Period
to 24 February 2018

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 24 February 2018 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
24 Feb 2018
Same period 2017 Same period 2016
Rank 36 45 42
Rank change year-on-year +9 -3 +7
Contract jobs citing Data Modelling 25 25 20
As % of all contract IT jobs advertised in Northamptonshire 3.89% 2.68% 2.95%
As % of the Processes & Methodologies category 4.70% 3.18% 3.50%
Number of daily rates quoted 21 18 21
Northamptonshire median daily rate £438 £375 £350
Median daily rate % change year-on-year +16.67% +7.14% -30.00%
10th Percentile £330 £300 £325
90th Percentile £575 £438 £475
East Midlands median daily rate £450 £389 £350
% change year-on-year +15.76% +11.07% -26.32%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands median hourly rate - - £43.75

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 532 785 571
As % of all contract IT jobs advertised in Northamptonshire 82.74% 84.23% 84.22%
Number of daily rates quoted 318 524 423
Northamptonshire median daily rate £395 £400 £400
Median daily rate % change year-on-year -1.25% - -5.88%
10th Percentile £254 £223 £257
90th Percentile £538 £575 £561
East Midlands median daily rate £400 £375 £375
% change year-on-year +6.67% - +3.81%
Number of hourly rates quoted 9 20 9
Northamptonshire median hourly rate £11.09 £14.25 £13.00
Median hourly rate % change year-on-year -22.21% +9.62% -19.00%
10th Percentile £10.29 £10.50 £9.10
90th Percentile £47.50 £32.68 £17.10
East Midlands median hourly rate £16.75 £15.75 £16.06
% change year-on-year +6.35% -1.90% -1.20%

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 24 February 2018.

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 24 February 2018. 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 +7 15 £425 +9.68% 2
Data Modelling
East Midlands

For the 6 months to 24 February 2018, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Northamptonshire region with a requirement for Data Modelling.

1 14 (56.00%) SQL
2 10 (40.00%) Oracle
2 10 (40.00%) REST
2 10 (40.00%) Relational Database
3 8 (32.00%) Hibernate
3 8 (32.00%) Agile Software Development
3 8 (32.00%) TDD
3 8 (32.00%) Spring
3 8 (32.00%) RDBMS
3 8 (32.00%) OO
3 8 (32.00%) Java
3 8 (32.00%) JPA
4 7 (28.00%) Unit Testing
4 7 (28.00%) JSON
4 7 (28.00%) Test Automation
4 7 (28.00%) SQL Server
4 7 (28.00%) JUnit
4 7 (28.00%) Perforce
4 7 (28.00%) Workflow
4 7 (28.00%) Migration
5 6 (24.00%) Data Analysis
5 6 (24.00%) Java EE
5 6 (24.00%) SOAP
5 6 (24.00%) Web Services
5 6 (24.00%) Data Migration
5 6 (24.00%) Git (software)
5 6 (24.00%) Spring Boot
6 5 (20.00%) Data Mapping
6 5 (20.00%) JProfiler
6 5 (20.00%) 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:

Applications
1 5 (20.00%) Microsoft Excel
2 1 (4.00%) Spreadsheet
Business Applications
1 2 (8.00%) Dynamics CRM
1 2 (8.00%) Oracle EBS
2 1 (4.00%) Oracle EBS R12
2 1 (4.00%) Oracle SCM
Cloud Services
1 2 (8.00%) Dynamics 365
1 2 (8.00%) Microsoft Azure
Database & Business Intelligence
1 10 (40.00%) Relational Database
2 8 (32.00%) RDBMS
3 7 (28.00%) SQL Server
4 3 (12.00%) Data Mining
5 2 (8.00%) Data Warehouse
5 2 (8.00%) MongoDB
6 1 (4.00%) SQL Server Integration Services
Development Applications
1 7 (28.00%) JUnit
2 6 (24.00%) Git (software)
3 5 (20.00%) Eclipse
3 5 (20.00%) Gradle
3 5 (20.00%) JProfiler
4 4 (16.00%) IntelliJ
4 4 (16.00%) Jenkins
4 4 (16.00%) Maven
4 4 (16.00%) SonarQube
5 2 (8.00%) JIRA
6 1 (4.00%) ERwin
6 1 (4.00%) PowerDesigner
General
1 5 (20.00%) Banking
1 5 (20.00%) Finance
2 1 (4.00%) Retail Banking
Job Titles
1 11 (44.00%) Analyst
2 9 (36.00%) Data Analyst
2 9 (36.00%) Developer
3 7 (28.00%) Java Developer
4 3 (12.00%) Data Modeller
5 2 (8.00%) Business Analyst
5 2 (8.00%) CRM Developer
5 2 (8.00%) Data Migration Analyst
5 2 (8.00%) Dynamics CRM Developer
5 2 (8.00%) Lead Developer
5 2 (8.00%) Migration Analyst
5 2 (8.00%) Workflow Analyst
6 1 (4.00%) Consultant
6 1 (4.00%) CRM Analyst
6 1 (4.00%) CRM Business Analyst
6 1 (4.00%) Data Model Manager
6 1 (4.00%) Product Consultant
6 1 (4.00%) Product Management Consultant
6 1 (4.00%) SQL Analyst
6 1 (4.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 10 (40.00%) REST
2 8 (32.00%) Hibernate
2 8 (32.00%) JPA
2 8 (32.00%) Spring
3 7 (28.00%) JSON
4 6 (24.00%) Java EE
4 6 (24.00%) SOAP
4 6 (24.00%) Spring Boot
4 6 (24.00%) Web Services
5 4 (16.00%) RESTful
6 3 (12.00%) HTML
7 2 (8.00%) .NET
7 2 (8.00%) J2EE
8 1 (4.00%) Ajax
8 1 (4.00%) jQuery
8 1 (4.00%) XML
8 1 (4.00%) XSLT
Miscellaneous
1 4 (16.00%) Data Structures
2 3 (12.00%) Management Information System
Processes & Methodologies
1 8 (32.00%) Agile Software Development
1 8 (32.00%) OO
1 8 (32.00%) TDD
2 7 (28.00%) Migration
2 7 (28.00%) Test Automation
2 7 (28.00%) Unit Testing
2 7 (28.00%) Workflow
3 6 (24.00%) Data Analysis
3 6 (24.00%) Data Migration
4 5 (20.00%) CRM
4 5 (20.00%) Data Mapping
4 5 (20.00%) ETL
4 5 (20.00%) RAD
5 4 (16.00%) Asset Management
5 4 (16.00%) Domain-Driven Design
5 4 (16.00%) E-Commerce
5 4 (16.00%) ERP
5 4 (16.00%) Event-Driven Architecture
6 3 (12.00%) Microservices
6 3 (12.00%) Waterfall
Programming Languages
1 14 (56.00%) SQL
2 8 (32.00%) Java
3 4 (16.00%) JavaScript
4 1 (4.00%) T-SQL
Quality Assurance & Compliance
1 4 (16.00%) Data Quality
2 2 (8.00%) GDPR
3 1 (4.00%) SLA
Vendors
1 10 (40.00%) Oracle
2 7 (28.00%) Perforce
3 1 (4.00%) Capita
3 1 (4.00%) Talend