The table below looks at the statistics for SPSS skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 182 - 195
Rank change year-on-year
- 0
Permanent jobs citing SPSS 9 0 7
As % of all permanent IT jobs located in Manchester 0.24% - 0.17%
As % of the Applications category 2.03% - 1.06%
Number of salaries quoted 9 0 7
Median salary £50,000 - £40,000
90% offered a salary of more than £36,300 - £29,500
10% offered a salary of more than £67,500 - £55,000
UK excluding London median salary £42,500 £48,000 £43,750
% change year-on-year
-11.45% +9.71%
SPSS
North West

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

Applications Category
Manchester
Permanent IT job ads with a match in the
Applications category
443 428 660
As % of all permanent IT jobs located in Manchester 11.80% 11.96% 15.76%
Number of salaries quoted 403 346 560
Median salary £37,500 £37,500 £32,500
Median salary % change year-on-year
- +15.38%
90% offered a salary of more than £23,000 £22,000 £20,000
10% offered a salary of more than £51,000 £45,000 £55,000
UK excluding London median salary £35,500 £35,000 £34,500
% change year-on-year
+1.42% +1.44%

SPSS
Jobs Demand Trend in Manchester

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

SPSS Jobs Demand Trend in Manchester

SPSS
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS across the Manchester region.

SPSS Salary Trend in Manchester

SPSS
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing SPSS across the Manchester region over the 3 months to 7 December 2016.

SPSS Salary Histogram in Manchester

SPSS
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Manchester region over the 3 months to 7 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
Oldham - 2 £38,500 -
SPSS
North West

SPSS
Top 30 Related IT Skills in Manchester

For the 6 months to 7 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 Manchester region with a requirement for SPSS.

1 22 (81.48%) Analytics
2 18 (66.67%) SAS
3 17 (62.96%) Python
4 15 (55.56%) Big Data
5 14 (51.85%) SQL
5 14 (51.85%) Statistics
6 13 (48.15%) R
7 12 (44.44%) Data Modelling
8 11 (40.74%) Business Intelligence
8 11 (40.74%) Data Analysis
9 10 (37.04%) Hadoop
9 10 (37.04%) Data Analytics
9 10 (37.04%) Machine Learning
10 9 (33.33%) SQL Server
11 8 (29.63%) Stata
12 7 (25.93%) MATLAB
12 7 (25.93%) PhD
13 6 (22.22%) RDBMS
13 6 (22.22%) Oracle
13 6 (22.22%) Banking
13 6 (22.22%) Retail
13 6 (22.22%) Business Development
13 6 (22.22%) Computer Science
13 6 (22.22%) Credit Risk
13 6 (22.22%) Relational Database
13 6 (22.22%) Analytical Skills
13 6 (22.22%) Apache Spark
14 5 (18.52%) Power BI
14 5 (18.52%) Business Analytics
14 5 (18.52%) Mentoring

SPSS
Top Related IT Skills in Manchester 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 18 (66.67%) SAS
2 6 (22.22%) Apache Spark
3 1 (3.70%) Apache Pig
Applications
1 8 (29.63%) Stata
2 5 (18.52%) MS Excel
3 2 (7.41%) S-PLUS
Cloud Services
1 1 (3.70%) Google Analytics
1 1 (3.70%) Responsys
Database & Business Intelligence
1 15 (55.56%) Big Data
2 10 (37.04%) Hadoop
3 9 (33.33%) SQL Server
4 6 (22.22%) RDBMS
4 6 (22.22%) Relational Database
5 5 (18.52%) Data Mining
5 5 (18.52%) Data Warehouse
5 5 (18.52%) Power BI
5 5 (18.52%) SQL Server Analysis Services
5 5 (18.52%) SQL Server Integration Services
6 4 (14.81%) Oracle Database
7 2 (7.41%) NoSQL
8 1 (3.70%) Apache Cassandra
8 1 (3.70%) Apache Hive
8 1 (3.70%) HBase
8 1 (3.70%) QlikView
8 1 (3.70%) SQL Server Reporting Services
General
1 6 (22.22%) Banking
1 6 (22.22%) Retail
2 3 (11.11%) Marketing
Job Titles
1 9 (33.33%) Data Scientist
2 6 (22.22%) Business Consultant
2 6 (22.22%) Business Intelligence Consultant
2 6 (22.22%) Consultant
3 5 (18.52%) Analytics Consultant
3 5 (18.52%) Data Analytics Consultant
3 5 (18.52%) Data Consultant
4 4 (14.81%) Analyst
4 4 (14.81%) Senior Data Scientist
5 3 (11.11%) Business Intelligence Analyst
5 3 (11.11%) Junior
5 3 (11.11%) Junior Data Scientist
5 3 (11.11%) Senior Analyst
5 3 (11.11%) Senior Business Intelligence Analyst
5 3 (11.11%) Statistician
6 2 (7.41%) Head of Analytics
7 1 (3.70%) Analytics Manager
7 1 (3.70%) Business Intelligence Lead
7 1 (3.70%) Digital Analytics Manager
7 1 (3.70%) Insight Manager
Libraries, Frameworks & Software Standards
1 2 (7.41%) Natural Language Processing
Miscellaneous
1 14 (51.85%) Statistics
2 6 (22.22%) Analytical Skills
2 6 (22.22%) Computer Science
2 6 (22.22%) Credit Risk
3 5 (18.52%) Mathematics
4 4 (14.81%) Physics
5 3 (11.11%) Social Media
6 2 (7.41%) Visualisation
7 1 (3.70%) Economics
Processes & Methodologies
1 22 (81.48%) Analytics
2 12 (44.44%) Data Modelling
3 11 (40.74%) Business Intelligence
3 11 (40.74%) Data Analysis
4 10 (37.04%) Data Analytics
4 10 (37.04%) Machine Learning
5 6 (22.22%) Business Development
6 5 (18.52%) Business Analytics
6 5 (18.52%) Mentoring
7 4 (14.81%) Continuous Improvement
7 4 (14.81%) ETL
7 4 (14.81%) Line Management
7 4 (14.81%) Predictive Analytics
8 3 (11.11%) Exploratory Data Analysis
8 3 (11.11%) Linear Regression
8 3 (11.11%) Logistic Regression
8 3 (11.11%) Predictive Modelling
8 3 (11.11%) Sentiment Analysis
8 3 (11.11%) Statistical Analysis
8 3 (11.11%) Validation
Programming Languages
1 17 (62.96%) Python
2 14 (51.85%) SQL
3 13 (48.15%) R
4 7 (25.93%) MATLAB
5 5 (18.52%) C
5 5 (18.52%) Java
5 5 (18.52%) Perl
5 5 (18.52%) Scala
Qualifications
1 7 (25.93%) PhD
2 4 (14.81%) Degree
Quality Assurance & Compliance
1 3 (11.11%) Data Quality
1 3 (11.11%) QA
Vendors
1 6 (22.22%) Oracle
2 5 (18.52%) Microsoft
3 1 (3.70%) Google
3 1 (3.70%) SAP
3 1 (3.70%) Splunk
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