Period
to 15 November 2018

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 15 November 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 West > Bristol
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 122 114 113
Rank change year-on-year -8 -1 -8
Contract jobs citing SPSS 4 6 1
As % of all contract IT jobs advertised in Bristol 0.19% 0.30% 0.057%
As % of the Applications category 2.12% 3.24% 0.49%
Number of daily rates quoted 2 4 1
Bristol median daily rate £325 £375 £125
Median daily rate % change year-on-year -13.33% +200.00% -
10th Percentile £223 £316 £113
90th Percentile £448 £446 £138
South West median daily rate £325 £338 £500
% change year-on-year -3.70% -32.50% -
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate - - -

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 Bristol with a requirement for software application skills.

All Software Application Skills
Bristol
Contract vacancies with a requirement for software application skills 189 185 203
As % of all contract IT jobs advertised in Bristol 8.93% 9.39% 11.57%
Number of daily rates quoted 103 114 125
Bristol median daily rate £375 £325 £288
Median daily rate % change year-on-year +15.38% +13.04% -11.54%
10th Percentile £167 £150 £123
90th Percentile £485 £437 £475
South West median daily rate £350 £350 £300
% change year-on-year - +16.67% -14.29%
Number of hourly rates quoted 20 13 29
Bristol median hourly rate £20.97 £17.50 £20.00
Median hourly rate % change year-on-year +19.83% -12.50% +17.65%
10th Percentile £15.48 £12.90 £10.50
90th Percentile £43.81 £43.10 £43.05
South West median hourly rate £27.50 £24.00 £20.13
% change year-on-year +14.58% +19.25% +15.00%

SPSS
Job Vacancy Trend in Bristol

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

Job vacancy trend for SPSS in Bristol

SPSS
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for SPSS in Bristol

SPSS
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing SPSS in Bristol over the 6 months to 15 November 2018.

Contractor daily rate histogram for SPSS in Bristol

For the 6 months to 15 November 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 Bristol region with a requirement for SPSS.

1 3 (75.00%) SQL
1 3 (75.00%) Data Visualisation
1 3 (75.00%) Visualisation
2 2 (50.00%) Microsoft Azure
2 2 (50.00%) Azure Machine Learning
2 2 (50.00%) Machine Learning
2 2 (50.00%) Qlik Sense
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Agile Software Development
2 2 (50.00%) R
3 1 (25.00%) Web Analytics
3 1 (25.00%) Microsoft PowerPoint
3 1 (25.00%) Google
3 1 (25.00%) Statistics
3 1 (25.00%) SharePoint Server
3 1 (25.00%) Google Analytics
3 1 (25.00%) Data Analysis
3 1 (25.00%) Microsoft
3 1 (25.00%) HTML
3 1 (25.00%) JavaScript
3 1 (25.00%) Python
3 1 (25.00%) Microsoft Excel
3 1 (25.00%) Data Modelling
3 1 (25.00%) Tag Management
3 1 (25.00%) Google Tag Manager
3 1 (25.00%) Digital Analytics
3 1 (25.00%) Actionable Insight
3 1 (25.00%) A/B Testing
3 1 (25.00%) Data Science
3 1 (25.00%) Analytics

SPSS
Co-occurring IT Skills in Bristol 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 1 (25.00%) SharePoint Server
Applications
1 1 (25.00%) Microsoft Excel
1 1 (25.00%) Microsoft PowerPoint
Cloud Services
1 2 (50.00%) Azure Machine Learning
1 2 (50.00%) Microsoft Azure
2 1 (25.00%) Google Analytics
2 1 (25.00%) Google Tag Manager
Database & Business Intelligence
1 2 (50.00%) Qlik Sense
Job Titles
1 2 (50.00%) Business Intelligence Developer
1 2 (50.00%) Developer
2 1 (25.00%) Analyst
2 1 (25.00%) Data Scientist
2 1 (25.00%) Digital Analyst
2 1 (25.00%) Digital Insight Analyst
2 1 (25.00%) Insight Analyst
Libraries, Frameworks & Software Standards
1 1 (25.00%) HTML
Miscellaneous
1 1 (25.00%) User Experience
Processes & Methodologies
1 3 (75.00%) Data Visualisation
1 3 (75.00%) Visualisation
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Machine Learning
3 1 (25.00%) A/B Testing
3 1 (25.00%) Actionable Insight
3 1 (25.00%) Analytics
3 1 (25.00%) Dashboard Development
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Modelling
3 1 (25.00%) Data Science
3 1 (25.00%) Digital Analytics
3 1 (25.00%) Statistics
3 1 (25.00%) Tag Management
3 1 (25.00%) Web Analytics
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) R
3 1 (25.00%) JavaScript
3 1 (25.00%) Python
Vendors
1 1 (25.00%) Google
1 1 (25.00%) Microsoft