Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 20 June 2018 with a comparison to the same period in the previous 2 years.

SPSS
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 203 195 238
Rank change year-on-year -8 +43 -24
Permanent jobs citing SPSS 12 36 18
As % of all permanent IT jobs advertised in Leeds 0.25% 0.71% 0.29%
As % of the Applications category 3.34% 8.47% 3.33%
Number of salaries quoted 6 30 13
Leeds median annual salary £36,250 £55,000 £50,000
Median salary % change year-on-year -34.09% +10.00% +11.11%
10th Percentile £18,500 £34,875 £39,000
90th Percentile £44,375 £57,500 £91,400
West Yorkshire median annual salary £36,250 £55,000 £60,000
% change year-on-year -34.09% -8.33% +33.33%

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 Leeds with a requirement for software application skills.

All Software Application Skills
Leeds
Permanent vacancies with a requirement for software application skills 359 425 540
As % of all permanent IT jobs advertised in Leeds 7.57% 8.40% 8.68%
Number of salaries quoted 296 389 456
Leeds median annual salary £32,500 £35,000 £30,000
Median salary % change year-on-year -7.14% +16.67% -7.69%
10th Percentile £19,750 £19,750 £20,750
90th Percentile £47,500 £53,750 £52,500
West Yorkshire median annual salary £32,500 £33,625 £30,000
% change year-on-year -3.35% +12.08% -3.23%

SPSS
Job Vacancy Trend in Leeds

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

Job vacancy trend for SPSS in Leeds

SPSS
Salary Trend in Leeds

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

Salary trend for SPSS in Leeds

SPSS
Salary Histogram in Leeds

The salary distribution of IT jobs citing SPSS in Leeds over the 6 months to 20 June 2018.

Salary histogram for SPSS in Leeds

For the 6 months to 20 June 2018, IT 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 permanent job ads across the Leeds region with a requirement for SPSS.

1 7 (58.33%) R
1 7 (58.33%) Analytics
1 7 (58.33%) Analytical Skills
2 6 (50.00%) Python
3 5 (41.67%) SQL
3 5 (41.67%) Askia
3 5 (41.67%) Degree
3 5 (41.67%) Mathematics
3 5 (41.67%) Problem-Solving
4 4 (33.33%) Operations Research
4 4 (33.33%) Time Management
4 4 (33.33%) Data Science
4 4 (33.33%) Decision-Making
4 4 (33.33%) SAS
4 4 (33.33%) Validation
4 4 (33.33%) Banking
4 4 (33.33%) Statistics
5 3 (25.00%) Microsoft Excel
5 3 (25.00%) Microsoft
5 3 (25.00%) Data Analytics
6 2 (16.67%) Visualisation
6 2 (16.67%) Data Visualisation
6 2 (16.67%) Tableau
6 2 (16.67%) Data Quality
6 2 (16.67%) Data Cleansing
6 2 (16.67%) Marketing
6 2 (16.67%) Spotfire
6 2 (16.67%) QlikView
6 2 (16.67%) Credit Risk
6 2 (16.67%) Fraud Detection

SPSS
Co-occurring IT Skills in Leeds 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 (33.33%) SAS
Applications
1 3 (25.00%) Microsoft Excel
2 2 (16.67%) EViews
2 2 (16.67%) Microsoft Office
Database & Business Intelligence
1 2 (16.67%) MySQL
1 2 (16.67%) QlikView
1 2 (16.67%) Spotfire
2 1 (8.33%) NoSQL
2 1 (8.33%) Relational Database
General
1 4 (33.33%) Banking
2 2 (16.67%) Marketing
2 2 (16.67%) Retail
2 2 (16.67%) Retail Banking
Job Titles
1 6 (50.00%) Analyst
2 4 (33.33%) Data Scientist
3 3 (25.00%) Graduate
3 3 (25.00%) Graduate Analyst
4 2 (16.67%) Analytics Consultant
4 2 (16.67%) Business Consultant
4 2 (16.67%) Business Intelligence Consultant
4 2 (16.67%) Consultant
4 2 (16.67%) Data Analyst
4 2 (16.67%) Data Analytics Consultant
4 2 (16.67%) Data Consultant
4 2 (16.67%) Insight Analyst
5 1 (8.33%) Senior Analyst
5 1 (8.33%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (16.67%) HTML
2 1 (8.33%) CSS
Miscellaneous
1 7 (58.33%) Analytical Skills
2 2 (16.67%) Credit Risk
2 2 (16.67%) PMI
2 2 (16.67%) Self-Motivation
Processes & Methodologies
1 7 (58.33%) Analytics
2 5 (41.67%) Mathematics
2 5 (41.67%) Problem-Solving
3 4 (33.33%) Data Science
3 4 (33.33%) Decision-Making
3 4 (33.33%) Operations Research
3 4 (33.33%) Statistics
3 4 (33.33%) Time Management
3 4 (33.33%) Validation
4 3 (25.00%) Data Analytics
5 2 (16.67%) Campaign Analysis
5 2 (16.67%) Campaign Management
5 2 (16.67%) Credit Risk Modelling
5 2 (16.67%) Data Cleansing
5 2 (16.67%) Data Visualisation
5 2 (16.67%) Fraud Detection
5 2 (16.67%) Line Management
5 2 (16.67%) Risk Management
5 2 (16.67%) Stakeholder Management
5 2 (16.67%) Visualisation
Programming Languages
1 7 (58.33%) R
2 6 (50.00%) Python
3 5 (41.67%) SQL
4 2 (16.67%) C
4 2 (16.67%) C++
4 2 (16.67%) Java
4 2 (16.67%) MATLAB
4 2 (16.67%) PHP
Qualifications
1 5 (41.67%) Degree
2 2 (16.67%) Numerate Degree
2 2 (16.67%) PMI Certification
2 2 (16.67%) Postgraduate
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 5 (41.67%) Askia
2 3 (25.00%) Microsoft
3 2 (16.67%) Tableau
4 1 (8.33%) Confirmit
4 1 (8.33%) Nebu