The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

SPSS
North West / Manchester
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 198 181 187
Rank change year-on-year -17 +6  
Permanent jobs citing SPSS 7 1 6
As % of all permanent IT jobs advertised in Manchester 0.18% 0.029% 0.16%
As % of the Applications category 1.40% 0.22% 1.06%
Number of salaries quoted 6 1 6
Median salary £36,250 £37,500 £29,750
Median salary % change year-on-year -3.33% +26.05%  
90% offered a salary of more than £27,500 £37,500 £28,000
10% offered a salary of more than £57,500 £37,500 £47,500
UK excluding London median salary £40,000 £42,500 £45,000
% change year-on-year -5.88% -5.55%  

SPSS is in the software application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for software application skills.

Software Application Skills
Manchester
Permanent job vacancies with a requirement for software application skills 500 447 567
As % of all permanent IT job vacancies advertised in Manchester 12.77% 13.12% 14.96%
Number of salaries quoted 446 361 477
Median salary £35,000 £36,000 £32,500
Median salary % change year-on-year -2.77% +10.76%  
90% offered a salary of more than £23,000 £22,500 £21,500
10% offered a salary of more than £55,000 £45,000 £60,000
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

Job vacancy trend for SPSS in Manchester

SPSS
Salary Trend in Manchester

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

Salary trend for SPSS in Manchester

SPSS
Salary Histogram in Manchester

The salary distribution of IT jobs citing SPSS in Manchester over the 3 months to 28 March 2017.

Salary histogram for SPSS in Manchester

For the 6 months to 28 March 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 Manchester region with a requirement for SPSS.

1 14 (100.00%) Analytics
2 11 (78.57%) Python
3 10 (71.43%) SQL
3 10 (71.43%) R
4 9 (64.29%) Hadoop
4 9 (64.29%) Mathematics
4 9 (64.29%) Big Data
4 9 (64.29%) Data Analytics
5 8 (57.14%) Statistics
5 8 (57.14%) SAS
5 8 (57.14%) MATLAB
6 7 (50.00%) PhD
6 7 (50.00%) Machine Learning
6 7 (50.00%) Apache Spark
7 6 (42.86%) Analytical Skills
8 5 (35.71%) Relational Database
8 5 (35.71%) Data Mining
8 5 (35.71%) RDBMS
8 5 (35.71%) SQL Server
8 5 (35.71%) Marketing
8 5 (35.71%) Computer Science
8 5 (35.71%) Apache Cassandra
9 4 (28.57%) NoSQL
9 4 (28.57%) Apache Hive
9 4 (28.57%) HBase
9 4 (28.57%) Natural Language Processing
9 4 (28.57%) Splunk
9 4 (28.57%) Cluster Analysis
9 4 (28.57%) Open Source
9 4 (28.57%) Data Analysis

SPSS
Co-occurring 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 8 (57.14%) SAS
2 7 (50.00%) Apache Spark
3 4 (28.57%) Apache Pig
Applications
1 4 (28.57%) S-PLUS
1 4 (28.57%) Stata
2 2 (14.29%) MS Excel
Cloud Services
1 1 (7.14%) Google Analytics
1 1 (7.14%) Responsys
Database & Business Intelligence
1 9 (64.29%) Big Data
1 9 (64.29%) Hadoop
2 5 (35.71%) Apache Cassandra
2 5 (35.71%) Data Mining
2 5 (35.71%) RDBMS
2 5 (35.71%) Relational Database
2 5 (35.71%) SQL Server
3 4 (28.57%) Apache Hive
3 4 (28.57%) HBase
3 4 (28.57%) NoSQL
4 2 (14.29%) QlikView
5 1 (7.14%) BusinessObjects
5 1 (7.14%) Data Lake
5 1 (7.14%) Oracle Database
5 1 (7.14%) Spotfire
General
1 5 (35.71%) Marketing
2 2 (14.29%) Banking
2 2 (14.29%) Retail
3 1 (7.14%) Finance
Job Titles
1 7 (50.00%) Data Scientist
2 3 (21.43%) Analyst
2 3 (21.43%) Data Analyst
2 3 (21.43%) Senior Data Scientist
3 2 (14.29%) Analytics Consultant
3 2 (14.29%) Consultant
3 2 (14.29%) Data Analytics Consultant
3 2 (14.29%) Data Consultant
3 2 (14.29%) Data Insight Analyst
3 2 (14.29%) Insight Analyst
3 2 (14.29%) Insight Data Analyst
4 1 (7.14%) Analytics Manager
4 1 (7.14%) Digital Analytics Manager
4 1 (7.14%) Digital Marketing Manager
4 1 (7.14%) Head of Analytics
4 1 (7.14%) Head of Data Analytics
4 1 (7.14%) Insight Consultant
4 1 (7.14%) Marketing Analytics Manager
4 1 (7.14%) SQL Analyst
4 1 (7.14%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (28.57%) Natural Language Processing
2 1 (7.14%) XML
Miscellaneous
1 6 (42.86%) Analytical Skills
2 5 (35.71%) Computer Science
3 1 (7.14%) Algorithms
3 1 (7.14%) Credit Risk
3 1 (7.14%) Management Information System
Processes & Methodologies
1 14 (100.00%) Analytics
2 9 (64.29%) Data Analytics
2 9 (64.29%) Mathematics
3 8 (57.14%) Statistics
4 7 (50.00%) Machine Learning
5 4 (28.57%) Cluster Analysis
5 4 (28.57%) Data Analysis
5 4 (28.57%) Mentoring
5 4 (28.57%) Open Source
6 3 (21.43%) Business Intelligence
6 3 (21.43%) Data Modelling
6 3 (21.43%) Predictive Analytics
7 2 (14.29%) Actionable Insight
7 2 (14.29%) Big Data Analytics
7 2 (14.29%) ETL
7 2 (14.29%) Marketing Analytics
7 2 (14.29%) Physics
7 2 (14.29%) Statistical Analysis
8 1 (7.14%) A/B Testing
8 1 (7.14%) Kalman Filter
Programming Languages
1 11 (78.57%) Python
2 10 (71.43%) R
2 10 (71.43%) SQL
3 8 (57.14%) MATLAB
4 3 (21.43%) C
4 3 (21.43%) Java
4 3 (21.43%) Perl
4 3 (21.43%) Scala
5 1 (7.14%) JavaScript
Qualifications
1 7 (50.00%) PhD
2 1 (7.14%) Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
1 1 (7.14%) IFRS
1 1 (7.14%) IFRS 9
Vendors
1 4 (28.57%) Splunk
2 1 (7.14%) Google
2 1 (7.14%) Oracle
2 1 (7.14%) Tableau
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 15 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 22 days ago