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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

SPSS
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 253 227 240
Rank change year-on-year -26 +13  
Permanent jobs citing SPSS 19 9 18
As % of all permanent IT jobs advertised in the North West 0.28% 0.16% 0.28%
As % of the Applications category 3.65% 1.83% 2.45%
Number of salaries quoted 19 8 7
Median salary £39,500 £52,500 £44,000
Median salary % change year-on-year -24.76% +19.31%  
90% offered a salary of more than £27,500 £40,800 £25,800
10% offered a salary of more than £67,500 £77,000 £64,000
UK excluding London median salary £41,500 £50,000 £44,500
% change year-on-year -17.00% +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 the North West with a requirement for software application skills.

Software Application Skills
North West
Permanent job vacancies with a requirement for software application skills 520 493 735
As % of all permanent IT job vacancies advertised in the North West 7.56% 8.90% 11.50%
Number of salaries quoted 404 411 538
Median salary £32,500 £32,500 £32,500
90% offered a salary of more than £22,000 £22,000 £21,500
10% offered a salary of more than £50,000 £47,500 £50,000
UK excluding London median salary £34,500 £33,000 £34,000
% change year-on-year +4.54% -2.94%  

SPSS
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 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 3 months to 26 June 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 3 months to 26 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
Manchester -26 17 £39,500 -24.76% 1
Cheshire - 2 £40,000 -
SPSS
England

For the 6 months to 26 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 North West region with a requirement for SPSS.

1 25 (80.65%) Analytics
2 23 (74.19%) SAS
3 20 (64.52%) SQL
4 18 (58.06%) R
4 18 (58.06%) Analytical Skills
5 16 (51.61%) Python
6 14 (45.16%) Business Intelligence
7 11 (35.48%) Data Analytics
8 10 (32.26%) Big Data
8 10 (32.26%) Machine Learning
9 9 (29.03%) Statistical Analysis
9 9 (29.03%) Marketing
9 9 (29.03%) Data Mining
10 8 (25.81%) Microsoft Excel
10 8 (25.81%) Open Source
10 8 (25.81%) Actionable Insight
11 7 (22.58%) Microsoft
11 7 (22.58%) Statistics
11 7 (22.58%) Data Analysis
12 6 (19.35%) SQL Server
12 6 (19.35%) Data Warehouse
12 6 (19.35%) Mathematics
12 6 (19.35%) Data Governance
13 5 (16.13%) MATLAB
13 5 (16.13%) Project Management
13 5 (16.13%) Finance
13 5 (16.13%) Stakeholder Management
13 5 (16.13%) Computer Science
14 4 (12.90%) Predictive Analytics
14 4 (12.90%) Retail

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 23 (74.19%) SAS
2 3 (9.68%) Apache Pig
2 3 (9.68%) Apache Spark
Applications
1 8 (25.81%) Microsoft Excel
2 3 (9.68%) Microsoft PowerPoint
2 3 (9.68%) S-PLUS
2 3 (9.68%) Stata
Business Applications
1 3 (9.68%) Dynamics CRM
1 3 (9.68%) FastStats
Cloud Services
1 4 (12.90%) Cortana Intelligence Suite
Database & Business Intelligence
1 10 (32.26%) Big Data
2 9 (29.03%) Data Mining
3 6 (19.35%) Data Warehouse
3 6 (19.35%) SQL Server
4 4 (12.90%) Apache Cassandra
4 4 (12.90%) Hadoop
4 4 (12.90%) Relational Database
4 4 (12.90%) SAS EBI
5 3 (9.68%) Apache Hive
5 3 (9.68%) HBase
5 3 (9.68%) NoSQL
5 3 (9.68%) Power BI
5 3 (9.68%) RDBMS
5 3 (9.68%) SQL Server Analysis Services
6 1 (3.23%) BusinessObjects
6 1 (3.23%) Data Lake
6 1 (3.23%) MySQL
6 1 (3.23%) QlikView
6 1 (3.23%) Spotfire
General
1 9 (29.03%) Marketing
2 5 (16.13%) Finance
3 4 (12.90%) Retail
4 2 (6.45%) Banking
5 1 (3.23%) Games
Job Titles
1 16 (51.61%) Analyst
2 10 (32.26%) Data Analyst
3 8 (25.81%) Insight Analyst
4 7 (22.58%) Data Scientist
5 5 (16.13%) Consultant
5 5 (16.13%) Data Insight Analyst
5 5 (16.13%) Insight Data Analyst
6 4 (12.90%) Analytics Consultant
7 3 (9.68%) Data Analytics Scientist
7 3 (9.68%) Data Manager
7 3 (9.68%) SQL Analyst
7 3 (9.68%) SQL Data Analyst
8 2 (6.45%) Data Analytics Consultant
8 2 (6.45%) Data Consultant
8 2 (6.45%) Senior Data Scientist
9 1 (3.23%) Data Programmer
9 1 (3.23%) Data Quality Manager
9 1 (3.23%) Insight Consultant
9 1 (3.23%) Microsoft BI Consultant
9 1 (3.23%) Senior Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 3 (9.68%) Natural Language Processing
2 1 (3.23%) AngularJS
2 1 (3.23%) CSS
2 1 (3.23%) D3.js
2 1 (3.23%) HTML
2 1 (3.23%) XML
Miscellaneous
1 18 (58.06%) Analytical Skills
2 5 (16.13%) Computer Science
3 2 (6.45%) Algorithms
4 1 (3.23%) Credit Risk
4 1 (3.23%) Management Information System
Processes & Methodologies
1 25 (80.65%) Analytics
2 14 (45.16%) Business Intelligence
3 11 (35.48%) Data Analytics
4 10 (32.26%) Machine Learning
5 9 (29.03%) Statistical Analysis
6 8 (25.81%) Actionable Insight
6 8 (25.81%) Open Source
7 7 (22.58%) Data Analysis
7 7 (22.58%) Statistics
8 6 (19.35%) Data Governance
8 6 (19.35%) Mathematics
9 5 (16.13%) Project Management
9 5 (16.13%) Stakeholder Management
10 4 (12.90%) Customer Analytics
10 4 (12.90%) Data Management
10 4 (12.90%) Data Modelling
10 4 (12.90%) Data Strategy
10 4 (12.90%) Predictive Analytics
10 4 (12.90%) Predictive Modelling
10 4 (12.90%) Visualisation
Programming Languages
1 20 (64.52%) SQL
2 18 (58.06%) R
3 16 (51.61%) Python
4 5 (16.13%) MATLAB
5 2 (6.45%) JavaScript
6 1 (3.23%) PL/SQL
6 1 (3.23%) VBA
Qualifications
1 4 (12.90%) PhD
2 1 (3.23%) Degree
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
Vendors
1 7 (22.58%) Microsoft
2 4 (12.90%) IBM
2 4 (12.90%) Tableau
3 3 (9.68%) Salesforce.com
3 3 (9.68%) Splunk
4 1 (3.23%) Askia
4 1 (3.23%) Confirmit
4 1 (3.23%) Nebu
Greater Manchester
Computer Futures
Salary: £60000 - £70000 per annum + competitive
Posted: 13 days ago