 6 (6.59%) RDBMS
11 6 (6.59%) SQL Server Analysis Services
12 5 (5.49%) NoSQL
12 5 (5.49%) Pentaho
12 5 (5.49%) SAS Data Integration Studio
12 5 (5.49%) SQL Server Reporting Services
13 4 (4.40%) HBase
13 4 (4.40%) SAS EBI
13 4 (4.40%) SAS Visual Analytics
Development Applications
1 1 (1.10%) Git (software)
1 1 (1.10%) GoCD
1 1 (1.10%) Oracle APEX
1 1 (1.10%) Talend Open Studio
1 1 (1.10%) Vagrant
General
1 17 (18.68%) Finance
2 13 (14.29%) Marketing
3 10 (10.99%) Retail
4 4 (4.40%) Banking
4 4 (4.40%) Telecoms
5 2 (2.20%) Financial Institution
6 1 (1.10%) Back Office
6 1 (1.10%) Games
6 1 (1.10%) Pharmaceutical
Job Titles
1 33 (36.26%) Analyst
2 24 (26.37%) Data Scientist
3 19 (20.88%) Data Analyst
4 8 (8.79%) Consultant
5 7 (7.69%) Analytics Consultant
5 7 (7.69%) Customer Analyst
5 7 (7.69%) Customer Insight Analyst
5 7 (7.69%) Insight Analyst
6 6 (6.59%) Data Engineer
7 5 (5.49%) Developer
7 5 (5.49%) Machine Learning Scientist
8 4 (4.40%) Credit Risk Modeller
8 4 (4.40%) CRM Analyst
8 4 (4.40%) Data Consultant
8 4 (4.40%) Research Analyst
9 3 (3.30%) Big Data Engineer
9 3 (3.30%) Data Analytics Consultant
9 3 (3.30%) PowerShell Developer
9 3 (3.30%) SPSS Analyst
9 3 (3.30%) SSIS Developer
Libraries, Frameworks & Software Standards
1 7 (7.69%) Natural Language Processing
2 5 (5.49%) XML
3 4 (4.40%) NumPy
4 3 (3.30%) scikit-learn
4 3 (3.30%) Web Services
5 2 (2.20%) D3.js
5 2 (2.20%) Kafka
5 2 (2.20%) MLlib
5 2 (2.20%) Pandas
6 1 (1.10%) CSS
6 1 (1.10%) HTML
6 1 (1.10%) REST
6 1 (1.10%) SciPy
6 1 (1.10%) Spark Streaming
6 1 (1.10%) TensorFlow
6 1 (1.10%) Velocity
Miscellaneous
1 45 (49.45%) Analytical Skills
2 13 (14.29%) Computer Science
3 12 (13.19%) Algorithms
4 9 (9.89%) Credit Risk
5 5 (5.49%) Virtual Team
6 3 (3.30%) Management Information System
7 2 (2.20%) Fintech
7 2 (2.20%) Social Network
8 1 (1.10%) BYOD
8 1 (1.10%) Data Structures
8 1 (1.10%) Digital Media
8 1 (1.10%) IVR
8 1 (1.10%) NHS
8 1 (1.10%) Smart Energy
8 1 (1.10%) Social Media
8 1 (1.10%) Taxonomies
8 1 (1.10%) User Experience
8 1 (1.10%) Video Conferencing
Operating Systems
1 5 (5.49%) Linux
2 3 (3.30%) Unix
3 2 (2.20%) Windows
Processes & Methodologies
1 57 (62.64%) Analytics
2 35 (38.46%) Business Intelligence
3 25 (27.47%) Statistics
4 24 (26.37%) Visualisation
5 20 (21.98%) Data Analysis
6 19 (20.88%) Machine Learning
6 19 (20.88%) Mathematics
7 17 (18.68%) Data Management
7 17 (18.68%) ETL
8 16 (17.58%) Data Analytics
8 16 (17.58%) Predictive Modelling
9 15 (16.48%) Data Visualisation
10 13 (14.29%) Data Modelling
11 12 (13.19%) Statistical Analysis
12 10 (10.99%) People Management
12 10 (10.99%) Web Analytics
13 9 (9.89%) Agile Software Development
13 9 (9.89%) Open Source
14 8 (8.79%) Customer Insight
14 8 (8.79%) Statistical Modelling
Programming Languages
1 44 (48.35%) SQL
2 41 (45.05%) R
3 33 (36.26%) Python
4 14 (15.38%) MATLAB
5 13 (14.29%) Java
6 9 (9.89%) Scala
7 8 (8.79%) C++
8 5 (5.49%) Perl
9 4 (4.40%) JavaScript
9 4 (4.40%) PHP
10 3 (3.30%) PowerShell
11 2 (2.20%) C
11 2 (2.20%) T-SQL
12 1 (1.10%) PL/SQL
12 1 (1.10%) SPARQL
12 1 (1.10%) VBA
Qualifications
1 22 (24.18%) Degree
2 5 (5.49%) PhD
3 3 (3.30%) Security Cleared
4 2 (2.20%) Postgraduate
5 1 (1.10%) CTC Cleared
Quality Assurance & Compliance
1 6 (6.59%) Data Quality
2 4 (4.40%) IFRS
2 4 (4.40%) IFRS 9
3 2 (2.20%) Actionable Recommendations
3 2 (2.20%) QA
System Software
1 6 (6.59%) Apache Flume
2 3 (3.30%) Active Directory
Systems Management
1 3 (3.30%) Opscode Chef
2 2 (2.20%) Tivoli
3 1 (1.10%) Ansible
Vendors
1 38 (41.76%) Tableau
2 14 (15.38%) Cognos
2 14 (15.38%) Microsoft
3 11 (12.09%) SAP
4 10 (10.99%) RapidMiner
5 9 (9.89%) IBM
5 9 (9.89%) MicroStrategy
6 8 (8.79%) Oracle
6 8 (8.79%) Teradata
7 7 (7.69%) Alteryx
7 7 (7.69%) Google
8 6 (6.59%) Adobe
9 4 (4.40%) Informatica
9 4 (4.40%) Netezza
10 3 (3.30%) Coremetrics
10 3 (3.30%) Minitab
10 3 (3.30%) Omniture
10 3 (3.30%) TIBCO
11 2 (2.20%) DoubleClick
11 2 (2.20%) Mapinfo
London
Westbourne Partners
Rate: From £40,000 to £60,000 per annum
Posted: 4 days ago