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 19 January 2017 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
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
North West / Cheshire
Rank 36 57 38
Rank change year-on-year
+21 -19
Contract jobs citing Data Modelling 12 18 26
As % of all contract IT jobs located in Cheshire 2.48% 1.99% 3.60%
As % of the Processes & Methodologies category 3.15% 2.54% 4.45%
Number of daily rates quoted 9 9 20
Median daily rate £550 £320 £410
Median daily rate % change year-on-year
+71.87% -21.95%
90% offered a daily rate of more than £460 £285 £325
10% offered a daily rate of more than £600 £385 £533
UK excluding London median daily rate £450 £430 £440
% change year-on-year
+4.65% -2.27%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
381 710 584
As % of all contract IT jobs located in Cheshire 78.72% 78.63% 80.89%
Number of daily rates quoted 268 456 336
Median daily rate £410 £425 £388
Median daily rate % change year-on-year
-3.52% +9.67%
90% offered a daily rate of more than £240 £288 £275
10% offered a daily rate of more than £550 £650 £525
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 13 25 31
Median hourly rate £20.33 £22.50 £35.00
Median hourly rate % change year-on-year
-9.64% -35.71%
90% offered a hourly rate of more than £15.00 £13.00 £13.50
10% offered a hourly rate of more than £42.50 £35.00 £45.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 19 January 2017.

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 19 January 2017. 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 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 +3 7 £550 +41.93%
Chester - 2 £600 - 3
Runcorn - 1 - - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 19 January 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 Cheshire region with a requirement for Data Modelling.

1 19 (52.78%) Data Warehouse
2 17 (47.22%) Agile Software Development
3 16 (44.44%) Finance
3 16 (44.44%) ETL
4 11 (30.56%) Talend Open Studio
4 11 (30.56%) Talend
5 10 (27.78%) Data Governance
5 10 (27.78%) Scrum
6 9 (25.00%) SQL
6 9 (25.00%) Data Management
7 8 (22.22%) Analytics
7 8 (22.22%) Oracle
7 8 (22.22%) ERwin
7 8 (22.22%) Performance Tuning
7 8 (22.22%) Analytical Skills
7 8 (22.22%) Logical Data Model
8 7 (19.44%) Physical Data Model
8 7 (19.44%) Amazon Redshift
8 7 (19.44%) Star Schema
8 7 (19.44%) Amazon AWS
8 7 (19.44%) Data Mart
8 7 (19.44%) Taxonomies
8 7 (19.44%) Ontologies
8 7 (19.44%) Oracle BI EE
9 6 (16.67%) Hadoop
9 6 (16.67%) Data Architecture
9 6 (16.67%) PostgreSQL
9 6 (16.67%) Performance Monitoring
9 6 (16.67%) Relational Database
9 6 (16.67%) Data Acquisition

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 (8.33%) SAS
2 1 (2.78%) NetWeaver
2 1 (2.78%) SharePoint Server
Cloud Services
1 7 (19.44%) Amazon AWS
Database & Business Intelligence
1 19 (52.78%) Data Warehouse
2 7 (19.44%) Amazon Redshift
2 7 (19.44%) Data Mart
2 7 (19.44%) Oracle BI EE
2 7 (19.44%) Star Schema
3 6 (16.67%) Hadoop
3 6 (16.67%) PostgreSQL
3 6 (16.67%) Relational Database
4 5 (13.89%) Apache Hive
4 5 (13.89%) Big Data
4 5 (13.89%) Essbase
4 5 (13.89%) HBase
4 5 (13.89%) MongoDB
4 5 (13.89%) OLAP
5 4 (11.11%) Oracle OLAP
5 4 (11.11%) Oracle Reports
6 2 (5.56%) RDBMS
6 2 (5.56%) SQL Server Integration Services
7 1 (2.78%) OLTP
7 1 (2.78%) SQL Server Analysis Services
Development Applications
1 11 (30.56%) Talend Open Studio
2 8 (22.22%) ERwin
3 2 (5.56%) JUnit
4 1 (2.78%) Eclipse
4 1 (2.78%) Git (software)
4 1 (2.78%) Gradle
4 1 (2.78%) IntelliJ
4 1 (2.78%) Jenkins
4 1 (2.78%) JProfiler
4 1 (2.78%) Maven
4 1 (2.78%) SonarQube
General
1 16 (44.44%) Finance
2 4 (11.11%) Banking
3 3 (8.33%) Pharmaceutical
3 3 (8.33%) Retail
4 1 (2.78%) Advertising
4 1 (2.78%) Manufacturing
Job Titles
1 14 (38.89%) Architect
2 13 (36.11%) Data Architect
3 10 (27.78%) Developer
4 5 (13.89%) Principal Architect
5 4 (11.11%) Domain Architect
5 4 (11.11%) OBIEE Developer
5 4 (11.11%) Principal Data Architect
6 3 (8.33%) Designer
6 3 (8.33%) Senior Designer
7 2 (5.56%) DBA
7 2 (5.56%) Enterprise Data Architect
7 2 (5.56%) Hyperion Developer
7 2 (5.56%) Java Developer
7 2 (5.56%) Solutions Architect
8 1 (2.78%) Data Modeller
8 1 (2.78%) Enterprise Architect
8 1 (2.78%) QA Tester
8 1 (2.78%) SAP BW Consultant
8 1 (2.78%) SAP Consultant
8 1 (2.78%) SAS Developer
Libraries, Frameworks & Software Standards
1 5 (13.89%) MDX
2 4 (11.11%) Web Services
3 2 (5.56%) Hibernate
3 2 (5.56%) Java EE
3 2 (5.56%) JPA
3 2 (5.56%) REST
3 2 (5.56%) SOAP
3 2 (5.56%) Spring
4 1 (2.78%) Ajax
4 1 (2.78%) AngularJS
4 1 (2.78%) Backbone.js
4 1 (2.78%) jQuery
4 1 (2.78%) JSON
4 1 (2.78%) Spring Boot
4 1 (2.78%) Velocity
Miscellaneous
1 8 (22.22%) Analytical Skills
2 7 (19.44%) Ontologies
2 7 (19.44%) Taxonomies
3 3 (8.33%) Management Information System
4 2 (5.56%) User Experience
5 1 (2.78%) Data Integration
5 1 (2.78%) Visualisation
Processes & Methodologies
1 17 (47.22%) Agile Software Development
2 16 (44.44%) ETL
3 10 (27.78%) Data Governance
3 10 (27.78%) Scrum
4 9 (25.00%) Data Management
5 8 (22.22%) Analytics
5 8 (22.22%) Logical Data Model
5 8 (22.22%) Performance Tuning
6 7 (19.44%) Physical Data Model
7 6 (16.67%) Data Acquisition
7 6 (16.67%) Data Architecture
7 6 (16.67%) Performance Monitoring
8 5 (13.89%) Open Source
9 4 (11.11%) Business Intelligence
9 4 (11.11%) Mentoring
9 4 (11.11%) Performance Management
9 4 (11.11%) Stakeholder Management
9 4 (11.11%) TOGAF
10 3 (8.33%) E-Commerce
10 3 (8.33%) Risk Management
Programming Languages
1 9 (25.00%) SQL
2 2 (5.56%) Java
2 2 (5.56%) T-SQL
3 1 (2.78%) ABAP
3 1 (2.78%) ANSI SQL
3 1 (2.78%) JavaScript
3 1 (2.78%) VBA
Qualifications
1 1 (2.78%) BPSS Clearance
1 1 (2.78%) SC Cleared
1 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
2 1 (2.78%) QA
Vendors
1 11 (30.56%) Talend
2 8 (22.22%) Oracle
3 5 (13.89%) Hyperion
4 4 (11.11%) IDERA
5 3 (8.33%) Ab Initio
5 3 (8.33%) Informatica
6 2 (5.56%) Microsoft
6 2 (5.56%) Teradata
7 1 (2.78%) Embarcadero
7 1 (2.78%) Google
7 1 (2.78%) Perforce
7 1 (2.78%) SAP
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