The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

SPSS
England / Yorkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 205 223 249
Rank change year-on-year +18 +26  
Permanent jobs citing SPSS 29 11 19
As % of all permanent IT jobs advertised in Yorkshire 0.54% 0.20% 0.28%
As % of the Applications category 6.79% 2.38% 2.99%
Number of salaries quoted 24 11 9
Median salary £55,000 £50,000 £23,000
Median salary % change year-on-year +10.00% +117.39%  
90% offered a salary of more than £41,500 £40,000 £22,500
10% offered a salary of more than £62,750 £74,000 £33,000
UK excluding London median salary £41,000 £50,000 £44,500
% change year-on-year -18.00% +12.35%  

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 Yorkshire with a requirement for software application skills.

Software Application Skills
Yorkshire
Permanent job vacancies with a requirement for software application skills 427 463 635
As % of all permanent IT job vacancies advertised in Yorkshire 7.95% 8.21% 9.39%
Number of salaries quoted 354 405 499
Median salary £30,250 £30,000 £30,000
Median salary % change year-on-year +0.83% -  
90% offered a salary of more than £21,850 £21,000 £20,000
10% offered a salary of more than £55,000 £47,500 £50,000
UK excluding London median salary £34,000 £33,500 £34,000
% change year-on-year +1.49% -1.47%  

SPSS
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

Job vacancy trend for SPSS in Yorkshire

SPSS
Salary Trend in Yorkshire

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

Salary trend for SPSS in Yorkshire

SPSS
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing SPSS in Yorkshire over the 3 months to 27 June 2017.

Salary histogram for SPSS in Yorkshire

SPSS
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Yorkshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +30 28 £55,000 +10.00% 2
North Yorkshire +4 1 £65,000 +188.88%
SPSS
England

For the 6 months to 27 June 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 Yorkshire region with a requirement for SPSS.

1 37 (92.50%) SAS
2 34 (85.00%) SQL
3 33 (82.50%) Analytical Skills
4 28 (70.00%) Analytics
5 23 (57.50%) Data Modelling
6 22 (55.00%) Data Mining
6 22 (55.00%) VBA
6 22 (55.00%) MS Access
6 22 (55.00%) Data Analysis
7 20 (50.00%) Multivariate Analysis
7 20 (50.00%) Stakeholder Engagement
7 20 (50.00%) Pricing Strategy
8 17 (42.50%) OpenUP
8 17 (42.50%) Data Warehouse
9 9 (22.50%) Microsoft Excel
9 9 (22.50%) SQL Server
9 9 (22.50%) Tableau
10 8 (20.00%) Microsoft
10 8 (20.00%) Retail
11 7 (17.50%) Stakeholder Management
11 7 (17.50%) Mathematics
12 6 (15.00%) Degree
12 6 (15.00%) Visualisation
12 6 (15.00%) Data Visualisation
12 6 (15.00%) Business Intelligence
13 5 (12.50%) Power BI
13 5 (12.50%) Legal
13 5 (12.50%) R
13 5 (12.50%) QlikView
14 4 (10.00%) Finance

SPSS
Co-occurring IT Skills in Yorkshire 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 37 (92.50%) SAS
Applications
1 9 (22.50%) Microsoft Excel
2 2 (5.00%) Microsoft PowerPoint
Cloud Services
1 3 (7.50%) Cortana Intelligence Suite
Database & Business Intelligence
1 22 (55.00%) Data Mining
1 22 (55.00%) MS Access
2 17 (42.50%) Data Warehouse
3 9 (22.50%) SQL Server
4 5 (12.50%) Power BI
4 5 (12.50%) QlikView
5 4 (10.00%) SQL Server Reporting Services
6 3 (7.50%) Big Data
7 1 (2.50%) Hadoop
7 1 (2.50%) SAS EBI
General
1 8 (20.00%) Retail
2 5 (12.50%) Legal
3 4 (10.00%) Finance
4 2 (5.00%) Marketing
5 1 (2.50%) Telecoms
Job Titles
1 23 (57.50%) Data Scientist
2 13 (32.50%) Analyst
3 9 (22.50%) Insight Analyst
4 6 (15.00%) Data Insight Analyst
4 6 (15.00%) Excel Analyst
4 6 (15.00%) Insight Data Analyst
4 6 (15.00%) SQL Analyst
5 5 (12.50%) SPSS Analyst
5 5 (12.50%) SPSS Data Analyst
5 5 (12.50%) SQL Data Analyst
6 2 (5.00%) Data Analyst
6 2 (5.00%) Data Manager
6 2 (5.00%) Database Analyst
7 1 (2.50%) Analytics Consultant
7 1 (2.50%) Consultant
7 1 (2.50%) Insight Manager
7 1 (2.50%) SAS Analyst
7 1 (2.50%) SAS Insight Analyst
7 1 (2.50%) SSRS Analyst
Miscellaneous
1 33 (82.50%) Analytical Skills
2 1 (2.50%) Algorithms
2 1 (2.50%) FMCG
Operating Systems
1 1 (2.50%) Linux
1 1 (2.50%) Unix
Processes & Methodologies
1 28 (70.00%) Analytics
2 23 (57.50%) Data Modelling
3 22 (55.00%) Data Analysis
4 20 (50.00%) Multivariate Analysis
4 20 (50.00%) Pricing Strategy
4 20 (50.00%) Stakeholder Engagement
5 17 (42.50%) OpenUP
6 7 (17.50%) Mathematics
6 7 (17.50%) Stakeholder Management
7 6 (15.00%) Business Intelligence
7 6 (15.00%) Data Visualisation
7 6 (15.00%) Visualisation
8 3 (7.50%) Machine Learning
8 3 (7.50%) Statistics
9 2 (5.00%) Customer Analytics
9 2 (5.00%) Data Analytics
9 2 (5.00%) Financial Modelling
9 2 (5.00%) Logistic Regression
9 2 (5.00%) Predictive Modelling
9 2 (5.00%) Statistical Modelling
Programming Languages
1 34 (85.00%) SQL
2 22 (55.00%) VBA
3 5 (12.50%) R
4 2 (5.00%) MATLAB
5 1 (2.50%) Python
Qualifications
1 6 (15.00%) Degree
2 2 (5.00%) Numerate Degree
3 1 (2.50%) PhD
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
Vendors
1 9 (22.50%) Tableau
2 8 (20.00%) Microsoft
3 3 (7.50%) IBM
Sheffield, South Yorkshire
Searchability
Salary: £23000 - £40000 per annum + Benefits
Posted: Yesterday
Leeds
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 4 days ago