Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Knutsford 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 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
Cheshire > Knutsford
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 21 - 34
Rank change year-on-year - +34 -16
Contract jobs citing Data Modelling 12 0 1
As % of all contract IT jobs advertised in Knutsford 7.23% - 0.43%
As % of the Processes & Methodologies category 8.33% - 0.60%
Number of daily rates quoted 11 0 1
Knutsford median daily rate £450 - £475
10th Percentile £330 - £463
90th Percentile £475 - £488
Cheshire median daily rate £420 £488 £450
% change year-on-year -13.85% +8.33% +20.00%
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £19.00 - £33.50

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 Knutsford with a requirement for process or methodology skills.

All Process and Methodology Skills
Knutsford
Contract vacancies with a requirement for process or methodology skills 144 69 167
As % of all contract IT jobs advertised in Knutsford 86.75% 80.23% 71.37%
Number of daily rates quoted 84 42 124
Knutsford median daily rate £380 £425 £423
Median daily rate % change year-on-year -10.59% +0.59% +0.72%
10th Percentile £280 £310 £291
90th Percentile £488 £474 £514
Cheshire median daily rate £420 £400 £425
% change year-on-year +5.00% -5.88% +9.68%
Number of hourly rates quoted 0 2 2
Knutsford median hourly rate - £9.00 £15.77
Median hourly rate % change year-on-year - -42.93% -
Cheshire median hourly rate £13.00 £19.06 £17.50
% change year-on-year -31.80% +8.93% -4.19%

Data Modelling
Job Vacancy Trend in Knutsford

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Knutsford.

Job vacancy trend for Data Modelling in Knutsford

Data Modelling
Contractor Daily Rate Trend in Knutsford

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

Contractor daily rate trend for Data Modelling in Knutsford

Data Modelling
Contractor Daily Rate Histogram in Knutsford

The daily rate distribution of IT jobs citing Data Modelling in Knutsford over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Modelling in Knutsford

For the 6 months to 24 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 Knutsford region with a requirement for Data Modelling.

1 12 (100.00%) Java
1 12 (100.00%) SQL
1 12 (100.00%) JUnit
1 12 (100.00%) Oracle
1 12 (100.00%) OO
1 12 (100.00%) RDBMS
1 12 (100.00%) Perforce
1 12 (100.00%) Hibernate
1 12 (100.00%) Spring
1 12 (100.00%) TDD
1 12 (100.00%) Unit Testing
1 12 (100.00%) Test Automation
1 12 (100.00%) JPA
1 12 (100.00%) Relational Database
2 11 (91.67%) Spring Boot
2 11 (91.67%) Git (software)
2 11 (91.67%) REST
2 11 (91.67%) Java EE
2 11 (91.67%) SOAP
2 11 (91.67%) Web Services
3 10 (83.33%) Agile Software Development
4 8 (66.67%) Banking
5 7 (58.33%) Data Protection
5 7 (58.33%) Finance
6 5 (41.67%) RAD
6 5 (41.67%) Eclipse
6 5 (41.67%) Gradle
6 5 (41.67%) JProfiler
7 4 (33.33%) Jenkins
7 4 (33.33%) Event-Driven Architecture

Data Modelling
Co-occurring IT Skills in Knutsford 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%) Oracle SCM
Database & Business Intelligence
1 12 (100.00%) RDBMS
1 12 (100.00%) Relational Database
2 1 (8.33%) MongoDB
2 1 (8.33%) SQL Server
Development Applications
1 12 (100.00%) JUnit
2 11 (91.67%) Git (software)
3 5 (41.67%) Eclipse
3 5 (41.67%) Gradle
3 5 (41.67%) JProfiler
4 4 (33.33%) IntelliJ
4 4 (33.33%) Jenkins
4 4 (33.33%) Maven
4 4 (33.33%) SonarQube
5 1 (8.33%) JIRA
General
1 8 (66.67%) Banking
2 7 (58.33%) Finance
3 1 (8.33%) Retail Banking
Job Titles
1 12 (100.00%) Developer
1 12 (100.00%) Java Developer
Libraries, Frameworks & Software Standards
1 12 (100.00%) Hibernate
1 12 (100.00%) JPA
1 12 (100.00%) Spring
2 11 (91.67%) Java EE
2 11 (91.67%) REST
2 11 (91.67%) SOAP
2 11 (91.67%) Spring Boot
2 11 (91.67%) Web Services
3 2 (16.67%) HTML
3 2 (16.67%) JSON
3 2 (16.67%) RESTful
4 1 (8.33%) Ajax
4 1 (8.33%) J2EE
4 1 (8.33%) jQuery
4 1 (8.33%) XML
4 1 (8.33%) XSLT
Processes & Methodologies
1 12 (100.00%) OO
1 12 (100.00%) TDD
1 12 (100.00%) Test Automation
1 12 (100.00%) Unit Testing
2 10 (83.33%) Agile Software Development
3 7 (58.33%) Data Protection
4 5 (41.67%) RAD
5 4 (33.33%) Domain-Driven Design
5 4 (33.33%) Event-Driven Architecture
5 4 (33.33%) OOP
6 2 (16.67%) Microservices
6 2 (16.67%) Scrum
7 1 (8.33%) Continuous Integration
7 1 (8.33%) SDLC
7 1 (8.33%) Software Engineering
7 1 (8.33%) Waterfall
Programming Languages
1 12 (100.00%) Java
1 12 (100.00%) SQL
2 1 (8.33%) JavaScript
Vendors
1 12 (100.00%) Oracle
1 12 (100.00%) Perforce