Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

SPSS
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 211 220 245
Rank change year-on-year +9 +25 -5
Permanent jobs citing SPSS 11 14 12
As % of all permanent IT jobs advertised in Leeds 0.22% 0.26% 0.18%
As % of the Applications category 3.24% 3.81% 1.91%
Number of salaries quoted 7 14 5
Leeds median annual salary £37,500 £50,000 £70,000
Median salary % change year-on-year -25.00% -28.57% +55.56%
10th Percentile £21,550 £32,063 £56,250
90th Percentile £54,750 £52,500 £95,000
West Yorkshire median annual salary £28,750 £50,000 £60,000
% change year-on-year -42.50% -16.67% +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 340 367 628
As % of all permanent IT jobs advertised in Leeds 6.87% 6.87% 9.18%
Number of salaries quoted 290 332 490
Leeds median annual salary £35,000 £35,000 £32,500
Median salary % change year-on-year - +7.69% -4.41%
10th Percentile £20,450 £19,250 £20,000
90th Percentile £48,075 £49,950 £52,500
West Yorkshire median annual salary £35,000 £32,500 £32,500
% change year-on-year +7.69% - -

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 23 February 2018.

Salary histogram for SPSS in Leeds

For the 6 months to 23 February 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 9 (81.82%) SAS
2 7 (63.64%) Visualisation
2 7 (63.64%) Data Visualisation
3 6 (54.55%) Analytics
3 6 (54.55%) Analytical Skills
4 4 (36.36%) Mathematics
4 4 (36.36%) Degree
4 4 (36.36%) BusinessObjects
4 4 (36.36%) Python
4 4 (36.36%) Finance
5 3 (27.27%) Statistics
5 3 (27.27%) Data Analysis
5 3 (27.27%) R
5 3 (27.27%) Data Science
6 2 (18.18%) Relational Database
6 2 (18.18%) Tableau
6 2 (18.18%) Data Quality
6 2 (18.18%) Machine Learning
6 2 (18.18%) Big Data
6 2 (18.18%) Statistical Modelling
6 2 (18.18%) Data Analytics
6 2 (18.18%) Spotfire
6 2 (18.18%) QlikView
6 2 (18.18%) Data Cleansing
6 2 (18.18%) Business Intelligence
6 2 (18.18%) Stakeholder Management
6 2 (18.18%) Banking
6 2 (18.18%) SQL Server
6 2 (18.18%) PMI
6 2 (18.18%) PMI Certification

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 9 (81.82%) SAS
Database & Business Intelligence
1 4 (36.36%) BusinessObjects
2 2 (18.18%) Big Data
2 2 (18.18%) QlikView
2 2 (18.18%) Relational Database
2 2 (18.18%) Spotfire
2 2 (18.18%) SQL Server
General
1 4 (36.36%) Finance
2 2 (18.18%) Banking
Job Titles
1 2 (18.18%) Analyst
1 2 (18.18%) Analytics Consultant
1 2 (18.18%) Business Consultant
1 2 (18.18%) Business Intelligence Consultant
1 2 (18.18%) Consultant
1 2 (18.18%) Data Analyst
1 2 (18.18%) Data Analytics Consultant
1 2 (18.18%) Data Consultant
1 2 (18.18%) Data Scientist
1 2 (18.18%) Junior
1 2 (18.18%) Junior Data Scientist
2 1 (9.09%) Statistical Modeller
Libraries, Frameworks & Software Standards
1 1 (9.09%) CSS
Miscellaneous
1 6 (54.55%) Analytical Skills
2 2 (18.18%) PMI
3 1 (9.09%) Algorithms
3 1 (9.09%) Computer Science
Processes & Methodologies
1 7 (63.64%) Data Visualisation
1 7 (63.64%) Visualisation
2 6 (54.55%) Analytics
3 4 (36.36%) Mathematics
4 3 (27.27%) Data Analysis
4 3 (27.27%) Data Science
4 3 (27.27%) Statistics
5 2 (18.18%) Business Intelligence
5 2 (18.18%) CHAID
5 2 (18.18%) Data Analytics
5 2 (18.18%) Data Cleansing
5 2 (18.18%) Machine Learning
5 2 (18.18%) Risk Management
5 2 (18.18%) Stakeholder Management
5 2 (18.18%) Statistical Modelling
6 1 (9.09%) Actionable Insight
6 1 (9.09%) Deep Learning
6 1 (9.09%) Kalman Filter
6 1 (9.09%) Linear Regression
6 1 (9.09%) Physics
Programming Languages
1 4 (36.36%) Python
2 3 (27.27%) R
3 2 (18.18%) MATLAB
4 1 (9.09%) SQL
Qualifications
1 4 (36.36%) Degree
2 2 (18.18%) PMI Certification
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Vendors
1 2 (18.18%) Tableau
2 1 (9.09%) Askia
2 1 (9.09%) Capita
2 1 (9.09%) Confirmit
2 1 (9.09%) Google
2 1 (9.09%) Nebu
2 1 (9.09%) Twitter