Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East Midlands > Northamptonshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 83 105 99
Rank change year-on-year +22 -6 +6
Permanent jobs citing Data Modelling 13 13 28
As % of all permanent IT jobs advertised in Northamptonshire 1.19% 0.89% 1.48%
As % of the Processes & Methodologies category 1.34% 0.98% 1.63%
Number of salaries quoted 10 4 30
Northamptonshire median annual salary £33,500 £50,000 £51,250
Median salary % change year-on-year -33.00% -2.44% +17.82%
10th Percentile £24,500 £47,500 £37,875
90th Percentile £54,750 £56,875 £57,500
East Midlands median annual salary £42,500 £42,500 £52,500
% change year-on-year - -19.05% +23.53%

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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Permanent vacancies with a requirement for process or methodology skills 973 1328 1714
As % of all permanent IT jobs advertised in Northamptonshire 89.02% 91.15% 90.54%
Number of salaries quoted 752 881 1512
Northamptonshire median annual salary £41,000 £40,000 £41,500
Median salary % change year-on-year +2.50% -3.61% +3.75%
10th Percentile £22,275 £24,250 £23,500
90th Percentile £62,500 £60,000 £57,375
East Midlands median annual salary £40,000 £42,000 £40,000
% change year-on-year -4.76% +5.00% -

Data Modelling
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Modelling in Northamptonshire

Data Modelling
Salary Trend in Northamptonshire

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

Salary trend for Data Modelling in Northamptonshire

Data Modelling
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Data Modelling in Northamptonshire over the 6 months to 24 November 2017.

Salary histogram for Data Modelling in Northamptonshire

Data Modelling
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Northamptonshire region over the 6 months to 24 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
Wellingborough - 7 £29,000 -
Northampton +20 5 £51,500 -10.43% 2
Data Modelling
East Midlands

For the 6 months to 24 November 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 Northamptonshire region with a requirement for Data Modelling.

1 13 (100.00%) SQL
2 10 (76.92%) Java
2 10 (76.92%) Data Warehouse
2 10 (76.92%) SQL Server Integration Services
2 10 (76.92%) SQL Server Analysis Services
3 9 (69.23%) Business Intelligence
4 7 (53.85%) Data Mining
4 7 (53.85%) ETL
4 7 (53.85%) OLTP
4 7 (53.85%) ITIL
4 7 (53.85%) UML
4 7 (53.85%) HTML
4 7 (53.85%) OLAP
4 7 (53.85%) Analytical Skills
4 7 (53.85%) Business Process Analysis
5 3 (23.08%) Agile Software Development
5 3 (23.08%) TDD
5 3 (23.08%) Banking
5 3 (23.08%) Perforce
5 3 (23.08%) Hibernate
5 3 (23.08%) Finance
5 3 (23.08%) JUnit
5 3 (23.08%) SOAP
5 3 (23.08%) Web Services
5 3 (23.08%) OO
5 3 (23.08%) Oracle
5 3 (23.08%) SQL Server
5 3 (23.08%) RDBMS
5 3 (23.08%) Spring Boot
5 3 (23.08%) SQL Server 2016

Data Modelling
Co-occurring IT Skills in Northamptonshire 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 10 (76.92%) Data Warehouse
1 10 (76.92%) SQL Server Analysis Services
1 10 (76.92%) SQL Server Integration Services
2 7 (53.85%) Data Mining
2 7 (53.85%) OLAP
2 7 (53.85%) OLTP
3 3 (23.08%) RDBMS
3 3 (23.08%) Relational Database
3 3 (23.08%) SQL Server
3 3 (23.08%) SQL Server 2016
4 2 (15.38%) Enterprise Data Warehouse
4 2 (15.38%) SQL Server 2014
4 2 (15.38%) Star Schema
5 1 (7.69%) Power BI
5 1 (7.69%) SQL Server Reporting Services
Development Applications
1 3 (23.08%) Git (software)
1 3 (23.08%) JUnit
General
1 3 (23.08%) Banking
1 3 (23.08%) Finance
2 2 (15.38%) Advertising
Job Titles
1 8 (61.54%) Developer
2 7 (53.85%) Business Intelligence Developer
3 4 (30.77%) SQL BI Developer
3 4 (30.77%) SQL Developer
4 3 (23.08%) Business Developer
5 2 (15.38%) Junior
5 2 (15.38%) Junior Business Intelligence Developer
5 2 (15.38%) Junior Developer
5 2 (15.38%) Junior SQL Developer
6 1 (7.69%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 7 (53.85%) HTML
2 3 (23.08%) Hibernate
2 3 (23.08%) Java EE
2 3 (23.08%) JPA
2 3 (23.08%) REST
2 3 (23.08%) SOAP
2 3 (23.08%) Spring
2 3 (23.08%) Spring Boot
2 3 (23.08%) Web Services
3 1 (7.69%) .NET
Miscellaneous
1 7 (53.85%) Analytical Skills
2 2 (15.38%) Greenfield Project
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 7 (53.85%) Business Process Analysis
2 7 (53.85%) ETL
2 7 (53.85%) ITIL
2 7 (53.85%) UML
3 3 (23.08%) Agile Software Development
3 3 (23.08%) OO
3 3 (23.08%) TDD
3 3 (23.08%) Test Automation
3 3 (23.08%) Unit Testing
4 2 (15.38%) Analytics
4 2 (15.38%) Data Protection
4 2 (15.38%) Kimball Methodology
4 2 (15.38%) Predictive Analytics
5 1 (7.69%) Continuous Improvement
5 1 (7.69%) Data Architecture
Programming Languages
1 13 (100.00%) SQL
2 10 (76.92%) Java
3 1 (7.69%) Data Analysis Expressions (DAX)
3 1 (7.69%) PowerShell
3 1 (7.69%) T-SQL
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 3 (23.08%) Oracle
1 3 (23.08%) Perforce
2 2 (15.38%) Microsoft
3 1 (7.69%) Capita