Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Northampton with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
Northamptonshire > Northampton
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 38 25 30
Rank change year-on-year -13 +5 +13
Contract jobs citing Data Modelling 12 31 21
As % of all contract IT jobs advertised in Northampton 2.53% 5.22% 4.10%
As % of the Processes & Methodologies category 2.99% 5.98% 5.32%
Number of daily rates quoted 11 23 24
Northampton median daily rate £400 £350 £350
Median daily rate % change year-on-year +14.29% - -21.13%
10th Percentile £270 £300 £325
90th Percentile £575 £468 £526
Northamptonshire median daily rate £400 £363 £350
% change year-on-year +10.34% +3.57% -11.39%
Number of hourly rates quoted 0 0 0
Northampton median hourly rate - - -
Northamptonshire median hourly rate - - -

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

All Process and Methodology Skills
Northampton
Contract vacancies with a requirement for process or methodology skills 401 518 395
As % of all contract IT jobs advertised in Northampton 84.42% 87.21% 77.15%
Number of daily rates quoted 243 392 289
Northampton median daily rate £375 £406 £425
Median daily rate % change year-on-year -7.69% -4.41% -
10th Percentile £200 £283 £250
90th Percentile £538 £575 £575
Northamptonshire median daily rate £400 £420 £425
% change year-on-year -4.76% -1.18% -
Number of hourly rates quoted 8 13 7
Northampton median hourly rate £11.79 £11.50 £18.52
Median hourly rate % change year-on-year +2.54% -37.90% +23.47%
10th Percentile £9.98 £10.50 £13.15
90th Percentile £14.35 £29.53 £20.61
Northamptonshire median hourly rate £11.79 £11.75 £18.52
% change year-on-year +0.36% -36.56% +23.47%

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
Contractor Daily Rate Trend in Northampton

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Northampton.

Contractor daily rate trend for Data Modelling in Northampton

Data Modelling
Contractor Daily Rate Histogram in Northampton

The daily rate distribution of IT jobs citing Data Modelling in Northampton over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Modelling in Northampton

For the 6 months to 23 November 2017, IT contractor 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 contract ads across the Northampton region with a requirement for Data Modelling.

1 9 (75.00%) SQL
1 9 (75.00%) Oracle
2 8 (66.67%) Java
2 8 (66.67%) OO
2 8 (66.67%) RDBMS
2 8 (66.67%) Agile Software Development
2 8 (66.67%) TDD
2 8 (66.67%) Spring
2 8 (66.67%) Hibernate
2 8 (66.67%) JPA
2 8 (66.67%) Relational Database
3 7 (58.33%) Test Automation
3 7 (58.33%) Unit Testing
3 7 (58.33%) Perforce
3 7 (58.33%) JUnit
4 6 (50.00%) SOAP
4 6 (50.00%) Web Services
4 6 (50.00%) Finance
4 6 (50.00%) Java EE
4 6 (50.00%) Banking
4 6 (50.00%) Git (software)
4 6 (50.00%) REST
4 6 (50.00%) Spring Boot
5 4 (33.33%) SQL Server
6 3 (25.00%) RAD
6 3 (25.00%) Eclipse
6 3 (25.00%) Gradle
6 3 (25.00%) JProfiler
6 3 (25.00%) Data Protection
7 2 (16.67%) Domain-Driven Design

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:

Business Applications
1 1 (8.33%) Dynamics CRM
1 1 (8.33%) Oracle EBS
1 1 (8.33%) Oracle EBS R12
1 1 (8.33%) Oracle SCM
Cloud Services
1 1 (8.33%) Dynamics 365
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) RDBMS
1 8 (66.67%) Relational Database
2 4 (33.33%) SQL Server
3 1 (8.33%) Data Mining
3 1 (8.33%) Data Warehouse
3 1 (8.33%) MongoDB
Development Applications
1 7 (58.33%) JUnit
2 6 (50.00%) Git (software)
3 3 (25.00%) Eclipse
3 3 (25.00%) Gradle
3 3 (25.00%) JProfiler
4 2 (16.67%) IntelliJ
4 2 (16.67%) Jenkins
4 2 (16.67%) Maven
4 2 (16.67%) SonarQube
5 1 (8.33%) JIRA
General
1 6 (50.00%) Banking
1 6 (50.00%) Finance
2 1 (8.33%) Retail Banking
Job Titles
1 7 (58.33%) Developer
2 6 (50.00%) Java Developer
3 2 (16.67%) Analyst
3 2 (16.67%) Data Analyst
3 2 (16.67%) Data Modeller
4 1 (8.33%) CRM Developer
4 1 (8.33%) Data Manager
4 1 (8.33%) Data Migration Analyst
4 1 (8.33%) Data Model Manager
4 1 (8.33%) Dynamics CRM Developer
4 1 (8.33%) Lead Developer
4 1 (8.33%) Migration Analyst
Libraries, Frameworks & Software Standards
1 8 (66.67%) Hibernate
1 8 (66.67%) JPA
1 8 (66.67%) Spring
2 6 (50.00%) Java EE
2 6 (50.00%) REST
2 6 (50.00%) SOAP
2 6 (50.00%) Spring Boot
2 6 (50.00%) Web Services
3 2 (16.67%) HTML
3 2 (16.67%) J2EE
3 2 (16.67%) JSON
3 2 (16.67%) RESTful
4 1 (8.33%) .NET
4 1 (8.33%) Ajax
4 1 (8.33%) jQuery
4 1 (8.33%) XML
4 1 (8.33%) XSLT
Miscellaneous
1 1 (8.33%) Data Structures
Processes & Methodologies
1 8 (66.67%) Agile Software Development
1 8 (66.67%) OO
1 8 (66.67%) TDD
2 7 (58.33%) Test Automation
2 7 (58.33%) Unit Testing
3 3 (25.00%) Data Protection
3 3 (25.00%) RAD
4 2 (16.67%) Continuous Integration
4 2 (16.67%) Data Migration
4 2 (16.67%) Domain-Driven Design
4 2 (16.67%) ETL
4 2 (16.67%) Event-Driven Architecture
4 2 (16.67%) Microservices
4 2 (16.67%) Migration
4 2 (16.67%) OOP
4 2 (16.67%) Scrum
4 2 (16.67%) SDLC
4 2 (16.67%) Software Engineering
4 2 (16.67%) Waterfall
5 1 (8.33%) API Development
Programming Languages
1 9 (75.00%) SQL
2 8 (66.67%) Java
3 1 (8.33%) JavaScript
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 9 (75.00%) Oracle
2 7 (58.33%) Perforce
3 1 (8.33%) Capita