Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Macclesfield 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 20 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 > Macclesfield
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 12 9 18
Rank change year-on-year -3 +9 -3
Contract jobs citing Data Modelling 3 10 2
As % of all contract IT jobs advertised in Macclesfield 4.76% 11.76% 1.74%
As % of the Processes & Methodologies category 6.00% 12.99% 2.02%
Number of daily rates quoted 3 8 0
Macclesfield median daily rate £420 £500 -
Median daily rate % change year-on-year -16.00% - -
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
Macclesfield 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 Macclesfield with a requirement for process or methodology skills.

All Process and Methodology Skills
Macclesfield
Contract vacancies with a requirement for process or methodology skills 50 77 99
As % of all contract IT jobs advertised in Macclesfield 79.37% 90.59% 86.09%
Number of daily rates quoted 37 43 34
Macclesfield median daily rate £420 £400 £356
Median daily rate % change year-on-year +5.00% +12.36% -3.13%
10th Percentile £228 £250 £272
90th Percentile £538 £505 £484
Cheshire median daily rate £420 £400 £424
% change year-on-year +5.00% -5.60% +8.65%
Number of hourly rates quoted 7 8 0
Macclesfield median hourly rate £13.00 £19.64 -
Median hourly rate % change year-on-year -33.82% - -
Cheshire median hourly rate £13.00 £19.63 £17.50
% change year-on-year -33.76% +12.14% -4.19%

Data Modelling
Job Vacancy Trend in Macclesfield

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

Job vacancy trend for Data Modelling in Macclesfield

Data Modelling
Contractor Daily Rate Trend in Macclesfield

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

Contractor daily rate trend for Data Modelling in Macclesfield

Data Modelling
Contractor Daily Rate Histogram in Macclesfield

The daily rate distribution of IT jobs citing Data Modelling in Macclesfield over the 6 months to 20 November 2017.

Contractor daily rate histogram for Data Modelling in Macclesfield

For the 6 months to 20 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 Macclesfield region with a requirement for Data Modelling.

1 1 (33.33%) CIMA
1 1 (33.33%) Finance
1 1 (33.33%) Migration
1 1 (33.33%) Perforce
1 1 (33.33%) Hibernate
1 1 (33.33%) Scrum
1 1 (33.33%) Java
1 1 (33.33%) SQL
1 1 (33.33%) Oracle
1 1 (33.33%) JUnit
1 1 (33.33%) SAP
1 1 (33.33%) SOAP
1 1 (33.33%) Web Services
1 1 (33.33%) OO
1 1 (33.33%) RAD
1 1 (33.33%) Eclipse
1 1 (33.33%) IntelliJ
1 1 (33.33%) RDBMS
1 1 (33.33%) ACCA
1 1 (33.33%) Pharmaceutical
1 1 (33.33%) Agile Software Development
1 1 (33.33%) TDD
1 1 (33.33%) Data Management
1 1 (33.33%) Data Analysis
1 1 (33.33%) Spring
1 1 (33.33%) Maven
1 1 (33.33%) Business Analysis
1 1 (33.33%) Java EE
1 1 (33.33%) JIRA
1 1 (33.33%) Velocity

Data Modelling
Co-occurring IT Skills in Macclesfield 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 (33.33%) Confluence
Database & Business Intelligence
1 1 (33.33%) RDBMS
1 1 (33.33%) Relational Database
Development Applications
1 1 (33.33%) Eclipse
1 1 (33.33%) Git (software)
1 1 (33.33%) Gradle
1 1 (33.33%) IntelliJ
1 1 (33.33%) Jenkins
1 1 (33.33%) JIRA
1 1 (33.33%) JProfiler
1 1 (33.33%) JUnit
1 1 (33.33%) Maven
1 1 (33.33%) SonarQube
General
1 1 (33.33%) Finance
1 1 (33.33%) Pharmaceutical
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Data Analyst
2 1 (33.33%) Agile Developer
2 1 (33.33%) Agile Java Developer
2 1 (33.33%) Business Analyst
2 1 (33.33%) Data Business Analyst
2 1 (33.33%) Developer
2 1 (33.33%) Financial Analyst
2 1 (33.33%) Java Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) Hibernate
1 1 (33.33%) Java EE
1 1 (33.33%) JPA
1 1 (33.33%) REST
1 1 (33.33%) SOAP
1 1 (33.33%) Spring
1 1 (33.33%) Spring Boot
1 1 (33.33%) Velocity
1 1 (33.33%) Web Services
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) BDD
1 1 (33.33%) Business Analysis
1 1 (33.33%) Business Transformation
1 1 (33.33%) Data Analysis
1 1 (33.33%) Data Governance
1 1 (33.33%) Data Management
1 1 (33.33%) Data Reconciliation
1 1 (33.33%) DevOps
1 1 (33.33%) Domain-Driven Design
1 1 (33.33%) Event-Driven Architecture
1 1 (33.33%) Master Data Management
1 1 (33.33%) Migration
1 1 (33.33%) OO
1 1 (33.33%) RAD
1 1 (33.33%) SAP Implementation
1 1 (33.33%) Scrum
1 1 (33.33%) TDD
1 1 (33.33%) Test Automation
1 1 (33.33%) Unit Testing
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) AAT
1 1 (33.33%) ACCA
1 1 (33.33%) CIMA
Vendors
1 1 (33.33%) Oracle
1 1 (33.33%) Perforce
1 1 (33.33%) SAP