Period
to 23 September 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 23 September 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
23 Sep 2018
Same period 2017 Same period 2016
Rank 50 37 37
Rank change year-on-year -13 0 +5
Contract jobs citing Data Modelling 22 24 30
As % of all contract IT jobs advertised in Northamptonshire 2.69% 3.51% 3.73%
As % of the Processes & Methodologies category 3.20% 4.13% 4.24%
Number of daily rates quoted 19 16 19
Northamptonshire median daily rate £400 £450 £388
Median daily rate % change year-on-year -11.11% +16.13% -16.22%
10th Percentile £340 £347 £304
90th Percentile £488 £575 £495
East Midlands median daily rate £400 £475 £400
% change year-on-year -15.79% +18.75% -11.11%
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 687 581 707
As % of all contract IT jobs advertised in Northamptonshire 84.09% 84.94% 87.83%
Number of daily rates quoted 476 380 544
Northamptonshire median daily rate £400 £420 £425
Median daily rate % change year-on-year -4.76% -1.18% -
10th Percentile £308 £220 £305
90th Percentile £536 £550 £579
East Midlands median daily rate £400 £400 £400
Number of hourly rates quoted 5 10 6
Northamptonshire median hourly rate £13.62 £12.09 £17.25
Median hourly rate % change year-on-year +12.70% -29.94% -6.86%
10th Percentile £11.17 £10.15 £9.88
90th Percentile £20.25 £35.13 £38.75
East Midlands median hourly rate £15.50 £14.50 £14.00
% change year-on-year +6.90% +3.57% -18.84%

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 23 September 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 23 September 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 -4 21 £400 - 1
Data Modelling
East Midlands

For the 6 months to 23 September 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 (63.64%) Agile Software Development
2 7 (31.82%) Appian
3 6 (27.27%) Data Structures
4 5 (22.73%) SQL
4 5 (22.73%) Hadoop
4 5 (22.73%) Problem-Solving
5 4 (18.18%) Analytical Skills
5 4 (18.18%) Data Centre
5 4 (18.18%) Git (software)
5 4 (18.18%) Apache Cassandra
5 4 (18.18%) Banking
5 4 (18.18%) SAS
5 4 (18.18%) Risk Management
5 4 (18.18%) Teradata
6 3 (13.64%) Perforce
6 3 (13.64%) Hibernate
6 3 (13.64%) Shell Script
6 3 (13.64%) Configuration Management
6 3 (13.64%) Eclipse
6 3 (13.64%) Unix
6 3 (13.64%) Linux
6 3 (13.64%) OO
6 3 (13.64%) RAD
6 3 (13.64%) Python
6 3 (13.64%) Java
6 3 (13.64%) JUnit
6 3 (13.64%) Subversion
6 3 (13.64%) Spring
6 3 (13.64%) Unit Testing
6 3 (13.64%) SAS Enterprise Guide

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 7 (31.82%) Appian
2 4 (18.18%) SAS
Database & Business Intelligence
1 5 (22.73%) Hadoop
2 4 (18.18%) Apache Cassandra
3 3 (13.64%) SAS Data Integration Studio
3 3 (13.64%) SAS Enterprise Guide
4 2 (9.09%) RDBMS
4 2 (9.09%) Relational Database
5 1 (4.55%) Data Warehouse
5 1 (4.55%) OLAP
5 1 (4.55%) SQL Server Reporting Services
Development Applications
1 4 (18.18%) Git (software)
2 3 (13.64%) Eclipse
2 3 (13.64%) Gradle
2 3 (13.64%) JProfiler
2 3 (13.64%) JUnit
2 3 (13.64%) Subversion
3 1 (4.55%) IntelliJ
3 1 (4.55%) Jenkins
3 1 (4.55%) Maven
3 1 (4.55%) SonarQube
General
1 4 (18.18%) Banking
2 2 (9.09%) Finance
3 1 (4.55%) Retail Banking
Job Titles
1 8 (36.36%) Designer
1 8 (36.36%) Solutions Designer
2 6 (27.27%) Developer
3 4 (18.18%) Analyst
4 3 (13.64%) Cassandra DBA
4 3 (13.64%) DBA
4 3 (13.64%) Java Developer
4 3 (13.64%) SAS Developer
5 2 (9.09%) Data Analyst
6 1 (4.55%) Business Analyst
6 1 (4.55%) Data Manager
6 1 (4.55%) Digital Analyst
6 1 (4.55%) Digital Business Analyst
6 1 (4.55%) SAS Analyst
6 1 (4.55%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 3 (13.64%) Hibernate
1 3 (13.64%) JPA
1 3 (13.64%) Spring
2 2 (9.09%) Ajax
2 2 (9.09%) J2EE
2 2 (9.09%) jQuery
2 2 (9.09%) JSON
2 2 (9.09%) XML
2 2 (9.09%) XSLT
3 1 (4.55%) FIX Protocol
3 1 (4.55%) Java EE
3 1 (4.55%) Kafka
3 1 (4.55%) REST
3 1 (4.55%) SOAP
3 1 (4.55%) Spring Boot
3 1 (4.55%) Web Services
Miscellaneous
1 6 (27.27%) Data Structures
2 4 (18.18%) Analytical Skills
2 4 (18.18%) Data Centre
Operating Systems
1 3 (13.64%) Linux
1 3 (13.64%) Unix
Processes & Methodologies
1 14 (63.64%) Agile Software Development
2 5 (22.73%) Problem-Solving
3 4 (18.18%) Risk Management
4 3 (13.64%) Configuration Management
4 3 (13.64%) Low Latency
4 3 (13.64%) OO
4 3 (13.64%) RAD
4 3 (13.64%) Test Automation
4 3 (13.64%) Unit Testing
5 2 (9.09%) Business Intelligence
5 2 (9.09%) Data Analysis
6 1 (4.55%) Continuous Integration
6 1 (4.55%) Domain-Driven Design
6 1 (4.55%) ETL
6 1 (4.55%) Event-Driven Architecture
6 1 (4.55%) TDD
6 1 (4.55%) User Acceptance Testing
Programming Languages
1 5 (22.73%) SQL
2 3 (13.64%) Java
2 3 (13.64%) Python
2 3 (13.64%) Shell Script
3 2 (9.09%) JavaScript
4 1 (4.55%) Java 8
Quality Assurance & Compliance
1 2 (9.09%) GDPR
Systems Management
1 3 (13.64%) Ansible
1 3 (13.64%) Opscode Chef
1 3 (13.64%) Puppet
Vendors
1 4 (18.18%) Teradata
2 3 (13.64%) Perforce
3 1 (4.55%) Ab Initio
3 1 (4.55%) Informatica
3 1 (4.55%) Oracle