The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Cheshire 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 63 62 49
Rank change year-on-year
-1 -13
Contract jobs citing Data Modelling 18 16 18
As % of all contract IT jobs located in Cheshire 1.96% 1.61% 2.22%
As % of the Processes & Methodologies category 2.37% 1.96% 2.88%
Number of daily rates quoted 14 8 14
Median daily rate £399 £425 £388
Median daily rate % change year-on-year
-6.17% +9.67%
90% offered a daily rate of more than £333 £372 £305
10% offered a daily rate of more than £525 £545 £500
UK excluding London median daily rate £438 £423 £400
% change year-on-year
+3.55% +5.62%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.50 -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
Data Modelling
North West

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

Processes & Methodologies Category
Cheshire
Contract IT job ads with a match in the
Processes & Methodologies category
760 815 624
As % of all contract IT jobs located in Cheshire 82.88% 81.91% 77.13%
Number of daily rates quoted 559 489 325
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £325 £300 £245
10% offered a daily rate of more than £600 £523 £540
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 6 32 27
Median hourly rate £62.50 £17.50 £35.00
Median hourly rate % change year-on-year
+257.14% -50.00%
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 Cheshire

The demand trend of contract jobs across the Cheshire 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 Cheshire

Data Modelling
Daily Rate Trend in Cheshire

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

Data Modelling Daily Rate Trend in Cheshire

Data Modelling
Daily Rate Histogram in Cheshire

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

Data Modelling Daily Rate Histogram in Cheshire

Data Modelling
Hourly Rate Trend in Cheshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Cheshire region.

Data Modelling Hourly Rate Trend in Cheshire

Data Modelling
Contract Job Locations in Cheshire

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 Cheshire region over the 3 months to 25 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Macclesfield - 5 £488 -
Warrington -13 2 £338 -20.58% 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

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 Cheshire region with a requirement for Data Modelling.

1 30 (71.43%) Agile Software Development
2 25 (59.52%) Talend Open Studio
2 25 (59.52%) Talend
2 25 (59.52%) ETL
3 19 (45.24%) Finance
4 18 (42.86%) Data Integration
4 18 (42.86%) Continuous Integration
5 16 (38.10%) Amazon AWS
5 16 (38.10%) Pharmaceutical
6 15 (35.71%) SOA
6 15 (35.71%) Amazon Redshift
7 14 (33.33%) Star Schema
7 14 (33.33%) MySQL
7 14 (33.33%) Scrum
8 13 (30.95%) PostgreSQL
8 13 (30.95%) SAP
8 13 (30.95%) ERwin
8 13 (30.95%) Mentoring
9 12 (28.57%) Oracle
9 12 (28.57%) Java
9 12 (28.57%) Automated Testing
10 11 (26.19%) Amazon S3
10 11 (26.19%) Docker
10 11 (26.19%) Amazon Kinesis
10 11 (26.19%) AWS Elastic Beanstalk
11 9 (21.43%) Business Intelligence
12 8 (19.05%) SQL
12 8 (19.05%) Salesforce.com
13 7 (16.67%) Analytics
13 7 (16.67%) Veeva

Data Modelling
Top Related IT Skills in Cheshire 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 (2.38%) SAS
Business Applications
1 7 (16.67%) SAP MDM
2 1 (2.38%) Salesforce.com CRM
Cloud Services
1 16 (38.10%) Amazon AWS
2 11 (26.19%) Amazon Kinesis
2 11 (26.19%) Amazon S3
2 11 (26.19%) AWS Elastic Beanstalk
3 7 (16.67%) Veeva
Database & Business Intelligence
1 15 (35.71%) Amazon Redshift
2 14 (33.33%) MySQL
2 14 (33.33%) Star Schema
3 13 (30.95%) PostgreSQL
4 5 (11.90%) SQL Server
5 4 (9.52%) Data Mart
5 4 (9.52%) Essbase
5 4 (9.52%) Oracle BI EE
5 4 (9.52%) SQL Server Integration Services
6 3 (7.14%) Data Warehouse
6 3 (7.14%) Relational Database
7 2 (4.76%) Data Mining
7 2 (4.76%) OLAP
7 2 (4.76%) Oracle OLAP
7 2 (4.76%) SQL Server 2008
7 2 (4.76%) SQL Server Analysis Services
7 2 (4.76%) SQL Server Reporting Services
8 1 (2.38%) Hadoop
8 1 (2.38%) MongoDB
8 1 (2.38%) Redis
Development Applications
1 25 (59.52%) Talend Open Studio
2 13 (30.95%) ERwin
3 3 (7.14%) JIRA
General
1 19 (45.24%) Finance
2 16 (38.10%) Pharmaceutical
3 3 (7.14%) Banking
4 2 (4.76%) Advertising
5 1 (2.38%) Corporate Banking
5 1 (2.38%) Law
Job Titles
1 25 (59.52%) Developer
2 14 (33.33%) ETL Developer
3 12 (28.57%) Analyst
3 12 (28.57%) Senior Developer
4 11 (26.19%) Senior ETL Developer
5 8 (19.05%) Business Analyst
5 8 (19.05%) Talend Developer
6 6 (14.29%) Consultant
7 5 (11.90%) Database Developer
8 4 (9.52%) Data Analyst
8 4 (9.52%) OBIEE Consultant
8 4 (9.52%) Senior Database Developer
9 3 (7.14%) Architect
9 3 (7.14%) Business Intelligence Developer
9 3 (7.14%) Hyperion Consultant
9 3 (7.14%) Hyperion Developer
9 3 (7.14%) OBIEE Developer
9 3 (7.14%) SQL Developer
9 3 (7.14%) SSIS Developer
10 2 (4.76%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (9.52%) MDX
2 3 (7.14%) XML
3 2 (4.76%) JSON
3 2 (4.76%) RESTful
3 2 (4.76%) SOAP
3 2 (4.76%) XML Schema
4 1 (2.38%) Dropwizard
4 1 (2.38%) J2EE
4 1 (2.38%) REST
4 1 (2.38%) Web Services
Miscellaneous
1 18 (42.86%) Data Integration
2 5 (11.90%) Management Information System
3 3 (7.14%) Analytical Skills
3 3 (7.14%) Informatics
3 3 (7.14%) Life Science
4 2 (4.76%) Data Structures
5 1 (2.38%) Computer Science
5 1 (2.38%) Credit Risk
5 1 (2.38%) Data Extraction
5 1 (2.38%) Mainframe
5 1 (2.38%) Taxonomies
5 1 (2.38%) Visualisation
Operating Systems
1 1 (2.38%) zOS
Processes & Methodologies
1 30 (71.43%) Agile Software Development
2 25 (59.52%) ETL
3 18 (42.86%) Continuous Integration
4 15 (35.71%) SOA
5 14 (33.33%) Scrum
6 13 (30.95%) Mentoring
7 12 (28.57%) Automated Testing
8 9 (21.43%) Business Intelligence
9 7 (16.67%) Analytics
9 7 (16.67%) DRM
10 4 (9.52%) Budgeting and Forecasting
10 4 (9.52%) Data Management
10 4 (9.52%) Performance Management
10 4 (9.52%) User Stories
11 3 (7.14%) Business Analysis
11 3 (7.14%) Data Mapping
11 3 (7.14%) Physical Data Model
11 3 (7.14%) Project Management
11 3 (7.14%) Visual Analytics
12 2 (4.76%) Logical Data Model
Programming Languages
1 12 (28.57%) Java
2 8 (19.05%) SQL
3 3 (7.14%) T-SQL
4 1 (2.38%) C++
4 1 (2.38%) JavaScript
4 1 (2.38%) Python
Qualifications
1 3 (7.14%) Degree
2 1 (2.38%) BPSS Clearance
2 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 5 (11.90%) Data Quality
2 1 (2.38%) Disclosure Scotland
System Software
1 11 (26.19%) Docker
Vendors
1 25 (59.52%) Talend
2 13 (30.95%) SAP
3 12 (28.57%) Oracle
4 8 (19.05%) Salesforce.com
5 7 (16.67%) Concur
5 7 (16.67%) Infor
6 4 (9.52%) Hyperion
7 2 (4.76%) Microsoft
7 2 (4.76%) Software AG
8 1 (2.38%) IBM
8 1 (2.38%) Teradata
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