The table below looks at the statistics for SPSS skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 240 244 259
Rank change year-on-year
+4 +15
Permanent jobs citing SPSS 19 3 13
As % of all permanent IT jobs located in the North West 0.30% 0.049% 0.17%
As % of the Applications category 2.35% 0.40% 1.11%
Number of salaries quoted 19 3 13
Median salary £45,000 £22,500 £40,000
Median salary % change year-on-year
+100.00% -43.75%
90% offered a salary of more than £32,700 £22,100 £22,600
10% offered a salary of more than £63,500 £84,500 £49,000
UK excluding London median salary £45,000 £48,500 £43,750
% change year-on-year
-7.21% +10.85%
SPSS
England

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised in the North West region.

Applications Category
North West
Permanent IT job ads with a match in the
Applications category
809 744 1167
As % of all permanent IT jobs located in the North West 12.77% 12.22% 15.56%
Number of salaries quoted 694 602 988
Median salary £35,000 £35,000 £32,500
Median salary % change year-on-year
- +7.69%
90% offered a salary of more than £22,500 £21,550 £20,000
10% offered a salary of more than £51,000 £47,500 £50,000
UK excluding London median salary £36,000 £35,000 £34,250
% change year-on-year
+2.85% +2.18%

SPSS
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend 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 across the North West region.

SPSS Salary Trend in the North West

SPSS
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing SPSS across the North West region over the 3 months to 5 December 2016.

SPSS Salary Histogram 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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 - 10 £50,000 - 4
Cheshire +17 5 £34,000 +51.11% 2
Lancashire - 1 £59,500 -
SPSS
England

SPSS
Top 30 Related IT Skills in the North West

For the 6 months to 5 December 2016, 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 35 (83.33%) Analytics
2 32 (76.19%) SAS
3 30 (71.43%) Python
4 24 (57.14%) Statistics
5 22 (52.38%) Machine Learning
5 22 (52.38%) R
6 20 (47.62%) Analytical Skills
6 20 (47.62%) SQL
7 19 (45.24%) Big Data
8 18 (42.86%) Business Intelligence
9 16 (38.10%) Stata
9 16 (38.10%) Data Analysis
10 14 (33.33%) Degree
10 14 (33.33%) Mathematics
10 14 (33.33%) Computer Science
10 14 (33.33%) MATLAB
10 14 (33.33%) Data Modelling
11 12 (28.57%) Bayesian Methods
11 12 (28.57%) Statistical Analysis
12 10 (23.81%) Credit Risk
12 10 (23.81%) SQL Server
12 10 (23.81%) Data Analytics
12 10 (23.81%) Hadoop
13 9 (21.43%) Data Quality
13 9 (21.43%) VBA
13 9 (21.43%) Validation
13 9 (21.43%) Marketing
13 9 (21.43%) Economics
14 8 (19.05%) PhD
14 8 (19.05%) Monte Carlo Method

SPSS
Top Related 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 32 (76.19%) SAS
2 6 (14.29%) Apache Spark
3 1 (2.38%) Apache Pig
Applications
1 16 (38.10%) Stata
2 6 (14.29%) MS Excel
3 2 (4.76%) S-PLUS
Business Applications
1 1 (2.38%) FastStats
Cloud Services
1 1 (2.38%) Google Analytics
1 1 (2.38%) Responsys
Communications & Networking
1 1 (2.38%) SMS
Database & Business Intelligence
1 19 (45.24%) Big Data
2 10 (23.81%) Hadoop
2 10 (23.81%) SQL Server
3 6 (14.29%) RDBMS
3 6 (14.29%) Relational Database
4 5 (11.90%) Data Mining
4 5 (11.90%) Data Warehouse
4 5 (11.90%) Power BI
4 5 (11.90%) SQL Server Analysis Services
4 5 (11.90%) SQL Server Integration Services
5 4 (9.52%) Oracle Database
6 2 (4.76%) NoSQL
7 1 (2.38%) Apache Cassandra
7 1 (2.38%) Apache Hive
7 1 (2.38%) HBase
7 1 (2.38%) MS Access
7 1 (2.38%) QlikView
7 1 (2.38%) SQL Server Reporting Services
General
1 9 (21.43%) Marketing
2 6 (14.29%) Banking
2 6 (14.29%) Retail
Job Titles
1 13 (30.95%) Data Scientist
2 8 (19.05%) Analyst
3 6 (14.29%) Business Consultant
3 6 (14.29%) Business Intelligence Consultant
3 6 (14.29%) Consultant
3 6 (14.29%) Statistician
4 5 (11.90%) Analytics Consultant
4 5 (11.90%) Data Analytics Consultant
4 5 (11.90%) Data Consultant
4 5 (11.90%) Senior Data Scientist
5 4 (9.52%) Senior Analyst
6 3 (7.14%) Business Intelligence Analyst
6 3 (7.14%) Junior
6 3 (7.14%) Junior Data Scientist
6 3 (7.14%) Senior Business Intelligence Analyst
6 3 (7.14%) Senior Statistician
6 3 (7.14%) Statistical Analyst
7 2 (4.76%) Data Manager
7 2 (4.76%) Head of Analytics
7 2 (4.76%) Insight Manager
Libraries, Frameworks & Software Standards
1 2 (4.76%) Natural Language Processing
Miscellaneous
1 24 (57.14%) Statistics
2 20 (47.62%) Analytical Skills
3 14 (33.33%) Computer Science
3 14 (33.33%) Mathematics
4 10 (23.81%) Credit Risk
5 9 (21.43%) Economics
6 6 (14.29%) Neural Network
7 5 (11.90%) Physics
8 4 (9.52%) Algorithms
9 3 (7.14%) Social Media
9 3 (7.14%) Visualisation
10 1 (2.38%) Data Structures
10 1 (2.38%) Digital Media
Processes & Methodologies
1 35 (83.33%) Analytics
2 22 (52.38%) Machine Learning
3 18 (42.86%) Business Intelligence
4 16 (38.10%) Data Analysis
5 14 (33.33%) Data Modelling
6 12 (28.57%) Bayesian Methods
6 12 (28.57%) Statistical Analysis
7 10 (23.81%) Data Analytics
8 9 (21.43%) Validation
9 8 (19.05%) Monte Carlo Method
10 6 (14.29%) Business Development
10 6 (14.29%) Data Validation
10 6 (14.29%) Hidden Markov Model
10 6 (14.29%) Structural Equation Modelling
10 6 (14.29%) Time Series Forecasting
11 5 (11.90%) Business Analytics
11 5 (11.90%) Mentoring
12 4 (9.52%) Continuous Improvement
12 4 (9.52%) Predictive Modelling
12 4 (9.52%) Stakeholder Engagement
Programming Languages
1 30 (71.43%) Python
2 22 (52.38%) R
3 20 (47.62%) SQL
4 14 (33.33%) MATLAB
5 9 (21.43%) VBA
6 5 (11.90%) C
6 5 (11.90%) Java
6 5 (11.90%) Perl
6 5 (11.90%) Scala
Qualifications
1 14 (33.33%) Degree
2 8 (19.05%) PhD
Quality Assurance & Compliance
1 9 (21.43%) Data Quality
2 3 (7.14%) QA
Vendors
1 6 (14.29%) Oracle
2 5 (11.90%) Microsoft
3 2 (4.76%) SAP
4 1 (2.38%) Google
4 1 (2.38%) IBM
4 1 (2.38%) Minitab
4 1 (2.38%) Splunk
4 1 (2.38%) Tableau
Manchester
Churchill Frank
Salary: £30000 - £36000 per annum + benefits package
Posted: 3 days ago
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
Oliver James Associates
Salary: £45000 - £61000 per annum
Posted: 3 days ago
Cheshire
Computer People
Salary: £32000.00 - £36000.00 per annum
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 5 days ago
Manchester
Computer Futures
Salary: £50000 - £80000 per annum + Strong
Posted: 14 days ago