Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 343 324 347
Rank change year-on-year -19 +23 -3
Permanent jobs citing SPSS 31 41 19
As % of all permanent IT jobs advertised in the North West 0.23% 0.33% 0.15%
As % of the Applications category 2.88% 3.91% 1.36%
Number of salaries quoted 26 41 4
North West median annual salary £45,000 £47,500 £30,000
Median salary % change year-on-year -5.26% +58.33% -26.38%
10th Percentile £30,625 £33,000 £21,075
90th Percentile £65,625 £62,500 £39,625
England median annual salary £45,000 £50,000 £50,000
% change year-on-year -10.00% - -

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 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 1078 1048 1393
As % of all permanent IT jobs advertised in the North West 8.14% 8.52% 10.69%
Number of salaries quoted 823 841 1087
North West median annual salary £32,500 £33,000 £32,500
Median salary % change year-on-year -1.52% +1.54% +1.56%
10th Percentile £20,000 £20,000 £20,000
90th Percentile £52,500 £52,500 £51,250
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 20 November 2017.

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 20 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
Manchester -14 21 £41,000 -18.00% 1
Lancashire +6 5 - -
Cheshire -34 5 £55,000 +61.76% 1
SPSS
England

For the 6 months to 20 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 North West region with a requirement for SPSS.

1 25 (80.65%) SAS
2 19 (61.29%) SQL
2 19 (61.29%) Analytics
3 17 (54.84%) R
4 13 (41.94%) Python
5 12 (38.71%) Analytical Skills
6 11 (35.48%) SQL Server
6 11 (35.48%) Business Intelligence
7 10 (32.26%) Data Warehouse
7 10 (32.26%) Data Modelling
7 10 (32.26%) Machine Learning
7 10 (32.26%) Data Analytics
8 9 (29.03%) Data Governance
8 9 (29.03%) Visualisation
8 9 (29.03%) SQL Server Analysis Services
9 8 (25.81%) Mathematics
9 8 (25.81%) Statistics
9 8 (25.81%) Finance
9 8 (25.81%) Data Visualisation
10 7 (22.58%) Actionable Insight
10 7 (22.58%) PhD
10 7 (22.58%) Microsoft
11 6 (19.35%) Banking
11 6 (19.35%) Big Data
12 5 (16.13%) Agile Software Development
12 5 (16.13%) Computer Science
12 5 (16.13%) Degree
12 5 (16.13%) MATLAB
12 5 (16.13%) Data Mining
13 4 (12.90%) IBM

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 25 (80.65%) SAS
2 3 (9.68%) Apache Pig
2 3 (9.68%) Apache Spark
Applications
1 3 (9.68%) S-PLUS
1 3 (9.68%) Stata
2 1 (3.23%) Microsoft Excel
2 1 (3.23%) Microsoft PowerPoint
Cloud Services
1 4 (12.90%) Cortana Intelligence Suite
Database & Business Intelligence
1 11 (35.48%) SQL Server
2 10 (32.26%) Data Warehouse
3 9 (29.03%) SQL Server Analysis Services
4 6 (19.35%) Big Data
5 5 (16.13%) Data Mining
6 3 (9.68%) Apache Cassandra
6 3 (9.68%) Apache Hive
6 3 (9.68%) BusinessObjects
6 3 (9.68%) Hadoop
6 3 (9.68%) HBase
6 3 (9.68%) Microsoft Analysis Services
6 3 (9.68%) MySQL
6 3 (9.68%) NoSQL
6 3 (9.68%) Oracle Database
6 3 (9.68%) Oracle Reports
6 3 (9.68%) Power BI
6 3 (9.68%) RDBMS
6 3 (9.68%) Relational Database
6 3 (9.68%) SQL Server Integration Services
6 3 (9.68%) SQL Server Reporting Services
Development Applications
1 3 (9.68%) Visual Studio
General
1 8 (25.81%) Finance
2 6 (19.35%) Banking
3 2 (6.45%) Marketing
3 2 (6.45%) Retail
4 1 (3.23%) Games
4 1 (3.23%) Legal
Job Titles
1 11 (35.48%) Analyst
2 7 (22.58%) Insight Analyst
3 6 (19.35%) Data Scientist
4 4 (12.90%) Analytics Manager
4 4 (12.90%) Data Modeller
5 3 (9.68%) Analytics Consultant
5 3 (9.68%) Business Intelligence Developer
5 3 (9.68%) Consultant
5 3 (9.68%) Data Analyst
5 3 (9.68%) Database Developer
5 3 (9.68%) Developer
5 3 (9.68%) SQL BI Developer
5 3 (9.68%) SQL Database Developer
5 3 (9.68%) SQL Developer
5 3 (9.68%) SQL Server BI Developer
5 3 (9.68%) SQL Server Developer
5 3 (9.68%) SSIS Developer
5 3 (9.68%) SSRS Developer
5 3 (9.68%) T-SQL Developer
6 2 (6.45%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (9.68%) Natural Language Processing
1 3 (9.68%) REST
Miscellaneous
1 12 (38.71%) Analytical Skills
2 5 (16.13%) Computer Science
3 1 (3.23%) PMI
Processes & Methodologies
1 19 (61.29%) Analytics
2 11 (35.48%) Business Intelligence
3 10 (32.26%) Data Analytics
3 10 (32.26%) Data Modelling
3 10 (32.26%) Machine Learning
4 9 (29.03%) Data Governance
4 9 (29.03%) Visualisation
5 8 (25.81%) Data Visualisation
5 8 (25.81%) Mathematics
5 8 (25.81%) Statistics
6 7 (22.58%) Actionable Insight
7 5 (16.13%) Agile Software Development
8 4 (12.90%) Data Analysis
8 4 (12.90%) Open Source
8 4 (12.90%) Statistical Modelling
9 3 (9.68%) Cluster Analysis
9 3 (9.68%) Continuous Improvement
9 3 (9.68%) Customer Analytics
9 3 (9.68%) ETL Development
9 3 (9.68%) Predictive Modelling
Programming Languages
1 19 (61.29%) SQL
2 17 (54.84%) R
3 13 (41.94%) Python
4 5 (16.13%) MATLAB
5 3 (9.68%) C#
5 3 (9.68%) T-SQL
6 1 (3.23%) C++
Qualifications
1 7 (22.58%) PhD
2 5 (16.13%) Degree
3 3 (9.68%) MCP
3 3 (9.68%) Microsoft Certification
4 1 (3.23%) PMI Certification
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
Systems Management
1 2 (6.45%) EMC NetWorker
Vendors
1 7 (22.58%) Microsoft
2 4 (12.90%) IBM
3 3 (9.68%) Oracle
3 3 (9.68%) Splunk
4 2 (6.45%) Tableau