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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
SPSS
Rank 230 243 236
Rank change year-on-year
+13 -7
Permanent jobs citing SPSS 30 12 25
As % of all permanent IT jobs located in the North West 0.47% 0.18% 0.34%
As % of the Applications category 3.74% 1.37% 2.21%
Number of salaries quoted 30 2 23
Median salary £45,000 £38,750 £35,000
Median salary % change year-on-year
+16.12% +10.71%
90% offered a salary of more than £34,000 £37,750 £22,100
10% offered a salary of more than £60,000 £39,750 £55,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
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
802 877 1131
As % of all permanent IT jobs located in the North West 12.61% 13.02% 15.48%
Number of salaries quoted 664 707 936
Median salary £36,500 £34,000 £32,500
Median salary % change year-on-year
+7.35% +4.61%
90% offered a salary of more than £22,500 £20,000 £20,000
10% offered a salary of more than £50,000 £48,050 £45,000
UK excluding London median salary £36,000 £35,000 £34,000
% change year-on-year
+2.85% +2.94%

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 28 September 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 28 September 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 +2 20 £50,000 +29.03% 4
Cheshire - 5 £34,000 -
Lancashire - 1 £59,500 -
SPSS
England

SPSS
Top 30 Related IT Skills in the North West

For the 6 months to 28 September 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 32 (82.05%) SAS
1 32 (82.05%) Analytics
2 20 (51.28%) Business Intelligence
2 20 (51.28%) Python
3 19 (48.72%) Analytical Skills
4 18 (46.15%) SQL
5 17 (43.59%) Statistics
6 16 (41.03%) Data Modelling
6 16 (41.03%) Big Data
7 14 (35.90%) R
7 14 (35.90%) Machine Learning
8 13 (33.33%) SQL Server
9 12 (30.77%) Stata
9 12 (30.77%) Degree
9 12 (30.77%) Credit Risk
10 11 (28.21%) Data Analysis
11 10 (25.64%) Computer Science
12 9 (23.08%) Banking
12 9 (23.08%) Retail
12 9 (23.08%) Data Analytics
13 8 (20.51%) Bayesian Methods
13 8 (20.51%) Business Development
13 8 (20.51%) Economics
13 8 (20.51%) Statistical Analysis
13 8 (20.51%) Oracle
14 7 (17.95%) Data Mining
14 7 (17.95%) Marketing
14 7 (17.95%) Mathematics
15 6 (15.38%) MATLAB
15 6 (15.38%) Validation

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 (82.05%) SAS
2 2 (5.13%) Apache Spark
Applications
1 12 (30.77%) Stata
2 5 (12.82%) MS Excel
3 1 (2.56%) S-PLUS
Communications & Networking
1 3 (7.69%) SMS
Database & Business Intelligence
1 16 (41.03%) Big Data
2 13 (33.33%) SQL Server
3 7 (17.95%) Data Mining
4 5 (12.82%) Data Warehouse
4 5 (12.82%) Hadoop
4 5 (12.82%) Power BI
4 5 (12.82%) SQL Server Analysis Services
4 5 (12.82%) SQL Server Integration Services
5 4 (10.26%) RDBMS
5 4 (10.26%) Relational Database
6 3 (7.69%) Oracle Database
7 1 (2.56%) MS Access
7 1 (2.56%) NoSQL
7 1 (2.56%) SQL Server Reporting Services
General
1 9 (23.08%) Banking
1 9 (23.08%) Retail
2 7 (17.95%) Marketing
3 1 (2.56%) Finance
Job Titles
1 9 (23.08%) Data Scientist
2 7 (17.95%) Analyst
3 6 (15.38%) Business Intelligence Consultant
3 6 (15.38%) Consultant
3 6 (15.38%) Data Manager
3 6 (15.38%) Statistician
4 5 (12.82%) Analytics Consultant
4 5 (12.82%) Business Consultant
4 5 (12.82%) Data Analytics Consultant
4 5 (12.82%) Data Consultant
5 4 (10.26%) Insight Manager
6 3 (7.69%) Business Intelligence Analyst
6 3 (7.69%) Junior
6 3 (7.69%) Junior Data Scientist
6 3 (7.69%) Senior Analyst
6 3 (7.69%) Senior Business Intelligence Analyst
6 3 (7.69%) Senior Statistician
7 2 (5.13%) DBA
7 2 (5.13%) Senior Manager
7 2 (5.13%) Senior SQL DBA
Libraries, Frameworks & Software Standards
1 1 (2.56%) Natural Language Processing
Miscellaneous
1 19 (48.72%) Analytical Skills
2 17 (43.59%) Statistics
3 12 (30.77%) Credit Risk
4 10 (25.64%) Computer Science
5 8 (20.51%) Economics
6 7 (17.95%) Mathematics
7 6 (15.38%) Visualisation
8 3 (7.69%) Algorithms
8 3 (7.69%) Data Structures
8 3 (7.69%) Neural Network
8 3 (7.69%) Social Media
9 2 (5.13%) Physics
Processes & Methodologies
1 32 (82.05%) Analytics
2 20 (51.28%) Business Intelligence
3 16 (41.03%) Data Modelling
4 14 (35.90%) Machine Learning
5 11 (28.21%) Data Analysis
6 9 (23.08%) Data Analytics
7 8 (20.51%) Bayesian Methods
7 8 (20.51%) Business Development
7 8 (20.51%) Statistical Analysis
8 6 (15.38%) Actionable Insight
8 6 (15.38%) Data Visualisation
8 6 (15.38%) Validation
9 5 (12.82%) Monte Carlo Method
10 4 (10.26%) Continuous Improvement
10 4 (10.26%) Line Management
10 4 (10.26%) Propensity Modelling
11 3 (7.69%) Customer Segmentation
11 3 (7.69%) Exploratory Data Analysis
11 3 (7.69%) Linear Regression
11 3 (7.69%) Sentiment Analysis
Programming Languages
1 20 (51.28%) Python
2 18 (46.15%) SQL
3 14 (35.90%) R
4 6 (15.38%) MATLAB
5 5 (12.82%) VBA
6 2 (5.13%) C
6 2 (5.13%) Java
6 2 (5.13%) Perl
6 2 (5.13%) Scala
Qualifications
1 12 (30.77%) Degree
2 3 (7.69%) PhD
Quality Assurance & Compliance
1 6 (15.38%) Data Quality
2 3 (7.69%) QA
Vendors
1 8 (20.51%) Oracle
2 6 (15.38%) SAP
3 5 (12.82%) Microsoft
4 1 (2.56%) IBM
4 1 (2.56%) Tableau
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