Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
North West > Manchester
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 280 253 258
Rank change year-on-year -27 +5 +14
Permanent jobs citing SPSS 21 28 13
As % of all permanent IT jobs advertised in Manchester 0.26% 0.37% 0.18%
As % of the Applications category 3.38% 5.00% 1.69%
Number of salaries quoted 21 28 2
Manchester median annual salary £41,000 £50,000 £38,750
Median salary % change year-on-year -18.00% +29.03% -10.40%
10th Percentile £30,000 £35,700 £36,625
90th Percentile £67,500 £66,250 £39,875
North West median annual salary £45,000 £47,500 £30,000
% change year-on-year -5.26% +58.33% -26.38%

SPSS is in the Software Applications category. The following 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.

All Software Application Skills
Manchester
Permanent vacancies with a requirement for software application skills 622 560 770
As % of all permanent IT jobs advertised in Manchester 7.78% 7.50% 10.39%
Number of salaries quoted 509 460 630
Manchester median annual salary £32,500 £35,000 £35,000
Median salary % change year-on-year -7.14% - +12.90%
10th Percentile £20,000 £21,250 £21,000
90th Percentile £54,000 £55,000 £55,000
North West median annual salary £32,500 £32,500 £32,500

SPSS
Job Vacancy Trend in Manchester

Job postings citing SPSS as a percentage of all IT jobs advertised in Manchester.

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 6 months to 21 November 2017.

Salary histogram for SPSS 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oldham +13 4 £37,000 -3.90%
SPSS
North West

For the 6 months to 21 November 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 15 (71.43%) SAS
1 15 (71.43%) Analytics
2 13 (61.90%) R
3 10 (47.62%) Machine Learning
3 10 (47.62%) Data Analytics
4 9 (42.86%) SQL
5 8 (38.10%) Python
6 7 (33.33%) Microsoft
7 6 (28.57%) Business Intelligence
7 6 (28.57%) Data Modelling
7 6 (28.57%) SQL Server
7 6 (28.57%) Big Data
7 6 (28.57%) Analytical Skills
8 5 (23.81%) Data Governance
8 5 (23.81%) Data Mining
8 5 (23.81%) Data Warehouse
8 5 (23.81%) MATLAB
9 4 (19.05%) IBM
9 4 (19.05%) Data Analysis
9 4 (19.05%) SQL Server Analysis Services
9 4 (19.05%) Visualisation
9 4 (19.05%) Open Source
9 4 (19.05%) Cortana Intelligence Suite
10 3 (14.29%) ETL Development
10 3 (14.29%) Power BI
10 3 (14.29%) SQL Server 2014
10 3 (14.29%) Hadoop
10 3 (14.29%) Continuous Improvement
10 3 (14.29%) Data Visualisation
10 3 (14.29%) REST

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 15 (71.43%) SAS
2 3 (14.29%) Apache Pig
2 3 (14.29%) Apache Spark
Applications
1 3 (14.29%) S-PLUS
1 3 (14.29%) Stata
2 1 (4.76%) Microsoft Excel
2 1 (4.76%) Microsoft PowerPoint
Cloud Services
1 4 (19.05%) Cortana Intelligence Suite
Database & Business Intelligence
1 6 (28.57%) Big Data
1 6 (28.57%) SQL Server
2 5 (23.81%) Data Mining
2 5 (23.81%) Data Warehouse
3 4 (19.05%) SQL Server Analysis Services
4 3 (14.29%) Apache Cassandra
4 3 (14.29%) Apache Hive
4 3 (14.29%) BusinessObjects
4 3 (14.29%) Hadoop
4 3 (14.29%) HBase
4 3 (14.29%) Microsoft Analysis Services
4 3 (14.29%) MySQL
4 3 (14.29%) NoSQL
4 3 (14.29%) Oracle Database
4 3 (14.29%) Oracle Reports
4 3 (14.29%) Power BI
4 3 (14.29%) RDBMS
4 3 (14.29%) Relational Database
4 3 (14.29%) SQL Server 2014
4 3 (14.29%) SQL Server Reporting Services
Development Applications
1 3 (14.29%) Visual Studio
General
1 2 (9.52%) Finance
1 2 (9.52%) Marketing
1 2 (9.52%) Retail
2 1 (4.76%) Banking
2 1 (4.76%) Games
2 1 (4.76%) Legal
Job Titles
1 6 (28.57%) Data Scientist
2 5 (23.81%) Analyst
3 4 (19.05%) Analytics Manager
4 3 (14.29%) Analytics Consultant
4 3 (14.29%) Business Intelligence Developer
4 3 (14.29%) Consultant
4 3 (14.29%) Database Developer
4 3 (14.29%) Developer
4 3 (14.29%) SQL BI Developer
4 3 (14.29%) SQL Database Developer
4 3 (14.29%) SQL Developer
4 3 (14.29%) SQL Server BI Developer
4 3 (14.29%) SQL Server Developer
4 3 (14.29%) SSIS Developer
4 3 (14.29%) SSRS Developer
4 3 (14.29%) T-SQL Developer
5 2 (9.52%) Business Developer
5 2 (9.52%) Data Analyst
5 2 (9.52%) Data Analytics Manager
5 2 (9.52%) Data Manager
Libraries, Frameworks & Software Standards
1 3 (14.29%) Natural Language Processing
1 3 (14.29%) REST
Miscellaneous
1 6 (28.57%) Analytical Skills
2 1 (4.76%) PMI
Processes & Methodologies
1 15 (71.43%) Analytics
2 10 (47.62%) Data Analytics
2 10 (47.62%) Machine Learning
3 6 (28.57%) Business Intelligence
3 6 (28.57%) Data Modelling
4 5 (23.81%) Data Governance
5 4 (19.05%) Data Analysis
5 4 (19.05%) Open Source
5 4 (19.05%) Visualisation
6 3 (14.29%) Cluster Analysis
6 3 (14.29%) Continuous Improvement
6 3 (14.29%) Customer Analytics
6 3 (14.29%) Data Visualisation
6 3 (14.29%) ETL
6 3 (14.29%) Mathematics
6 3 (14.29%) Neural Network
6 3 (14.29%) Predictive Modelling
6 3 (14.29%) Project Management
6 3 (14.29%) Statistical Analysis
6 3 (14.29%) Statistics
Programming Languages
1 13 (61.90%) R
2 9 (42.86%) SQL
3 8 (38.10%) Python
4 5 (23.81%) MATLAB
5 3 (14.29%) C#
5 3 (14.29%) T-SQL
6 1 (4.76%) C++
Qualifications
1 3 (14.29%) MCP
1 3 (14.29%) Microsoft Certification
2 2 (9.52%) PhD
3 1 (4.76%) PMI Certification
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
Systems Management
1 2 (9.52%) EMC NetWorker
Vendors
1 7 (33.33%) Microsoft
2 4 (19.05%) IBM
3 3 (14.29%) Oracle
3 3 (14.29%) Splunk
4 2 (9.52%) Tableau