The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Macclesfield region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 12 - -
Rank change year-on-year
- 0
Contract jobs citing Data Modelling 5 0 0
As % of all contract IT jobs located in Macclesfield 10.64% - -
As % of the Processes & Methodologies category 11.11% - -
Number of daily rates quoted 3 0 0
Median daily rate £488 - -
UK excluding London median daily rate £438 £423 £400
% change year-on-year
+3.55% +5.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
Data Modelling
Cheshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Macclesfield region.

Processes & Methodologies Category
Macclesfield
Contract IT job ads with a match in the
Processes & Methodologies category
45 60 18
As % of all contract IT jobs located in Macclesfield 95.74% 82.19% 56.25%
Number of daily rates quoted 16 17 8
Median daily rate £410 £401 £375
Median daily rate % change year-on-year
+2.37% +6.80%
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £17.50
UK excluding London median hourly rate £28.50 £30.00 £29.50
% change year-on-year
-5.00% +1.69%

Data Modelling
Jobs Demand Trend in Macclesfield

The demand trend of contract jobs across the Macclesfield region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Macclesfield

Data Modelling
Daily Rate Trend in Macclesfield

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

Data Modelling Daily Rate Trend in Macclesfield

Data Modelling
Daily Rate Histogram in Macclesfield

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Macclesfield region over the 3 months to 25 June 2016.

Data Modelling Daily Rate Histogram in Macclesfield

Data Modelling
Top 30 Related IT Skills in Macclesfield

For the 6 months to 25 June 2016, 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 11 (91.67%) Agile Software Development
2 9 (75.00%) Amazon AWS
2 9 (75.00%) Talend Open Studio
2 9 (75.00%) Talend
2 9 (75.00%) ETL
2 9 (75.00%) Star Schema
2 9 (75.00%) ERwin
2 9 (75.00%) Scrum
2 9 (75.00%) Amazon Redshift
2 9 (75.00%) Mentoring
3 8 (66.67%) Finance
3 8 (66.67%) Pharmaceutical
4 7 (58.33%) SOA
4 7 (58.33%) Java
4 7 (58.33%) MySQL
4 7 (58.33%) PostgreSQL
4 7 (58.33%) Amazon S3
4 7 (58.33%) Data Integration
4 7 (58.33%) Automated Testing
4 7 (58.33%) Continuous Integration
4 7 (58.33%) Amazon Kinesis
4 7 (58.33%) AWS Elastic Beanstalk
4 7 (58.33%) Docker
5 6 (50.00%) Oracle
6 5 (41.67%) SAP
6 5 (41.67%) Management Information System
7 4 (33.33%) SAP MDM
7 4 (33.33%) Salesforce.com
7 4 (33.33%) DRM
7 4 (33.33%) Infor

Data Modelling
Top Related 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:

Business Applications
1 4 (33.33%) SAP MDM
Cloud Services
1 9 (75.00%) Amazon AWS
2 7 (58.33%) Amazon Kinesis
2 7 (58.33%) Amazon S3
2 7 (58.33%) AWS Elastic Beanstalk
3 4 (33.33%) Veeva
Database & Business Intelligence
1 9 (75.00%) Amazon Redshift
1 9 (75.00%) Star Schema
2 7 (58.33%) MySQL
2 7 (58.33%) PostgreSQL
3 2 (16.67%) Data Mart
3 2 (16.67%) Essbase
3 2 (16.67%) OLAP
3 2 (16.67%) Oracle BI EE
3 2 (16.67%) Oracle OLAP
3 2 (16.67%) Relational Database
4 1 (8.33%) Oracle Reports
Development Applications
1 9 (75.00%) ERwin
1 9 (75.00%) Talend Open Studio
2 2 (16.67%) JIRA
General
1 8 (66.67%) Finance
1 8 (66.67%) Pharmaceutical
Job Titles
1 8 (66.67%) Developer
2 7 (58.33%) Senior Developer
3 6 (50.00%) ETL Developer
3 6 (50.00%) Senior ETL Developer
4 4 (33.33%) Talend Developer
5 3 (25.00%) Analyst
5 3 (25.00%) Business Analyst
6 2 (16.67%) Consultant
6 2 (16.67%) Database Developer
6 2 (16.67%) OBIEE Consultant
6 2 (16.67%) Senior Database Developer
7 1 (8.33%) Business IT Analyst
7 1 (8.33%) Financial Analyst
7 1 (8.33%) Hyperion Consultant
7 1 (8.33%) Hyperion Developer
7 1 (8.33%) IT Business Analyst
7 1 (8.33%) IT Consultant
7 1 (8.33%) OBIEE Developer
7 1 (8.33%) Technical Analyst
7 1 (8.33%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 2 (16.67%) MDX
Miscellaneous
1 7 (58.33%) Data Integration
2 5 (41.67%) Management Information System
3 2 (16.67%) Informatics
3 2 (16.67%) Life Science
4 1 (8.33%) Computer Science
Processes & Methodologies
1 11 (91.67%) Agile Software Development
2 9 (75.00%) ETL
2 9 (75.00%) Mentoring
2 9 (75.00%) Scrum
3 7 (58.33%) Automated Testing
3 7 (58.33%) Continuous Integration
3 7 (58.33%) SOA
4 4 (33.33%) Analytics
4 4 (33.33%) Budgeting and Forecasting
4 4 (33.33%) DRM
5 2 (16.67%) Performance Management
5 2 (16.67%) Performance Monitoring
5 2 (16.67%) Performance Tuning
5 2 (16.67%) User Stories
5 2 (16.67%) Visual Analytics
6 1 (8.33%) Business Analysis
6 1 (8.33%) Business Transformation
6 1 (8.33%) Data Mapping
6 1 (8.33%) Requirements Management
6 1 (8.33%) Test Scripting
Programming Languages
1 7 (58.33%) Java
Qualifications
1 2 (16.67%) Degree
System Software
1 7 (58.33%) Docker
Vendors
1 9 (75.00%) Talend
2 6 (50.00%) Oracle
3 5 (41.67%) SAP
4 4 (33.33%) Concur
4 4 (33.33%) Infor
4 4 (33.33%) Salesforce.com
5 2 (16.67%) Hyperion