Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 21 April 2018 with a comparison to the same period in the previous 2 years.

SPSS
England > North West
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 360 345 312
Rank change year-on-year -15 -33 +49
Permanent jobs citing SPSS 10 21 24
As % of all permanent IT jobs advertised in the North West 0.077% 0.17% 0.21%
As % of the Applications category 1.01% 2.14% 2.13%
Number of salaries quoted 9 19 23
North West median annual salary £50,000 £35,000 £50,000
Median salary % change year-on-year +42.86% -30.00% +39.86%
10th Percentile £25,600 £26,250 £23,012
90th Percentile £60,350 £59,250 £92,500
England median annual salary £43,750 £46,000 £47,500
% change year-on-year -4.89% -3.16% -4.04%

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 the North West with a requirement for software application skills.

All Software Application Skills
North West
Permanent vacancies with a requirement for software application skills 995 981 1,128
As % of all permanent IT jobs advertised in the North West 7.68% 7.96% 9.95%
Number of salaries quoted 786 831 890
North West median annual salary £32,500 £32,000 £32,500
Median salary % change year-on-year +1.56% -1.54% +3.17%
10th Percentile £21,000 £20,750 £21,000
90th Percentile £53,125 £54,000 £55,000
England median annual salary £37,500 £37,500 £37,500

SPSS
Job Vacancy Trend in the North West

Job postings citing SPSS as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for SPSS in the North West

SPSS
Salary Trend in the North West

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

Salary trend for SPSS in the North West

SPSS
Salary Histogram in the North West

The salary distribution of IT jobs citing SPSS in the North West over the 6 months to 21 April 2018.

Salary histogram for SPSS in the North West

SPSS
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the North West region over the 6 months to 21 April 2018. 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
Cheshire -31 6 £41,500 +22.06%
Manchester -11 3 £50,000 +29.03% 2
SPSS
England

For the 6 months to 21 April 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 North West region with a requirement for SPSS.

1 8 (80.00%) SAS
1 8 (80.00%) R
2 6 (60.00%) Analytics
3 5 (50.00%) Data Modelling
3 5 (50.00%) SQL
3 5 (50.00%) Python
4 4 (40.00%) Microsoft
4 4 (40.00%) Statistical Modelling
5 3 (30.00%) Microsoft Excel
5 3 (30.00%) VBA
5 3 (30.00%) Data Governance
5 3 (30.00%) Machine Learning
5 3 (30.00%) Mathematics
5 3 (30.00%) Agile Software Development
5 3 (30.00%) Banking
5 3 (30.00%) Statistical Analysis
5 3 (30.00%) Statistics
6 2 (20.00%) MATLAB
6 2 (20.00%) Computer Science
6 2 (20.00%) Degree
6 2 (20.00%) Predictive Modelling
6 2 (20.00%) T-SQL
6 2 (20.00%) C++
6 2 (20.00%) SQL Server
6 2 (20.00%) Problem-Solving
6 2 (20.00%) Analytical Skills
7 1 (10.00%) People Management
7 1 (10.00%) RStudio
7 1 (10.00%) KNIME
7 1 (10.00%) ETL Development

SPSS
Co-occurring IT Skills in the North West 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 8 (80.00%) SAS
2 1 (10.00%) Skype for Business
Applications
1 3 (30.00%) Microsoft Excel
2 1 (10.00%) Microsoft Office
2 1 (10.00%) Microsoft PowerPoint
2 1 (10.00%) Stata
Business Applications
1 1 (10.00%) FastStats
Cloud Services
1 1 (10.00%) Cortana Intelligence Suite
Database & Business Intelligence
1 2 (20.00%) SQL Server
2 1 (10.00%) BusinessObjects
2 1 (10.00%) Data Warehouse
2 1 (10.00%) Geospatial Data
2 1 (10.00%) GIS
2 1 (10.00%) KNIME
2 1 (10.00%) Microsoft Analysis Services
2 1 (10.00%) MySQL
2 1 (10.00%) Oracle Database
2 1 (10.00%) Oracle Reports
2 1 (10.00%) Power BI
2 1 (10.00%) SQL Server 2014
2 1 (10.00%) SQL Server Analysis Services
2 1 (10.00%) SQL Server Integration Services
2 1 (10.00%) SQL Server Reporting Services
Development Applications
1 1 (10.00%) RStudio
1 1 (10.00%) Visual Studio
General
1 3 (30.00%) Banking
2 1 (10.00%) Finance
2 1 (10.00%) Legal
2 1 (10.00%) Marketing
2 1 (10.00%) Pharmaceutical
Job Titles
1 3 (30.00%) Data Modeller
2 2 (20.00%) Analyst
3 1 (10.00%) Analytics Manager
3 1 (10.00%) Business Developer
3 1 (10.00%) Business Intelligence Developer
3 1 (10.00%) Computer Engineer
3 1 (10.00%) Data Scientist
3 1 (10.00%) Database Developer
3 1 (10.00%) Insight Analyst
3 1 (10.00%) Machine Learning Engineer
3 1 (10.00%) SQL Analyst
3 1 (10.00%) SQL BI Developer
3 1 (10.00%) SQL Database Developer
3 1 (10.00%) SQL Developer
3 1 (10.00%) SQL Server BI Developer
3 1 (10.00%) SQL Server Developer
3 1 (10.00%) SSIS Developer
3 1 (10.00%) SSRS Developer
3 1 (10.00%) Statistical Analyst
3 1 (10.00%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) REST
Miscellaneous
1 2 (20.00%) Analytical Skills
1 2 (20.00%) Computer Science
Processes & Methodologies
1 6 (60.00%) Analytics
2 5 (50.00%) Data Modelling
3 4 (40.00%) Statistical Modelling
4 3 (30.00%) Agile Software Development
4 3 (30.00%) Data Governance
4 3 (30.00%) Machine Learning
4 3 (30.00%) Mathematics
4 3 (30.00%) Statistical Analysis
4 3 (30.00%) Statistics
5 2 (20.00%) Predictive Modelling
5 2 (20.00%) Problem-Solving
6 1 (10.00%) Continuous Improvement
6 1 (10.00%) Customer Analytics
6 1 (10.00%) Data Analytics
6 1 (10.00%) ETL Development
6 1 (10.00%) Exploratory Data Analysis
6 1 (10.00%) Financial Modelling
6 1 (10.00%) People Management
6 1 (10.00%) Random Forest
6 1 (10.00%) Regulatory Compliance
Programming Languages
1 8 (80.00%) R
2 5 (50.00%) Python
2 5 (50.00%) SQL
3 3 (30.00%) VBA
4 2 (20.00%) C++
4 2 (20.00%) MATLAB
4 2 (20.00%) T-SQL
5 1 (10.00%) C
5 1 (10.00%) C#
5 1 (10.00%) Java
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) MCP
2 1 (10.00%) Microsoft Certification
2 1 (10.00%) PhD
Systems Management
1 1 (10.00%) EMC NetWorker
Vendors
1 4 (40.00%) Microsoft
2 1 (10.00%) Capita
2 1 (10.00%) IBM
2 1 (10.00%) Minitab
2 1 (10.00%) Oracle
2 1 (10.00%) Sawtooth Software