Period
to 19 January 2018

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 19 January 2018 with a comparison to the same period in the previous 2 years.

SPSS
South West > Bristol
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 195 172 182
Rank change year-on-year -23 +10 -4
Permanent jobs citing SPSS 4 4 11
As % of all permanent IT jobs advertised in Bristol 0.11% 0.12% 0.30%
As % of the Applications category 1.36% 1.28% 3.73%
Number of salaries quoted 4 4 10
Bristol median annual salary £43,750 £36,250 £41,250
Median salary % change year-on-year +20.69% -12.12% -8.33%
10th Percentile £33,413 £31,250 £32,500
90th Percentile £58,813 £50,500 £65,000
South West median annual salary £43,750 £50,000 £43,750
% change year-on-year -12.50% +14.29% -7.89%

SPSS is in the Software Applications category. The following 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.

All Software Application Skills
Bristol
Permanent vacancies with a requirement for software application skills 295 313 295
As % of all permanent IT jobs advertised in Bristol 8.08% 9.72% 8.13%
Number of salaries quoted 239 254 205
Bristol median annual salary £33,000 £37,500 £35,000
Median salary % change year-on-year -12.00% +7.14% +2.94%
10th Percentile £19,500 £21,250 £21,300
90th Percentile £52,750 £55,000 £51,250
South West median annual salary £31,500 £32,500 £31,500
% change year-on-year -3.08% +3.17% -3.08%

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

SPSS
Salary Histogram in Bristol

The salary distribution of IT jobs citing SPSS in Bristol over the 6 months to 19 January 2018.

Salary histogram for SPSS in Bristol

For the 6 months to 19 January 2018, 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 4 (100.00%) SAS
1 4 (100.00%) R
1 4 (100.00%) Analytics
2 3 (75.00%) Analytical Skills
2 3 (75.00%) Business Intelligence
3 2 (50.00%) SQL
3 2 (50.00%) Stakeholder Management
3 2 (50.00%) Marketing
3 2 (50.00%) Spotfire
3 2 (50.00%) QlikView
3 2 (50.00%) Data Cleansing
3 2 (50.00%) Visualisation
3 2 (50.00%) Data Analytics
3 2 (50.00%) Tableau
3 2 (50.00%) Data Governance
3 2 (50.00%) Data Quality
4 1 (25.00%) Propensity Modelling
4 1 (25.00%) Machine Learning
4 1 (25.00%) Big Data
4 1 (25.00%) Customer Insight
4 1 (25.00%) Statistical Modelling
4 1 (25.00%) Marketing Strategy
4 1 (25.00%) Statistics
4 1 (25.00%) Algorithms
4 1 (25.00%) NoSQL
4 1 (25.00%) Predictive Analytics
4 1 (25.00%) Cluster Analysis
4 1 (25.00%) Mathematics
4 1 (25.00%) SAP InfiniteInsight
4 1 (25.00%) Finance

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 4 (100.00%) SAS
Business Applications
1 1 (25.00%) SAP InfiniteInsight
Database & Business Intelligence
1 2 (50.00%) QlikView
1 2 (50.00%) Spotfire
2 1 (25.00%) Big Data
2 1 (25.00%) NoSQL
General
1 2 (50.00%) Marketing
2 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Analytics Consultant
1 2 (50.00%) Consultant
1 2 (50.00%) Data Analytics Consultant
1 2 (50.00%) Data Consultant
1 2 (50.00%) Senior Consultant
1 2 (50.00%) Senior Data Analytics Consultant
2 1 (25.00%) Analyst
2 1 (25.00%) Customer Analyst
2 1 (25.00%) Customer Insight Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Data Insight Analyst
2 1 (25.00%) Data Scientist
2 1 (25.00%) Insight Analyst
2 1 (25.00%) Insight Data Analyst
Miscellaneous
1 3 (75.00%) Analytical Skills
2 1 (25.00%) Algorithms
Processes & Methodologies
1 4 (100.00%) Analytics
2 3 (75.00%) Business Intelligence
3 2 (50.00%) Data Analytics
3 2 (50.00%) Data Cleansing
3 2 (50.00%) Data Governance
3 2 (50.00%) Stakeholder Management
3 2 (50.00%) Visualisation
4 1 (25.00%) Cluster Analysis
4 1 (25.00%) Customer Insight
4 1 (25.00%) Machine Learning
4 1 (25.00%) Marketing Strategy
4 1 (25.00%) Mathematics
4 1 (25.00%) Predictive Analytics
4 1 (25.00%) Propensity Modelling
4 1 (25.00%) Statistical Modelling
4 1 (25.00%) Statistics
Programming Languages
1 4 (100.00%) R
2 2 (50.00%) SQL
3 1 (25.00%) Python
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
Vendors
1 2 (50.00%) Tableau