Period
to 18 June 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 18 June 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
18 Jun 2018
Same period 2017 Same period 2016
Rank 45 36 53
Rank change year-on-year -9 +17 +1
Contract jobs citing Data Modelling 21 26 14
As % of all contract IT jobs advertised in Northamptonshire 2.77% 3.44% 1.88%
As % of the Processes & Methodologies category 3.25% 4.19% 2.14%
Number of daily rates quoted 17 16 10
Northamptonshire median daily rate £425 £413 £406
Median daily rate % change year-on-year +3.03% +1.54% -14.47%
10th Percentile £372 £306 £300
90th Percentile £450 £488 £450
East Midlands median daily rate £425 £419 £400
% change year-on-year +1.49% +4.69% +3.23%
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 646 621 653
As % of all contract IT jobs advertised in Northamptonshire 85.22% 82.25% 87.77%
Number of daily rates quoted 395 414 486
Northamptonshire median daily rate £400 £420 £405
Median daily rate % change year-on-year -4.76% +3.70% -4.71%
10th Percentile £288 £258 £278
90th Percentile £538 £538 £575
East Midlands median daily rate £400 £400 £388
% change year-on-year - +3.23% +3.33%
Number of hourly rates quoted 10 8 6
Northamptonshire median hourly rate £11.17 £14.68 £15.88
Median hourly rate % change year-on-year -23.91% -7.53% -6.62%
10th Percentile £10.29 £9.95 £11.13
90th Percentile £47.50 £86.83 £35.63
East Midlands median hourly rate £17.50 £16.03 £16.09
% change year-on-year +9.20% -0.40% -4.86%

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 18 June 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 18 June 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 -6 16 £425 +25.93% 1
Data Modelling
East Midlands

For the 6 months to 18 June 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 9 (42.86%) Data Analysis
2 8 (38.10%) JSON
2 8 (38.10%) SQL
3 7 (33.33%) JavaScript
3 7 (33.33%) Problem-Solving
4 6 (28.57%) Gradle
4 6 (28.57%) Spring
4 6 (28.57%) Unit Testing
4 6 (28.57%) JPA
4 6 (28.57%) Test Automation
4 6 (28.57%) JProfiler
4 6 (28.57%) REST
4 6 (28.57%) Java
4 6 (28.57%) JUnit
4 6 (28.57%) OO
4 6 (28.57%) RAD
4 6 (28.57%) Eclipse
4 6 (28.57%) Perforce
4 6 (28.57%) Hibernate
5 5 (23.81%) Workflow
5 5 (23.81%) Microsoft Excel
5 5 (23.81%) Agile Software Development
5 5 (23.81%) Relational Database
5 5 (23.81%) GDPR
6 4 (19.05%) Data Structures
6 4 (19.05%) Banking
6 4 (19.05%) Asset Management
6 4 (19.05%) Ajax
6 4 (19.05%) Hadoop
6 4 (19.05%) jQuery

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 3 (14.29%) SAS
Applications
1 5 (23.81%) Microsoft Excel
2 1 (4.76%) Spreadsheet
Database & Business Intelligence
1 5 (23.81%) Relational Database
2 4 (19.05%) Hadoop
3 3 (14.29%) RDBMS
4 2 (9.52%) SAS Data Integration Studio
4 2 (9.52%) SAS Enterprise Guide
5 1 (4.76%) Data Warehouse
Development Applications
1 6 (28.57%) Eclipse
1 6 (28.57%) Gradle
1 6 (28.57%) JProfiler
1 6 (28.57%) JUnit
2 2 (9.52%) Git (software)
2 2 (9.52%) IntelliJ
2 2 (9.52%) Jenkins
2 2 (9.52%) Maven
2 2 (9.52%) SonarQube
General
1 4 (19.05%) Banking
2 2 (9.52%) Finance
3 1 (4.76%) Retail Banking
Job Titles
1 9 (42.86%) Analyst
1 9 (42.86%) Developer
2 7 (33.33%) Data Analyst
3 6 (28.57%) Java Developer
4 3 (14.29%) SAS Developer
5 2 (9.52%) Business Analyst
5 2 (9.52%) Workflow Analyst
6 1 (4.76%) Consultant
6 1 (4.76%) CRM Analyst
6 1 (4.76%) CRM Business Analyst
6 1 (4.76%) Designer
6 1 (4.76%) Product Consultant
6 1 (4.76%) Product Management Consultant
6 1 (4.76%) Solutions Designer
Libraries, Frameworks & Software Standards
1 8 (38.10%) JSON
2 6 (28.57%) Hibernate
2 6 (28.57%) JPA
2 6 (28.57%) REST
2 6 (28.57%) Spring
3 4 (19.05%) Ajax
3 4 (19.05%) J2EE
3 4 (19.05%) jQuery
3 4 (19.05%) XML
3 4 (19.05%) XSLT
4 2 (9.52%) FIX Protocol
4 2 (9.52%) Java EE
4 2 (9.52%) SOAP
4 2 (9.52%) Spring Boot
4 2 (9.52%) Web Services
5 1 (4.76%) Kafka
5 1 (4.76%) RESTful
Miscellaneous
1 4 (19.05%) Data Structures
2 3 (14.29%) Analytical Skills
2 3 (14.29%) Management Information System
Processes & Methodologies
1 9 (42.86%) Data Analysis
2 7 (33.33%) Problem-Solving
3 6 (28.57%) OO
3 6 (28.57%) RAD
3 6 (28.57%) Test Automation
3 6 (28.57%) Unit Testing
4 5 (23.81%) Agile Software Development
4 5 (23.81%) Workflow
5 4 (19.05%) Asset Management
5 4 (19.05%) Data Mapping
5 4 (19.05%) E-Commerce
6 3 (14.29%) CRM
6 3 (14.29%) Information Management
7 2 (9.52%) Business Intelligence
7 2 (9.52%) Continuous Integration
7 2 (9.52%) Domain-Driven Design
7 2 (9.52%) Event-Driven Architecture
7 2 (9.52%) Risk Management
7 2 (9.52%) TDD
8 1 (4.76%) Waterfall
Programming Languages
1 8 (38.10%) SQL
2 7 (33.33%) JavaScript
3 6 (28.57%) Java
4 2 (9.52%) Java 8
Quality Assurance & Compliance
1 5 (23.81%) GDPR
2 1 (4.76%) SLA
Vendors
1 6 (28.57%) Perforce
2 3 (14.29%) Teradata
3 2 (9.52%) Oracle
4 1 (4.76%) Ab Initio
4 1 (4.76%) Informatica