Period
to 28 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

SPSS
South West > Bristol
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 196 173 191
Rank change year-on-year -23 +18 -11
Permanent jobs citing SPSS 8 10 8
As % of all permanent IT jobs advertised in Bristol 0.21% 0.29% 0.20%
As % of the Applications category 2.38% 3.00% 2.71%
Number of salaries quoted 7 8 3
Bristol median annual salary £39,991 £43,750 £30,000
Median salary % change year-on-year -8.59% +45.83% -29.41%
10th Percentile £33,500 £29,250 £25,500
90th Percentile £45,000 £83,125 £47,500
South West median annual salary £40,750 £52,500 £39,000
% change year-on-year -22.38% +34.62% -10.86%

SPSS is in the software application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for software application skills.

Software Application Skills
Bristol
Permanent job vacancies with a requirement for software application skills 336 333 295
As % of all permanent IT job vacancies advertised in Bristol 8.67% 9.55% 7.55%
Number of salaries quoted 299 282 238
Bristol median annual salary £35,000 £32,500 £32,500
Median salary % change year-on-year +7.69% - -1.52%
10th Percentile £22,500 £21,250 £22,500
90th Percentile £48,750 £53,750 £50,000
South West median annual salary £34,000 £32,500 £32,000
% change year-on-year +4.62% +1.56% +6.67%

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
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS in Bristol.

Salary trend for SPSS in Bristol

For the 6 months to 28 July 2017, IT jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for SPSS.

1 8 (100.00%) SAS
2 5 (62.50%) SQL
2 5 (62.50%) Marketing
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Degree
3 4 (50.00%) Statistical Modelling
4 3 (37.50%) Impala
4 3 (37.50%) Data Privacy
4 3 (37.50%) Data Munging
4 3 (37.50%) Bayesian Methods
4 3 (37.50%) Time Series Analysis
4 3 (37.50%) Factor Analysis
4 3 (37.50%) Apache Hive
4 3 (37.50%) NoSQL
4 3 (37.50%) Regression Analysis
4 3 (37.50%) R
4 3 (37.50%) Data Visualisation
4 3 (37.50%) Natural Language Processing
4 3 (37.50%) Machine Learning
4 3 (37.50%) D3.js
4 3 (37.50%) Big Data
4 3 (37.50%) Cluster Analysis
4 3 (37.50%) Mathematics
4 3 (37.50%) Applied Mathematics
4 3 (37.50%) Blog
4 3 (37.50%) Unit Testing
4 3 (37.50%) Data Protection
4 3 (37.50%) MATLAB
4 3 (37.50%) Cloud Computing
4 3 (37.50%) Hadoop

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 8 (100.00%) SAS
2 3 (37.50%) Apache Spark
Applications
1 1 (12.50%) Microsoft Excel
1 1 (12.50%) Microsoft Office
1 1 (12.50%) SPSS Modeler
Cloud Services
1 3 (37.50%) Cloud Computing
1 3 (37.50%) Google Cloud Platform
Database & Business Intelligence
1 3 (37.50%) Apache Hive
1 3 (37.50%) Big Data
1 3 (37.50%) BigQuery
1 3 (37.50%) Geospatial Data
1 3 (37.50%) GIS
1 3 (37.50%) Hadoop
1 3 (37.50%) Impala
1 3 (37.50%) NoSQL
General
1 5 (62.50%) Marketing
2 3 (37.50%) Law
3 2 (25.00%) Automotive
3 2 (25.00%) Finance
3 2 (25.00%) Retail
Job Titles
1 5 (62.50%) Analyst
1 5 (62.50%) Insight Analyst
2 3 (37.50%) Data Scientist
3 2 (25.00%) Data Analyst
3 2 (25.00%) Data Insight Analyst
3 2 (25.00%) Insight Data Analyst
4 1 (12.50%) Marketing Analyst
4 1 (12.50%) Marketing Insight Analyst
4 1 (12.50%) SAS Analyst
4 1 (12.50%) SAS Insight Analyst
4 1 (12.50%) SAS Marketing Analyst
4 1 (12.50%) Senior Analyst
4 1 (12.50%) Senior Insight Analyst
4 1 (12.50%) SPSS Analyst
4 1 (12.50%) SPSS Marketing Analyst
4 1 (12.50%) SQL Analyst
Libraries, Frameworks & Software Standards
1 3 (37.50%) D3.js
1 3 (37.50%) Natural Language Processing
1 3 (37.50%) TensorFlow
1 3 (37.50%) Theano
2 1 (12.50%) Apache Flex
2 1 (12.50%) CSS
Miscellaneous
1 4 (50.00%) Analytical Skills
2 3 (37.50%) Algorithms
2 3 (37.50%) Blog
2 3 (37.50%) Data Protection Act
2 3 (37.50%) Management Information System
3 2 (25.00%) FMCG
Processes & Methodologies
1 4 (50.00%) Statistical Modelling
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Applied Mathematics
2 3 (37.50%) Bayesian Methods
2 3 (37.50%) Cluster Analysis
2 3 (37.50%) Data Munging
2 3 (37.50%) Data Privacy
2 3 (37.50%) Econometric Modelling
2 3 (37.50%) Factor Analysis
2 3 (37.50%) Mathematics
2 3 (37.50%) Predictive Modelling
2 3 (37.50%) Project Planning
2 3 (37.50%) Rapid Prototyping
2 3 (37.50%) Regression Analysis
2 3 (37.50%) Statistical Analysis
2 3 (37.50%) Statistics
2 3 (37.50%) Time Series Analysis
2 3 (37.50%) Unit Testing
2 3 (37.50%) Visualisation
2 3 (37.50%) Web Development
Programming Languages
1 5 (62.50%) SQL
2 3 (37.50%) JavaScript
2 3 (37.50%) MATLAB
2 3 (37.50%) Python
2 3 (37.50%) R
3 1 (12.50%) Java
3 1 (12.50%) PHP
3 1 (12.50%) VBA
Qualifications
1 4 (50.00%) Degree
2 3 (37.50%) Postgraduate
3 1 (12.50%) Numerate Degree
Vendors
1 1 (12.50%) IBM
1 1 (12.50%) Microsoft