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 3 months to 30 March 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
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 8 10 -
Rank change year-on-year +2 -  
Contract jobs citing Data Modelling 6 7 0
As % of all contract IT jobs advertised in Macclesfield 18.18% 13.73% -
As % of the Processes & Methodologies category 20.69% 14.89% -
Number of daily rates quoted 6 2 0
Median daily rate £450 £494 -
Median daily rate % change year-on-year -8.86% -  
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Macclesfield with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Macclesfield
Contract job vacancies with a requirement for process and methodology skills 29 47 41
As % of all contract IT job vacancies advertised in Macclesfield 87.88% 92.16% 89.13%
Number of daily rates quoted 25 20 15
Median daily rate £450 £498 £425
Median daily rate % change year-on-year -9.54% +17.05%  
90% offered a daily rate of more than £400 £388 £400
10% offered a daily rate of more than £550 £575 £450
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 0 5 1
Median hourly rate - £13.00 £12.42
Median hourly rate % change year-on-year - +4.66%  
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

Data Modelling
Job Vacancy Trend in Macclesfield

The job posting trend of jobs advertised in Macclesfield citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 30 March 2017.

Contractor daily rate histogram for Data Modelling in Macclesfield

For the 6 months to 30 March 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 13 (100.00%) Finance
2 10 (76.92%) Agile Software Development
3 8 (61.54%) Scrum
4 6 (46.15%) Data Mart
4 6 (46.15%) ETL
4 6 (46.15%) Star Schema
4 6 (46.15%) Hyperion
4 6 (46.15%) ERwin
4 6 (46.15%) Oracle BI EE
4 6 (46.15%) Talend Open Studio
4 6 (46.15%) Amazon AWS
4 6 (46.15%) Talend
4 6 (46.15%) Amazon Redshift
5 5 (38.46%) Performance Tuning
5 5 (38.46%) Performance Monitoring
6 4 (30.77%) Relational Database
6 4 (30.77%) Mentoring
6 4 (30.77%) Analytics
6 4 (30.77%) Performance Management
6 4 (30.77%) MDX
6 4 (30.77%) Oracle OLAP
6 4 (30.77%) IDERA
6 4 (30.77%) Oracle Reports
6 4 (30.77%) Oracle
6 4 (30.77%) OLAP
6 4 (30.77%) Essbase
6 4 (30.77%) Pharmaceutical
7 3 (23.08%) Dashboard Development
7 3 (23.08%) Data Analysis
7 3 (23.08%) Degree

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:

Cloud Services
1 6 (46.15%) Amazon AWS
Database & Business Intelligence
1 6 (46.15%) Amazon Redshift
1 6 (46.15%) Data Mart
1 6 (46.15%) Oracle BI EE
1 6 (46.15%) Star Schema
2 4 (30.77%) Essbase
2 4 (30.77%) OLAP
2 4 (30.77%) Oracle OLAP
2 4 (30.77%) Oracle Reports
2 4 (30.77%) Relational Database
3 2 (15.38%) Data Warehouse
4 1 (7.69%) PostgreSQL
Development Applications
1 6 (46.15%) ERwin
1 6 (46.15%) Talend Open Studio
General
1 13 (100.00%) Finance
2 4 (30.77%) Pharmaceutical
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) OBIEE Developer
3 3 (23.08%) Analyst
4 2 (15.38%) Redshift Developer
5 1 (7.69%) Architect
5 1 (7.69%) AWS Developer
5 1 (7.69%) Business Analyst
5 1 (7.69%) Data Analyst
5 1 (7.69%) Data Architect
5 1 (7.69%) Data Modeller
5 1 (7.69%) Finance Systems Analyst
5 1 (7.69%) Financial Analyst
5 1 (7.69%) Hyperion Developer
5 1 (7.69%) Senior Developer
5 1 (7.69%) Senior OBIEE Developer
5 1 (7.69%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (30.77%) MDX
2 1 (7.69%) Web Services
Miscellaneous
1 2 (15.38%) Management Information System
Processes & Methodologies
1 10 (76.92%) Agile Software Development
2 8 (61.54%) Scrum
3 6 (46.15%) ETL
4 5 (38.46%) Performance Monitoring
4 5 (38.46%) Performance Tuning
5 4 (30.77%) Analytics
5 4 (30.77%) Mentoring
5 4 (30.77%) Performance Management
6 3 (23.08%) Dashboard Development
6 3 (23.08%) Data Analysis
7 2 (15.38%) Budgeting and Forecasting
7 2 (15.38%) Conceptual Models
7 2 (15.38%) ETL Development
7 2 (15.38%) Stakeholder Management
7 2 (15.38%) TOGAF
8 1 (7.69%) Business Analysis
8 1 (7.69%) Data Management
8 1 (7.69%) Master Data Management
8 1 (7.69%) Planning and Forecasting
8 1 (7.69%) Translating Business Requirements
Programming Languages
1 1 (7.69%) SQL
Qualifications
1 3 (23.08%) Degree
Vendors
1 6 (46.15%) Hyperion
1 6 (46.15%) Talend
2 4 (30.77%) IDERA
2 4 (30.77%) Oracle
3 2 (15.38%) SAP
4 1 (7.69%) Embarcadero