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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 36 56 59
Rank change year-on-year
+20 +3
Contract jobs citing Data Modelling 22 17 11
As % of all contract IT jobs located in Cheshire 3.31% 1.70% 1.46%
As % of the Processes & Methodologies category 3.95% 2.12% 1.78%
Number of daily rates quoted 16 8 7
Median daily rate £600 £425 £375
Median daily rate % change year-on-year
+41.17% +13.33%
90% offered a daily rate of more than £488 £284 £353
10% offered a daily rate of more than £675 £483 £455
UK excluding London median daily rate £450 £425 £440
% change year-on-year
+5.88% -3.40%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
557 803 618
As % of all contract IT jobs located in Cheshire 83.76% 80.30% 81.85%
Number of daily rates quoted 431 559 318
Median daily rate £415 £450 £400
Median daily rate % change year-on-year
-7.77% +12.50%
90% offered a daily rate of more than £300 £300 £250
10% offered a daily rate of more than £650 £650 £515
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 16 27 38
Median hourly rate £19.64 £18.00 £28.00
Median hourly rate % change year-on-year
+9.12% -35.71%
90% offered a hourly rate of more than £14.85 £13.00 £13.50
10% offered a hourly rate of more than £42.50 £25.50 £45.00
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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 5 December 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 5 December 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
Warrington +3 9 £650 +103.92% 1
Macclesfield +3 5 £500 +5.26% 2
Chester - 3 £600 - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 5 December 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 25 (51.02%) Agile Software Development
2 22 (44.90%) ETL
3 20 (40.82%) Data Warehouse
4 19 (38.78%) Finance
5 18 (36.73%) Talend Open Studio
5 18 (36.73%) Talend
6 16 (32.65%) SQL
7 15 (30.61%) Oracle
8 14 (28.57%) Analytics
8 14 (28.57%) Relational Database
9 13 (26.53%) Scrum
10 12 (24.49%) Amazon AWS
11 11 (22.45%) Oracle BI EE
11 11 (22.45%) Data Mart
11 11 (22.45%) MDX
11 11 (22.45%) Essbase
11 11 (22.45%) ERwin
11 11 (22.45%) Hyperion
11 11 (22.45%) Amazon Redshift
11 11 (22.45%) Performance Tuning
12 10 (20.41%) Data Governance
12 10 (20.41%) Performance Management
13 9 (18.37%) Data Management
13 9 (18.37%) Star Schema
13 9 (18.37%) OLAP
13 9 (18.37%) Performance Monitoring
13 9 (18.37%) Logical Data Model
14 8 (16.33%) Physical Data Model
14 8 (16.33%) Analytical Skills
14 8 (16.33%) Oracle OLAP

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 3 (6.12%) SAS
Business Applications
1 1 (2.04%) Salesforce.com CRM
Cloud Services
1 12 (24.49%) Amazon AWS
Database & Business Intelligence
1 20 (40.82%) Data Warehouse
2 14 (28.57%) Relational Database
3 11 (22.45%) Amazon Redshift
3 11 (22.45%) Data Mart
3 11 (22.45%) Essbase
3 11 (22.45%) Oracle BI EE
4 9 (18.37%) OLAP
4 9 (18.37%) Star Schema
5 8 (16.33%) Oracle OLAP
6 6 (12.24%) Hadoop
6 6 (12.24%) MongoDB
6 6 (12.24%) Oracle Reports
7 5 (10.20%) Apache Hive
7 5 (10.20%) HBase
7 5 (10.20%) PostgreSQL
7 5 (10.20%) SQL Server
8 4 (8.16%) Big Data
9 2 (4.08%) SQL Server Analysis Services
9 2 (4.08%) SQL Server Integration Services
9 2 (4.08%) SQL Server Reporting Services
Development Applications
1 18 (36.73%) Talend Open Studio
2 11 (22.45%) ERwin
3 2 (4.08%) JUnit
4 1 (2.04%) Eclipse
4 1 (2.04%) Git (software)
4 1 (2.04%) Gradle
4 1 (2.04%) IntelliJ
4 1 (2.04%) Jenkins
4 1 (2.04%) JProfiler
4 1 (2.04%) Maven
4 1 (2.04%) SonarQube
General
1 19 (38.78%) Finance
2 6 (12.24%) Pharmaceutical
3 4 (8.16%) Banking
4 3 (6.12%) Retail
5 2 (4.08%) Advertising
6 1 (2.04%) Manufacturing
Job Titles
1 15 (30.61%) Architect
2 14 (28.57%) Developer
3 13 (26.53%) Data Architect
4 9 (18.37%) OBIEE Developer
5 7 (14.29%) Hyperion Developer
6 6 (12.24%) Data Modeller
6 6 (12.24%) Designer
6 6 (12.24%) Senior Designer
7 5 (10.20%) Consultant
7 5 (10.20%) Principal Architect
8 4 (8.16%) DBA
8 4 (8.16%) Domain Architect
8 4 (8.16%) OBIEE Consultant
8 4 (8.16%) Principal Data Architect
9 3 (6.12%) Hyperion Consultant
10 2 (4.08%) Analyst
10 2 (4.08%) Business Analyst
10 2 (4.08%) Essbase Developer
10 2 (4.08%) Java Developer
10 2 (4.08%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (22.45%) MDX
2 3 (6.12%) REST
2 3 (6.12%) Web Services
3 2 (4.08%) Hibernate
3 2 (4.08%) Java EE
3 2 (4.08%) JPA
3 2 (4.08%) SOAP
3 2 (4.08%) Spring
4 1 (2.04%) Ajax
4 1 (2.04%) AngularJS
4 1 (2.04%) Backbone.js
4 1 (2.04%) Dropwizard
4 1 (2.04%) J2EE
4 1 (2.04%) jQuery
4 1 (2.04%) JSON
4 1 (2.04%) Spring Boot
4 1 (2.04%) Velocity
Miscellaneous
1 8 (16.33%) Analytical Skills
2 7 (14.29%) Ontologies
2 7 (14.29%) Taxonomies
3 5 (10.20%) Management Information System
4 4 (8.16%) Data Structures
5 2 (4.08%) Data Integration
5 2 (4.08%) User Experience
6 1 (2.04%) Mainframe
6 1 (2.04%) Visualisation
Operating Systems
1 1 (2.04%) zOS
Processes & Methodologies
1 25 (51.02%) Agile Software Development
2 22 (44.90%) ETL
3 14 (28.57%) Analytics
4 13 (26.53%) Scrum
5 11 (22.45%) Performance Tuning
6 10 (20.41%) Data Governance
6 10 (20.41%) Performance Management
7 9 (18.37%) Data Management
7 9 (18.37%) Logical Data Model
7 9 (18.37%) Performance Monitoring
8 8 (16.33%) Physical Data Model
9 7 (14.29%) E-Commerce
9 7 (14.29%) Mentoring
9 7 (14.29%) TOGAF
10 6 (12.24%) Business Intelligence
10 6 (12.24%) Data Acquisition
10 6 (12.24%) Data Architecture
11 5 (10.20%) Data Analysis
11 5 (10.20%) Open Source
12 4 (8.16%) Stakeholder Management
Programming Languages
1 16 (32.65%) SQL
2 3 (6.12%) Java
3 2 (4.08%) T-SQL
4 1 (2.04%) JavaScript
4 1 (2.04%) PL/SQL
4 1 (2.04%) VBA
Qualifications
1 1 (2.04%) BPSS Clearance
Quality Assurance & Compliance
1 3 (6.12%) Data Quality
Vendors
1 18 (36.73%) Talend
2 15 (30.61%) Oracle
3 11 (22.45%) Hyperion
4 6 (12.24%) Ab Initio
4 6 (12.24%) Informatica
5 3 (6.12%) IDERA
5 3 (6.12%) Microsoft
6 2 (4.08%) Teradata
7 1 (2.04%) IBM
7 1 (2.04%) Perforce
7 1 (2.04%) Salesforce.com
7 1 (2.04%) Tableau
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £550.00 - £600.00 per day
Posted: 3 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £600.00 per day
Posted: 4 days ago