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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
SPSS
England / North West
Rank 251 221 257
Rank change year-on-year
-30 +36
Permanent jobs citing SPSS 9 15 6
As % of all permanent IT jobs located in the North West 0.15% 0.26% 0.087%
As % of the Applications category 1.15% 1.80% 0.55%
Number of salaries quoted 7 15 5
Median salary £35,000 £75,000 £40,000
Median salary % change year-on-year
-53.33% +87.50%
90% offered a salary of more than £34,600 £30,223 £21,400
10% offered a salary of more than £61,000 £94,000 £48,000
UK excluding London median salary £38,250 £47,500 £45,000
% change year-on-year
-19.47% +5.55%

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
783 835 1098
As % of all permanent IT jobs located in the North West 13.10% 14.72% 15.95%
Number of salaries quoted 661 687 939
Median salary £32,500 £35,000 £32,500
Median salary % change year-on-year
-7.14% +7.69%
90% offered a salary of more than £22,000 £22,500 £20,000
10% offered a salary of more than £52,500 £45,000 £55,000
UK excluding London median salary £35,000 £35,000 £35,000

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 22 February 2017.

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 22 February 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
Cheshire +4 4 £35,000 -58.82% 2
Manchester -17 3 £52,500 +40.00% 1
SPSS
England

SPSS
Top 30 Related IT Skills in the North West

For the 6 months to 22 February 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 28 (82.35%) Python
1 28 (82.35%) Analytics
2 27 (79.41%) SAS
3 22 (64.71%) Statistics
3 22 (64.71%) Machine Learning
3 22 (64.71%) R
4 20 (58.82%) Analytical Skills
5 19 (55.88%) SQL
6 17 (50.00%) Mathematics
6 17 (50.00%) Big Data
7 15 (44.12%) Computer Science
8 14 (41.18%) Data Analysis
8 14 (41.18%) Business Intelligence
8 14 (41.18%) MATLAB
9 13 (38.24%) Stata
9 13 (38.24%) Bayesian Methods
10 11 (32.35%) Data Quality
11 10 (29.41%) Marketing
11 10 (29.41%) Degree
12 9 (26.47%) Economics
12 9 (26.47%) Statistical Analysis
12 9 (26.47%) Validation
12 9 (26.47%) VBA
12 9 (26.47%) Hadoop
13 8 (23.53%) Monte Carlo Method
13 8 (23.53%) PhD
14 7 (20.59%) SQL Server
14 7 (20.59%) Credit Risk
14 7 (20.59%) Data Analytics
15 6 (17.65%) Hidden Markov Model

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 27 (79.41%) SAS
2 6 (17.65%) Apache Spark
3 2 (5.88%) Apache Pig
Applications
1 13 (38.24%) Stata
2 6 (17.65%) MS Excel
3 2 (5.88%) S-PLUS
Business Applications
1 3 (8.82%) FastStats
2 2 (5.88%) Dynamics CRM
Cloud Services
1 1 (2.94%) Google Analytics
1 1 (2.94%) Responsys
Database & Business Intelligence
1 17 (50.00%) Big Data
2 9 (26.47%) Hadoop
3 7 (20.59%) SQL Server
4 6 (17.65%) Data Mining
5 5 (14.71%) Relational Database
6 4 (11.76%) Power BI
6 4 (11.76%) RDBMS
7 3 (8.82%) Apache Cassandra
7 3 (8.82%) Data Warehouse
8 2 (5.88%) Apache Hive
8 2 (5.88%) HBase
8 2 (5.88%) NoSQL
8 2 (5.88%) Oracle Database
8 2 (5.88%) SAS EBI
8 2 (5.88%) SQL Server Analysis Services
8 2 (5.88%) SQL Server Integration Services
9 1 (2.94%) BusinessObjects
9 1 (2.94%) Data Lake
9 1 (2.94%) MS Access
9 1 (2.94%) QlikView
General
1 10 (29.41%) Marketing
2 3 (8.82%) Banking
2 3 (8.82%) Retail
Job Titles
1 14 (41.18%) Data Scientist
2 7 (20.59%) Analyst
3 5 (14.71%) Senior Data Scientist
4 3 (8.82%) Business Intelligence Consultant
4 3 (8.82%) Consultant
4 3 (8.82%) Data Manager
4 3 (8.82%) Junior
4 3 (8.82%) Junior Data Scientist
4 3 (8.82%) Senior Analyst
4 3 (8.82%) Senior Statistician
4 3 (8.82%) Statistical Analyst
4 3 (8.82%) Statistician
5 2 (5.88%) Analytics Consultant
5 2 (5.88%) Business Consultant
5 2 (5.88%) Business Intelligence Analyst
5 2 (5.88%) Data Analytics Consultant
5 2 (5.88%) Data Consultant
5 2 (5.88%) Senior Business Intelligence Analyst
6 1 (2.94%) Analytics Manager
6 1 (2.94%) Head of Data Analytics
Libraries, Frameworks & Software Standards
1 2 (5.88%) Natural Language Processing
2 1 (2.94%) AngularJS
2 1 (2.94%) D3.js
2 1 (2.94%) XML
Miscellaneous
1 20 (58.82%) Analytical Skills
2 15 (44.12%) Computer Science
3 7 (20.59%) Credit Risk
4 6 (17.65%) Algorithms
5 3 (8.82%) Social Media
6 1 (2.94%) Digital Media
6 1 (2.94%) Management Information System
Processes & Methodologies
1 28 (82.35%) Analytics
2 22 (64.71%) Machine Learning
2 22 (64.71%) Statistics
3 17 (50.00%) Mathematics
4 14 (41.18%) Business Intelligence
4 14 (41.18%) Data Analysis
5 13 (38.24%) Bayesian Methods
6 9 (26.47%) Economics
6 9 (26.47%) Statistical Analysis
6 9 (26.47%) Validation
7 8 (23.53%) Monte Carlo Method
8 7 (20.59%) Data Analytics
9 6 (17.65%) Data Modelling
9 6 (17.65%) Data Validation
9 6 (17.65%) Hidden Markov Model
9 6 (17.65%) Neural Network
9 6 (17.65%) Structural Equation Modelling
9 6 (17.65%) Time Series Forecasting
10 5 (14.71%) Stakeholder Engagement
10 5 (14.71%) Web Analytics
Programming Languages
1 28 (82.35%) Python
2 22 (64.71%) R
3 19 (55.88%) SQL
4 14 (41.18%) MATLAB
5 9 (26.47%) VBA
6 4 (11.76%) C
6 4 (11.76%) Java
6 4 (11.76%) Perl
6 4 (11.76%) Scala
7 1 (2.94%) JavaScript
7 1 (2.94%) PL/SQL
Qualifications
1 10 (29.41%) Degree
2 8 (23.53%) PhD
Quality Assurance & Compliance
1 11 (32.35%) Data Quality
2 2 (5.88%) IFRS
2 2 (5.88%) IFRS 9
Vendors
1 5 (14.71%) Microsoft
2 3 (8.82%) Tableau
3 2 (5.88%) Oracle
3 2 (5.88%) Salesforce.com
3 2 (5.88%) Splunk
4 1 (2.94%) Google
4 1 (2.94%) IBM
4 1 (2.94%) Minitab
Chester, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: 4 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Chester
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 20 days ago