The table below looks at the statistics for SPSS skills in IT contracts advertised for the Berkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited SPSS over the 3 months to 31 July 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
31 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 120 122 121
Rank change year-on-year
+2 -1
Contract jobs citing SPSS 3 2 2
As % of all contract IT jobs located in Berkshire 0.13% 0.078% 0.080%
As % of the Applications category 0.94% 0.55% 0.52%
Number of daily rates quoted 2 0 2
Median daily rate £388 - £351
90% offered a daily rate of more than £358 - £320
10% offered a daily rate of more than £418 - £382
UK excluding London median daily rate £400 £350 £315
% change year-on-year
+14.28% +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £10.68 - -
SPSS
South East

The following table is for comparison with the above and provides statistics for the entire Applications category in contract jobs advertised in the Berkshire region.

Applications Category
Berkshire
Contract IT job ads with a match in the
Applications category
319 363 386
As % of all contract IT jobs located in Berkshire 13.59% 14.14% 15.40%
Number of daily rates quoted 123 166 161
Median daily rate £370 £325 £329
Median daily rate % change year-on-year
+13.84% -1.14%
90% offered a daily rate of more than £125 £165 £210
10% offered a daily rate of more than £505 £475 £493
UK excluding London median daily rate £325 £325 £320
% change year-on-year
- +1.56%
Number of hourly rates quoted 43 37 22
Median hourly rate £15.00 £16.75 £17.00
Median hourly rate % change year-on-year
-10.44% -1.47%
90% offered a hourly rate of more than £9.50 £11.63 £12.20
10% offered a hourly rate of more than £24.06 £30.90 £19.30
UK excluding London median hourly rate £16.50 £15.00 £15.00
% change year-on-year
+10.00% -

SPSS
Jobs Demand Trend in Berkshire

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

SPSS Jobs Demand Trend in Berkshire

SPSS
Daily Rate Trend in Berkshire

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

SPSS Daily Rate Trend in Berkshire

SPSS
Hourly Rate Trend in Berkshire

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

SPSS Hourly Rate Trend in Berkshire

SPSS
Top 30 Related IT Skills in Berkshire

For the 6 months to 31 July 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 Berkshire region with a requirement for SPSS.

1 6 (85.71%) SAS
1 6 (85.71%) Data Analysis
1 6 (85.71%) R
2 5 (71.43%) Big Data
2 5 (71.43%) Analytics
2 5 (71.43%) Python
2 5 (71.43%) Statistics
3 4 (57.14%) Mathematics
3 4 (57.14%) Hadoop
3 4 (57.14%) Visualisation
3 4 (57.14%) SQL
3 4 (57.14%) Business Intelligence
3 4 (57.14%) Algorithms
3 4 (57.14%) Linear Regression
4 3 (42.86%) scikit-learn
4 3 (42.86%) Smart Energy
4 3 (42.86%) Predictive Analysis
4 3 (42.86%) Pandas
4 3 (42.86%) Apache Spark
4 3 (42.86%) Apache Pig
4 3 (42.86%) Machine Learning
4 3 (42.86%) Data Visualisation
4 3 (42.86%) PhD
4 3 (42.86%) Artificial Intelligence
4 3 (42.86%) SciPy
4 3 (42.86%) NumPy
4 3 (42.86%) Apache Hive
4 3 (42.86%) Computer Science
4 3 (42.86%) Predictive Analytics
5 2 (28.57%) Degree

SPSS
Top Related IT Skills in Berkshire 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 6 (85.71%) SAS
2 3 (42.86%) Apache Pig
2 3 (42.86%) Apache Spark
Applications
1 2 (28.57%) MS Excel
2 1 (14.29%) Spreadsheet
Database & Business Intelligence
1 5 (71.43%) Big Data
2 4 (57.14%) Hadoop
3 3 (42.86%) Apache Hive
4 1 (14.29%) MySQL
4 1 (14.29%) QlikView
4 1 (14.29%) Relational Database
General
1 2 (28.57%) Telecoms
2 1 (14.29%) Automotive
2 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Data Scientist
1 3 (42.86%) Machine Learning Scientist
2 2 (28.57%) Analyst
2 2 (28.57%) Data Analyst
3 1 (14.29%) Data Engineer
3 1 (14.29%) Data Modeller
3 1 (14.29%) Radio Engineer
Libraries, Frameworks & Software Standards
1 3 (42.86%) NumPy
1 3 (42.86%) Pandas
1 3 (42.86%) scikit-learn
1 3 (42.86%) SciPy
Miscellaneous
1 5 (71.43%) Statistics
2 4 (57.14%) Algorithms
2 4 (57.14%) Mathematics
2 4 (57.14%) Visualisation
3 3 (42.86%) Artificial Intelligence
3 3 (42.86%) Computer Science
3 3 (42.86%) Smart Energy
4 2 (28.57%) Analytical Skills
5 1 (14.29%) Credit Risk
Processes & Methodologies
1 6 (85.71%) Data Analysis
2 5 (71.43%) Analytics
3 4 (57.14%) Business Intelligence
3 4 (57.14%) Linear Regression
4 3 (42.86%) Data Visualisation
4 3 (42.86%) Machine Learning
4 3 (42.86%) Predictive Analysis
4 3 (42.86%) Predictive Analytics
5 2 (28.57%) Project Management
6 1 (14.29%) CHAID
6 1 (14.29%) Data Analytics
6 1 (14.29%) Data Modelling
6 1 (14.29%) Multivariate Analysis
6 1 (14.29%) Statistical Analysis
6 1 (14.29%) Web Analytics
Programming Languages
1 6 (85.71%) R
2 5 (71.43%) Python
3 4 (57.14%) SQL
4 2 (28.57%) MATLAB
5 1 (14.29%) Perl
5 1 (14.29%) VBA
Qualifications
1 3 (42.86%) PhD
2 2 (28.57%) Degree
Vendors
1 1 (14.29%) Tableau