Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Northamptonshire > Northampton
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 70 92 94
Rank change year-on-year +22 +2 +7
Permanent jobs citing Data Modelling 5 8 20
As % of all permanent IT jobs advertised in Northampton 0.72% 0.82% 1.42%
As % of the Processes & Methodologies category 0.79% 0.90% 1.57%
Number of salaries quoted 2 2 21
Northampton median annual salary £48,250 £68,750 £52,500
Median salary % change year-on-year -29.82% +30.95% +5.00%
10th Percentile £43,075 £58,375 £43,750
90th Percentile £54,025 £80,125 £55,000
Northamptonshire median annual salary £29,000 £50,000 £52,500
% change year-on-year -42.00% -4.76% +16.67%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Northampton
Permanent vacancies with a requirement for process or methodology skills 629 889 1275
As % of all permanent IT jobs advertised in Northampton 90.11% 91.37% 90.75%
Number of salaries quoted 467 550 1110
Northampton median annual salary £40,000 £40,000 £40,000
10th Percentile £21,250 £25,500 £24,000
90th Percentile £65,000 £60,000 £56,250
Northamptonshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Data Modelling
Job Vacancy Trend in Northampton

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Northampton.

Job vacancy trend for Data Modelling in Northampton

Data Modelling
Salary Trend in Northampton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Northampton.

Salary trend for Data Modelling in Northampton

For the 6 months to 15 December 2017, IT jobs citing Data Modelling 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 Northampton region with a requirement for Data Modelling.

1 5 (100.00%) SQL
2 3 (60.00%) Java
2 3 (60.00%) JUnit
2 3 (60.00%) SOAP
2 3 (60.00%) Web Services
2 3 (60.00%) OO
2 3 (60.00%) Oracle
2 3 (60.00%) RDBMS
2 3 (60.00%) Finance
2 3 (60.00%) Perforce
2 3 (60.00%) Hibernate
2 3 (60.00%) Agile Software Development
2 3 (60.00%) TDD
2 3 (60.00%) Banking
2 3 (60.00%) Spring
2 3 (60.00%) Java EE
2 3 (60.00%) Unit Testing
2 3 (60.00%) JPA
2 3 (60.00%) Git (software)
2 3 (60.00%) Test Automation
2 3 (60.00%) REST
2 3 (60.00%) Spring Boot
2 3 (60.00%) Relational Database
3 2 (40.00%) SQL Server Analysis Services
3 2 (40.00%) Data Protection
3 2 (40.00%) Business Intelligence
3 2 (40.00%) SQL Server Integration Services
3 2 (40.00%) Microsoft
3 2 (40.00%) SQL Server
3 2 (40.00%) Data Warehouse

Data Modelling
Co-occurring IT Skills in Northampton 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:

Database & Business Intelligence
1 3 (60.00%) RDBMS
1 3 (60.00%) Relational Database
2 2 (40.00%) Data Warehouse
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) SQL Server Integration Services
3 1 (20.00%) Enterprise Data Warehouse
3 1 (20.00%) Power BI
3 1 (20.00%) SQL Server 2014
3 1 (20.00%) SQL Server 2016
3 1 (20.00%) SQL Server Reporting Services
3 1 (20.00%) Star Schema
Development Applications
1 3 (60.00%) Git (software)
1 3 (60.00%) JUnit
General
1 3 (60.00%) Banking
1 3 (60.00%) Finance
2 1 (20.00%) Advertising
2 1 (20.00%) Retail
Job Titles
1 1 (20.00%) Developer
1 1 (20.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Hibernate
1 3 (60.00%) Java EE
1 3 (60.00%) JPA
1 3 (60.00%) REST
1 3 (60.00%) SOAP
1 3 (60.00%) Spring
1 3 (60.00%) Spring Boot
1 3 (60.00%) Web Services
2 1 (20.00%) .NET
Miscellaneous
1 1 (20.00%) Greenfield Project
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) OO
1 3 (60.00%) TDD
1 3 (60.00%) Test Automation
1 3 (60.00%) Unit Testing
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Data Protection
3 1 (20.00%) Analytics
3 1 (20.00%) ETL
3 1 (20.00%) Kimball Methodology
3 1 (20.00%) Predictive Analytics
Programming Languages
1 5 (100.00%) SQL
2 3 (60.00%) Java
3 1 (20.00%) C#
Vendors
1 3 (60.00%) Oracle
1 3 (60.00%) Perforce
2 2 (40.00%) Microsoft
3 1 (20.00%) Capita