Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
England > Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 274 311 345
Rank change year-on-year +37 +34 +36
Permanent jobs citing SPSS 36 19 10
As % of all permanent IT jobs advertised in Yorkshire 0.36% 0.17% 0.077%
As % of the Applications category 4.32% 2.41% 0.85%
Number of salaries quoted 23 19 2
Yorkshire median annual salary £46,500 £50,000 £57,500
Median salary % change year-on-year -7.00% -13.04% +27.78%
10th Percentile £26,250 £36,250 £56,250
90th Percentile £57,500 £52,500 £58,750
England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - -

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 Yorkshire with a requirement for software application skills.

All Software Application Skills
Yorkshire
Permanent vacancies with a requirement for software application skills 833 790 1179
As % of all permanent IT jobs advertised in Yorkshire 8.41% 7.05% 9.05%
Number of salaries quoted 705 664 931
Yorkshire median annual salary £34,000 £30,000 £30,750
Median salary % change year-on-year +13.33% -2.44% -5.38%
10th Percentile £19,000 £19,750 £19,500
90th Percentile £53,250 £47,500 £48,750
England median annual salary £37,500 £37,500 £37,500

SPSS
Job Vacancy Trend in Yorkshire

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

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +40 26 £55,000 +10.00% 1
South Yorkshire +27 10 £38,750 +3.33%
SPSS
England

For the 6 months to 22 November 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 32 (88.89%) SAS
2 28 (77.78%) SQL
3 27 (75.00%) Analytics
4 26 (72.22%) Analytical Skills
5 17 (47.22%) Data Modelling
6 16 (44.44%) Finance
7 15 (41.67%) Data Warehouse
8 14 (38.89%) MS Access
8 14 (38.89%) R
9 13 (36.11%) Data Visualisation
9 13 (36.11%) Degree
9 13 (36.11%) Visualisation
10 12 (33.33%) BusinessObjects
11 11 (30.56%) Data Mining
11 11 (30.56%) VBA
11 11 (30.56%) MATLAB
11 11 (30.56%) Data Analysis
12 10 (27.78%) Statistics
13 9 (25.00%) Stakeholder Engagement
13 9 (25.00%) Multivariate Analysis
13 9 (25.00%) Pricing Strategy
14 8 (22.22%) Relational Database
14 8 (22.22%) Mathematics
14 8 (22.22%) OpenUP
14 8 (22.22%) Agile Software Development
15 7 (19.44%) Marketing
15 7 (19.44%) Computer Science
15 7 (19.44%) Credit Risk
15 7 (19.44%) BusinessObjects Web Intelligence
15 7 (19.44%) Oracle

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 32 (88.89%) SAS
Applications
1 3 (8.33%) Microsoft Excel
Business Applications
1 3 (8.33%) FastStats
Cloud Services
1 3 (8.33%) Fastly
2 1 (2.78%) Cortana Intelligence Suite
Database & Business Intelligence
1 15 (41.67%) Data Warehouse
2 14 (38.89%) MS Access
3 12 (33.33%) BusinessObjects
4 11 (30.56%) Data Mining
5 8 (22.22%) Relational Database
6 7 (19.44%) BusinessObjects Web Intelligence
6 7 (19.44%) Lumira
6 7 (19.44%) Oracle Discoverer
6 7 (19.44%) Star Schema
7 3 (8.33%) Big Data
7 3 (8.33%) SQL Server
8 1 (2.78%) GIS
8 1 (2.78%) Hadoop
Development Applications
1 7 (19.44%) Toad
General
1 16 (44.44%) Finance
2 7 (19.44%) Marketing
3 5 (13.89%) Retail
4 2 (5.56%) Telecoms
Job Titles
1 14 (38.89%) Analyst
2 13 (36.11%) Data Scientist
3 7 (19.44%) Business Intelligence Analyst
4 3 (8.33%) Commercial Analyst
4 3 (8.33%) Data Analyst
5 2 (5.56%) Consultant
6 1 (2.78%) Analytics Consultant
6 1 (2.78%) Data Consultant
6 1 (2.78%) Data Manager
6 1 (2.78%) Financial Analyst
6 1 (2.78%) Insight Analyst
6 1 (2.78%) Insight Manager
6 1 (2.78%) Junior
6 1 (2.78%) Junior Data Scientist
6 1 (2.78%) Senior Analyst
6 1 (2.78%) Senior Consultant
6 1 (2.78%) Senior Data Analyst
6 1 (2.78%) Service Analyst
6 1 (2.78%) Statistical Modeller
Miscellaneous
1 26 (72.22%) Analytical Skills
2 7 (19.44%) Computer Science
2 7 (19.44%) Credit Risk
3 1 (2.78%) Algorithms
Operating Systems
1 1 (2.78%) Linux
1 1 (2.78%) Unix
Processes & Methodologies
1 27 (75.00%) Analytics
2 17 (47.22%) Data Modelling
3 13 (36.11%) Data Visualisation
3 13 (36.11%) Visualisation
4 11 (30.56%) Data Analysis
5 10 (27.78%) Statistics
6 9 (25.00%) Multivariate Analysis
6 9 (25.00%) Pricing Strategy
6 9 (25.00%) Stakeholder Engagement
7 8 (22.22%) Agile Software Development
7 8 (22.22%) Mathematics
7 8 (22.22%) OpenUP
8 7 (19.44%) Business Intelligence
8 7 (19.44%) Kimball Methodology
9 6 (16.67%) Coaching
9 6 (16.67%) Economics
9 6 (16.67%) High Availability
9 6 (16.67%) Marketing Analytics
9 6 (16.67%) Time Management
10 5 (13.89%) Machine Learning
Programming Languages
1 28 (77.78%) SQL
2 14 (38.89%) R
3 11 (30.56%) MATLAB
3 11 (30.56%) VBA
4 3 (8.33%) Python
Qualifications
1 13 (36.11%) Degree
2 6 (16.67%) Postgraduate
3 3 (8.33%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.78%) QA
Vendors
1 7 (19.44%) Alteryx
1 7 (19.44%) Oracle
1 7 (19.44%) Tableau
2 2 (5.56%) Google
2 2 (5.56%) Microsoft
2 2 (5.56%) Twitter
3 1 (2.78%) Capita
3 1 (2.78%) IBM