Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

SPSS
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 198 201 225
Rank change year-on-year +3 +24 +33
Permanent jobs citing SPSS 5 36 18
As % of all permanent IT jobs advertised in Leeds 0.12% 0.73% 0.33%
As % of the Applications category 1.25% 8.20% 4.38%
Number of salaries quoted 2 26 18
Leeds median annual salary £43,750 £55,000 £50,000
Median salary % change year-on-year -20.45% +10.00% +11.11%
10th Percentile £41,625 £36,875 £42,750
90th Percentile £44,875 £61,875 £76,000
West Yorkshire median annual salary £43,750 £55,000 £50,000
% change year-on-year -20.45% +10.00% +42.86%

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 401 439 411
As % of all permanent IT jobs advertised in Leeds 9.69% 8.91% 7.54%
Number of salaries quoted 320 367 368
Leeds median annual salary £32,500 £35,000 £29,437
Median salary % change year-on-year -7.14% +18.90% -9.43%
10th Percentile £20,500 £20,000 £20,500
90th Percentile £50,000 £56,250 £52,500
West Yorkshire median annual salary £32,251 £34,000 £30,000
% change year-on-year -5.14% +13.33% -4.76%

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

For the 6 months to 25 September 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 4 (80.00%) R
1 4 (80.00%) Analytics
2 3 (60.00%) Analytical Skills
2 3 (60.00%) Decision-Making
2 3 (60.00%) Problem-Solving
2 3 (60.00%) Banking
2 3 (60.00%) SAS
3 2 (40.00%) Validation
3 2 (40.00%) C
3 2 (40.00%) C++
3 2 (40.00%) Java
3 2 (40.00%) SQL
3 2 (40.00%) Economics
3 2 (40.00%) Statistics
3 2 (40.00%) Retail Banking
3 2 (40.00%) Operations Research
3 2 (40.00%) Degree
3 2 (40.00%) Mathematics
3 2 (40.00%) Credit Risk
3 2 (40.00%) Time Management
3 2 (40.00%) Fraud Detection
3 2 (40.00%) Credit Risk Modelling
3 2 (40.00%) Scorecard
3 2 (40.00%) EViews
3 2 (40.00%) MATLAB
3 2 (40.00%) Line Management
3 2 (40.00%) Postgraduate
3 2 (40.00%) Python
3 2 (40.00%) Data Analytics
4 1 (20.00%) Microsoft Excel

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 3 (60.00%) SAS
Applications
1 2 (40.00%) EViews
2 1 (20.00%) Microsoft Excel
Database & Business Intelligence
1 1 (20.00%) NoSQL
1 1 (20.00%) QlikView
1 1 (20.00%) Relational Database
1 1 (20.00%) Spotfire
General
1 3 (60.00%) Banking
2 2 (40.00%) Retail Banking
Job Titles
1 3 (60.00%) Analyst
2 1 (20.00%) Analytics Consultant
2 1 (20.00%) Business Consultant
2 1 (20.00%) Business Intelligence Consultant
2 1 (20.00%) Consultant
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Analytics Consultant
2 1 (20.00%) Data Consultant
2 1 (20.00%) Data Scientist
2 1 (20.00%) Graduate
2 1 (20.00%) Graduate Analyst
2 1 (20.00%) Senior Analyst
2 1 (20.00%) Senior Data Analyst
Miscellaneous
1 3 (60.00%) Analytical Skills
2 2 (40.00%) Credit Risk
3 1 (20.00%) PMI
Processes & Methodologies
1 4 (80.00%) Analytics
2 3 (60.00%) Decision-Making
2 3 (60.00%) Problem-Solving
3 2 (40.00%) Credit Risk Modelling
3 2 (40.00%) Data Analytics
3 2 (40.00%) Economics
3 2 (40.00%) Fraud Detection
3 2 (40.00%) Line Management
3 2 (40.00%) Mathematics
3 2 (40.00%) Operations Research
3 2 (40.00%) Scorecard
3 2 (40.00%) Statistics
3 2 (40.00%) Time Management
3 2 (40.00%) Validation
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Data Science
4 1 (20.00%) Data Visualisation
4 1 (20.00%) Machine Learning
4 1 (20.00%) Visualisation
Programming Languages
1 4 (80.00%) R
2 2 (40.00%) C
2 2 (40.00%) C++
2 2 (40.00%) Java
2 2 (40.00%) MATLAB
2 2 (40.00%) Python
2 2 (40.00%) SQL
Qualifications
1 2 (40.00%) Degree
1 2 (40.00%) Postgraduate
2 1 (20.00%) PMI Certification
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
Vendors
1 1 (20.00%) Askia
1 1 (20.00%) Microsoft
1 1 (20.00%) Tableau