Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Northamptonshire 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 22 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
East Midlands > Northamptonshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 43 34 32
Rank change year-on-year -9 -2 +29
Contract jobs citing Data Modelling 23 42 31
As % of all contract IT jobs advertised in Northamptonshire 3.34% 4.52% 4.05%
As % of the Processes & Methodologies category 3.99% 5.19% 5.02%
Number of daily rates quoted 17 28 28
Northamptonshire median daily rate £400 £356 £350
Median daily rate % change year-on-year +12.28% +1.79% -11.39%
10th Percentile £306 £300 £325
90th Percentile £575 £464 £563
East Midlands median daily rate £463 £375 £425
% change year-on-year +23.33% -11.76% +7.59%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands 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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Contract vacancies with a requirement for process or methodology skills 577 810 618
As % of all contract IT jobs advertised in Northamptonshire 83.87% 87.10% 80.68%
Number of daily rates quoted 363 592 436
Northamptonshire median daily rate £400 £420 £425
Median daily rate % change year-on-year -4.76% -1.18% -
10th Percentile £220 £281 £263
90th Percentile £550 £575 £575
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 8 15 12
Northamptonshire median hourly rate £11.79 £11.75 £18.52
Median hourly rate % change year-on-year +0.36% -36.56% +23.47%
East Midlands median hourly rate £15.50 £14.00 £16.20
% change year-on-year +10.71% -13.58% +1.25%

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
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for Data Modelling in Northamptonshire

Data Modelling
Contractor Daily Rate Histogram in Northamptonshire

The daily rate distribution of IT jobs citing Data Modelling in Northamptonshire over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Modelling in Northamptonshire

Data Modelling
Contract Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Northamptonshire region over the 6 months to 22 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton -11 13 £400 +14.29% 3
Data Modelling
East Midlands

For the 6 months to 22 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 Northamptonshire region with a requirement for Data Modelling.

1 14 (60.87%) SQL
2 11 (47.83%) Java
2 11 (47.83%) Oracle
3 10 (43.48%) Hibernate
3 10 (43.48%) Agile Software Development
3 10 (43.48%) TDD
3 10 (43.48%) Spring
3 10 (43.48%) OO
3 10 (43.48%) JPA
4 9 (39.13%) Test Automation
4 9 (39.13%) Unit Testing
4 9 (39.13%) Relational Database
4 9 (39.13%) JUnit
4 9 (39.13%) RDBMS
5 8 (34.78%) Banking
5 8 (34.78%) Migration
5 8 (34.78%) Perforce
5 8 (34.78%) Spring Boot
5 8 (34.78%) Data Migration
5 8 (34.78%) Java EE
5 8 (34.78%) Git (software)
6 7 (30.43%) REST
6 7 (30.43%) SOAP
6 7 (30.43%) Web Services
6 7 (30.43%) SQL Server
7 6 (26.09%) ERP
7 6 (26.09%) Finance
7 6 (26.09%) Data Quality
7 6 (26.09%) Data Structures
8 5 (21.74%) Gradle

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:

Application Platforms
1 1 (4.35%) Documentum
1 1 (4.35%) FileNet
Business Applications
1 2 (8.70%) Dynamics CRM
1 2 (8.70%) Oracle EBS
2 1 (4.35%) Oracle EBS R12
2 1 (4.35%) Oracle SCM
Cloud Services
1 2 (8.70%) Dynamics 365
1 2 (8.70%) Microsoft Azure
Database & Business Intelligence
1 9 (39.13%) RDBMS
1 9 (39.13%) Relational Database
2 7 (30.43%) SQL Server
3 4 (17.39%) Data Mining
4 2 (8.70%) Data Warehouse
4 2 (8.70%) MongoDB
5 1 (4.35%) SQL Server Integration Services
Development Applications
1 9 (39.13%) JUnit
2 8 (34.78%) Git (software)
3 5 (21.74%) Eclipse
3 5 (21.74%) Gradle
3 5 (21.74%) JProfiler
4 4 (17.39%) IntelliJ
4 4 (17.39%) Jenkins
4 4 (17.39%) Maven
4 4 (17.39%) SonarQube
5 3 (13.04%) ERwin
5 3 (13.04%) Talend Open Studio
6 2 (8.70%) JIRA
7 1 (4.35%) Ant
7 1 (4.35%) Bitbucket
7 1 (4.35%) PowerDesigner
General
1 8 (34.78%) Banking
2 6 (26.09%) Finance
3 1 (4.35%) Back Office
3 1 (4.35%) Retail
3 1 (4.35%) Retail Banking
Job Titles
1 11 (47.83%) Developer
2 8 (34.78%) Java Developer
3 6 (26.09%) Analyst
3 6 (26.09%) Data Analyst
4 4 (17.39%) Data Modeller
5 2 (8.70%) CRM Developer
5 2 (8.70%) Data Migration Analyst
5 2 (8.70%) Dynamics CRM Developer
5 2 (8.70%) Lead Developer
5 2 (8.70%) Migration Analyst
6 1 (4.35%) Architect
6 1 (4.35%) Data Architect
6 1 (4.35%) Data Manager
6 1 (4.35%) Data Model Manager
6 1 (4.35%) Machine Learning Analyst
6 1 (4.35%) Pega Developer
6 1 (4.35%) SQL Analyst
6 1 (4.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 10 (43.48%) Hibernate
1 10 (43.48%) JPA
1 10 (43.48%) Spring
2 8 (34.78%) Java EE
2 8 (34.78%) Spring Boot
3 7 (30.43%) REST
3 7 (30.43%) SOAP
3 7 (30.43%) Web Services
4 4 (17.39%) RESTful
5 3 (13.04%) HTML
5 3 (13.04%) JSON
6 2 (8.70%) .NET
6 2 (8.70%) J2EE
7 1 (4.35%) Ajax
7 1 (4.35%) Backbone.js
7 1 (4.35%) jQuery
7 1 (4.35%) TIBCO EMS
7 1 (4.35%) Velocity
7 1 (4.35%) XML
7 1 (4.35%) XSLT
Miscellaneous
1 6 (26.09%) Data Structures
2 1 (4.35%) Algorithms
Processes & Methodologies
1 10 (43.48%) Agile Software Development
1 10 (43.48%) OO
1 10 (43.48%) TDD
2 9 (39.13%) Test Automation
2 9 (39.13%) Unit Testing
3 8 (34.78%) Data Migration
3 8 (34.78%) Migration
4 6 (26.09%) ERP
5 5 (21.74%) ETL
5 5 (21.74%) Logical Data Model
5 5 (21.74%) Physical Data Model
5 5 (21.74%) RAD
6 4 (17.39%) Data Management
6 4 (17.39%) Scrum
7 3 (13.04%) Business Intelligence
7 3 (13.04%) Data Protection
7 3 (13.04%) Data Visualisation
7 3 (13.04%) OOP
7 3 (13.04%) SDLC
7 3 (13.04%) UML
Programming Languages
1 14 (60.87%) SQL
2 11 (47.83%) Java
3 2 (8.70%) JavaScript
4 1 (4.35%) T-SQL
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
System Software
1 1 (4.35%) Active Directory
Vendors
1 11 (47.83%) Oracle
2 8 (34.78%) Perforce
3 3 (13.04%) Talend
4 1 (4.35%) Capita
4 1 (4.35%) Pega
4 1 (4.35%) TIBCO