Period
to 23 May 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for SPSS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited SPSS over the 6 months to 23 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

SPSS
South East > Berkshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 163 155 183
Rank change year-on-year -8 +28 -8
Contract jobs citing SPSS 4 3 7
As % of all contract IT jobs advertised in Berkshire 0.10% 0.080% 0.14%
As % of the Applications category 0.92% 0.61% 1.24%
Number of daily rates quoted 2 2 6
Berkshire median daily rate £420 £294 £328
Median daily rate % change year-on-year +42.98% -10.31% -22.94%
10th Percentile £336 £267 £261
90th Percentile £509 £316 £463
South East median daily rate £430 £388 £385
% change year-on-year +10.97% +0.65% -9.41%
Number of hourly rates quoted 0 0 1
Berkshire median hourly rate - - £19.00
South East median hourly rate £48.50 - £19.00

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for software application skills.

All Software Application Skills
Berkshire
Contract vacancies with a requirement for software application skills 434 492 563
As % of all contract IT jobs advertised in Berkshire 11.02% 13.05% 11.36%
Number of daily rates quoted 176 167 239
Berkshire median daily rate £375 £320 £325
Median daily rate % change year-on-year +17.19% -1.54% +8.33%
10th Percentile £141 £164 £159
90th Percentile £500 £471 £450
South East median daily rate £360 £348 £325
% change year-on-year +3.60% +6.92% -
Number of hourly rates quoted 26 65 70
Berkshire median hourly rate £16.25 £13.00 £12.50
Median hourly rate % change year-on-year +25.00% +4.00% -20.84%
10th Percentile £11.38 £9.25 £9.25
90th Percentile £45.25 £30.00 £20.58
South East median hourly rate £17.50 £15.00 £15.00
% change year-on-year +16.67% - +3.45%

SPSS
Job Vacancy Trend in Berkshire

Job postings citing SPSS as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for SPSS in Berkshire

SPSS
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for SPSS in Berkshire

SPSS
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing SPSS in Berkshire over the 6 months to 23 May 2018.

Contractor daily rate histogram for SPSS in Berkshire

SPSS
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SPSS within the Berkshire region over the 6 months to 23 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading - 2 £340 -
Bracknell - 1 £500 -
SPSS
South East

For the 6 months to 23 May 2018, IT contractor jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Berkshire region with a requirement for SPSS.

1 4 (100.00%) SQL
1 4 (100.00%) Python
1 4 (100.00%) SAS
1 4 (100.00%) R
1 4 (100.00%) Analytics
2 3 (75.00%) Apache Pig
2 3 (75.00%) Sqoop
2 3 (75.00%) Triplestore
2 3 (75.00%) Amazon Redshift
2 3 (75.00%) Analytical Skills
2 3 (75.00%) Apache Hive
2 3 (75.00%) MongoDB
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) NoSQL
2 3 (75.00%) Azure SQL Database
2 3 (75.00%) Talend
2 3 (75.00%) Apache Flume
2 3 (75.00%) Data Analytics
2 3 (75.00%) High Availability
2 3 (75.00%) MapReduce
2 3 (75.00%) SAP HANA
2 3 (75.00%) HBase
2 3 (75.00%) Redis
2 3 (75.00%) Mahout
2 3 (75.00%) Vertica
2 3 (75.00%) Big Data
2 3 (75.00%) SQL Server 2008
2 3 (75.00%) F#
2 3 (75.00%) Pentaho
2 3 (75.00%) Hadoop

SPSS
Co-occurring 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 4 (100.00%) SAS
2 3 (75.00%) Apache Pig
Applications
1 1 (25.00%) Microsoft Excel
Cloud Services
1 3 (75.00%) Microsoft Azure
Database & Business Intelligence
1 3 (75.00%) Apache Cassandra
1 3 (75.00%) Apache Hive
1 3 (75.00%) Azure SQL Database
1 3 (75.00%) Big Data
1 3 (75.00%) Data Warehouse
1 3 (75.00%) Hadoop
1 3 (75.00%) HBase
1 3 (75.00%) Mahout
1 3 (75.00%) MongoDB
1 3 (75.00%) NoSQL
1 3 (75.00%) Pentaho
1 3 (75.00%) Redis
1 3 (75.00%) SAP HANA
1 3 (75.00%) SQL Server
1 3 (75.00%) SQL Server 2005
1 3 (75.00%) SQL Server 2008
1 3 (75.00%) SQL Server Analysis Services
1 3 (75.00%) SQL Server Integration Services
1 3 (75.00%) SQL Server Reporting Services
1 3 (75.00%) Sqoop
General
1 1 (25.00%) Marketing
1 1 (25.00%) Retail
Job Titles
1 3 (75.00%) Consultant
1 3 (75.00%) Data Consultant
1 3 (75.00%) Insight Consultant
2 1 (25.00%) Analyst
Miscellaneous
1 3 (75.00%) Analytical Skills
1 3 (75.00%) Replication
2 1 (25.00%) Algorithms
2 1 (25.00%) Computer Science
Processes & Methodologies
1 4 (100.00%) Analytics
2 3 (75.00%) Agile Software Development
2 3 (75.00%) Business Intelligence
2 3 (75.00%) Data Analytics
2 3 (75.00%) Data Modelling
2 3 (75.00%) Data Security
2 3 (75.00%) ETL
2 3 (75.00%) High Availability
2 3 (75.00%) MapReduce
2 3 (75.00%) Migration
2 3 (75.00%) Presales
2 3 (75.00%) Project Management
3 1 (25.00%) CRM
3 1 (25.00%) Decision Tree
3 1 (25.00%) Economics
3 1 (25.00%) Performance Monitoring
3 1 (25.00%) Personalization
3 1 (25.00%) Statistical Analysis
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Statistics
Programming Languages
1 4 (100.00%) Python
1 4 (100.00%) R
1 4 (100.00%) SQL
2 3 (75.00%) C#
2 3 (75.00%) F#
2 3 (75.00%) Java
Qualifications
1 2 (50.00%) Degree
2 1 (25.00%) Computer Science Degree
System Software
1 3 (75.00%) Apache Flume
Vendors
1 3 (75.00%) Informatica
1 3 (75.00%) Microsoft
1 3 (75.00%) Oracle
1 3 (75.00%) SAP
1 3 (75.00%) Talend
1 3 (75.00%) Teradata
1 3 (75.00%) Vertica
2 1 (25.00%) Netezza