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

3 months to
22 Jan 2017
Same period 2016 Same period 2015
SPSS
England / North West
Rank 239 231 247
Rank change year-on-year
-8 +16
Permanent jobs citing SPSS 10 8 8
As % of all permanent IT jobs located in the North West 0.17% 0.14% 0.12%
As % of the Applications category 1.29% 1.04% 0.74%
Number of salaries quoted 10 8 8
Median salary £50,000 £85,000 £40,000
Median salary % change year-on-year
-41.17% +112.50%
90% offered a salary of more than £33,350 £27,756 £23,200
10% offered a salary of more than £63,250 £100,000 £56,000
UK excluding London median salary £40,000 £47,500 £45,000
% change year-on-year
-15.78% +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
773 768 1088
As % of all permanent IT jobs located in the North West 13.19% 13.74% 15.93%
Number of salaries quoted 657 642 949
Median salary £32,500 £35,000 £32,000
Median salary % change year-on-year
-7.14% +9.37%
90% offered a salary of more than £22,000 £22,000 £20,000
10% offered a salary of more than £51,000 £45,000 £55,000
UK excluding London median salary £35,000 £35,000 £34,500
% change year-on-year
- +1.44%

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 January 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 January 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 - 4 £57,500 - 4
Cheshire +11 3 £34,000 -60.00%
SPSS
England

SPSS
Top 30 Related IT Skills in the North West

For the 6 months to 22 January 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 33 (84.62%) Python
2 32 (82.05%) SAS
2 32 (82.05%) Analytics
3 24 (61.54%) Machine Learning
4 22 (56.41%) Big Data
4 22 (56.41%) Statistics
5 21 (53.85%) R
6 20 (51.28%) Analytical Skills
6 20 (51.28%) SQL
7 18 (46.15%) Business Intelligence
8 16 (41.03%) MATLAB
9 15 (38.46%) Data Analysis
10 14 (35.90%) Mathematics
10 14 (35.90%) Computer Science
10 14 (35.90%) Stata
11 13 (33.33%) Bayesian Methods
12 12 (30.77%) Hadoop
13 11 (28.21%) Credit Risk
13 11 (28.21%) Data Analytics
14 10 (25.64%) Marketing
14 10 (25.64%) Degree
14 10 (25.64%) SQL Server
14 10 (25.64%) PhD
15 9 (23.08%) VBA
15 9 (23.08%) Data Modelling
15 9 (23.08%) Validation
15 9 (23.08%) Statistical Analysis
15 9 (23.08%) Data Quality
16 8 (20.51%) Economics
16 8 (20.51%) 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 (82.05%) SAS
2 7 (17.95%) Apache Spark
3 2 (5.13%) Apache Pig
Applications
1 14 (35.90%) Stata
2 6 (15.38%) MS Excel
3 3 (7.69%) S-PLUS
Business Applications
1 1 (2.56%) FastStats
Cloud Services
1 1 (2.56%) Google Analytics
1 1 (2.56%) Responsys
Database & Business Intelligence
1 22 (56.41%) Big Data
2 12 (30.77%) Hadoop
3 10 (25.64%) SQL Server
4 7 (17.95%) RDBMS
4 7 (17.95%) Relational Database
5 6 (15.38%) Data Mining
6 5 (12.82%) Data Warehouse
6 5 (12.82%) Power BI
6 5 (12.82%) SQL Server Analysis Services
6 5 (12.82%) SQL Server Integration Services
7 4 (10.26%) Oracle Database
8 3 (7.69%) Apache Cassandra
8 3 (7.69%) NoSQL
9 2 (5.13%) Apache Hive
9 2 (5.13%) HBase
10 1 (2.56%) Data Lake
10 1 (2.56%) MS Access
10 1 (2.56%) QlikView
10 1 (2.56%) SQL Server Reporting Services
General
1 10 (25.64%) Marketing
2 7 (17.95%) Retail
3 6 (15.38%) Banking
Job Titles
1 16 (41.03%) Data Scientist
2 7 (17.95%) Analyst
3 6 (15.38%) Business Consultant
3 6 (15.38%) Business Intelligence Consultant
3 6 (15.38%) Consultant
3 6 (15.38%) Senior Data Scientist
4 5 (12.82%) Analytics Consultant
4 5 (12.82%) Data Analytics Consultant
4 5 (12.82%) Data Consultant
5 4 (10.26%) Senior Analyst
6 3 (7.69%) Business Intelligence Analyst
6 3 (7.69%) Junior
6 3 (7.69%) Junior Data Scientist
6 3 (7.69%) Senior Business Intelligence Analyst
6 3 (7.69%) Senior Statistician
6 3 (7.69%) Statistical Analyst
6 3 (7.69%) Statistician
7 2 (5.13%) Head of Analytics
8 1 (2.56%) Analytics Manager
8 1 (2.56%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 3 (7.69%) Natural Language Processing
Miscellaneous
1 22 (56.41%) Statistics
2 20 (51.28%) Analytical Skills
3 14 (35.90%) Computer Science
3 14 (35.90%) Mathematics
4 11 (28.21%) Credit Risk
5 8 (20.51%) Economics
6 6 (15.38%) Algorithms
6 6 (15.38%) Neural Network
7 5 (12.82%) Physics
8 4 (10.26%) Visualisation
9 3 (7.69%) Social Media
10 1 (2.56%) Digital Media
Processes & Methodologies
1 32 (82.05%) Analytics
2 24 (61.54%) Machine Learning
3 18 (46.15%) Business Intelligence
4 15 (38.46%) Data Analysis
5 13 (33.33%) Bayesian Methods
6 11 (28.21%) Data Analytics
7 9 (23.08%) Data Modelling
7 9 (23.08%) Statistical Analysis
7 9 (23.08%) Validation
8 8 (20.51%) Monte Carlo Method
9 6 (15.38%) Business Development
9 6 (15.38%) Data Validation
9 6 (15.38%) Hidden Markov Model
9 6 (15.38%) Structural Equation Modelling
9 6 (15.38%) Time Series Forecasting
10 5 (12.82%) Business Analytics
10 5 (12.82%) Customer Segmentation
10 5 (12.82%) Mentoring
10 5 (12.82%) Stakeholder Engagement
10 5 (12.82%) Web Analytics
Programming Languages
1 33 (84.62%) Python
2 21 (53.85%) R
3 20 (51.28%) SQL
4 16 (41.03%) MATLAB
5 9 (23.08%) VBA
6 5 (12.82%) C
6 5 (12.82%) Java
6 5 (12.82%) Perl
6 5 (12.82%) Scala
Qualifications
1 10 (25.64%) Degree
1 10 (25.64%) PhD
Quality Assurance & Compliance
1 9 (23.08%) Data Quality
Vendors
1 6 (15.38%) Oracle
2 5 (12.82%) Microsoft
3 2 (5.13%) Splunk
4 1 (2.56%) Google
4 1 (2.56%) IBM
4 1 (2.56%) Minitab
4 1 (2.56%) Tableau
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