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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 12 February 2016 with a comparison to the same period in 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.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 58 44 48
Rank change year-on-year
-14 +4
Contract jobs citing Data Modelling 17 25 30
As % of all contract IT jobs located in Cheshire 1.80% 3.24% 3.32%
As % of the Processes & Methodologies category 2.21% 4.07% 4.23%
Number of daily rates quoted 8 17 19
Average daily rate £323 £425 £390
Average daily rate % change year-on-year
-24.11% +8.97%
90% offered a daily rate of more than £296 £321 £350
10% offered a daily rate of more than £370 £555 £565
UK excluding London average daily rate £431 £425 £400
% change year-on-year
+1.47% +6.25%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £36.50
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
769 614 710
As % of all contract IT jobs located in Cheshire 81.46% 79.64% 78.63%
Number of daily rates quoted 495 377 351
Average daily rate £425 £388 £375
Average daily rate % change year-on-year
+9.67% +3.33%
90% offered a daily rate of more than £283 £275 £251
10% offered a daily rate of more than £625 £530 £565
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 27 31 46
Average hourly rate £22.50 £36.00 £35.00
Average hourly rate % change year-on-year
-37.50% +2.85%
90% offered a hourly rate of more than £13.00 £14.67 £17.15
10% offered a hourly rate of more than £50.00 £45.00 £46.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Modelling
Jobs Demand Trend in Cheshire

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Cheshire region as a proportion of the total demand within 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 12 February 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 average contractor rates quoted in IT jobs citing Data Modelling within the Cheshire region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warrington -13 6 £320 -11.72%
Macclesfield - 4 £388 -
Alderley Edge - 2 - -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 12 February 2016, IT contractor jobs across the Cheshire region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 15 (51.72%) SQL
2 11 (37.93%) SQL Server Integration Services
3 10 (34.48%) ETL
4 9 (31.03%) Business Intelligence
5 8 (27.59%) Data Warehouse
5 8 (27.59%) T-SQL
5 8 (27.59%) SQL Server Reporting Services
6 6 (20.69%) Data Quality
6 6 (20.69%) Workflow
6 6 (20.69%) Finance
6 6 (20.69%) Migration
6 6 (20.69%) Analytical Skills
7 4 (13.79%) Change Management
7 4 (13.79%) Teradata
7 4 (13.79%) Oracle
7 4 (13.79%) SAP
7 4 (13.79%) CRM
7 4 (13.79%) Cognos
7 4 (13.79%) Data Governance
7 4 (13.79%) Data Structures
8 3 (10.34%) Coaching
8 3 (10.34%) Translating Business Requirements
8 3 (10.34%) Star Schema
8 3 (10.34%) Unix
8 3 (10.34%) OO
8 3 (10.34%) SQL Server
8 3 (10.34%) Project Management
8 3 (10.34%) Pharmaceutical
8 3 (10.34%) Management Information System
8 3 (10.34%) Agile Software Development

Data Modelling
Top Related IT Skills in Cheshire by Category

For the 6 months to 12 February 2016, IT contractor jobs across the Cheshire region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 1 (3.45%) Oracle Workflow
1 1 (3.45%) SharePoint
Applications
1 1 (3.45%) MS Excel
1 1 (3.45%) MS Office
1 1 (3.45%) MS Project
1 1 (3.45%) MS Visio
Cloud Services
1 2 (6.90%) SaaS
1 2 (6.90%) Taleo
Database & Business Intelligence
1 11 (37.93%) SQL Server Integration Services
2 8 (27.59%) Data Warehouse
2 8 (27.59%) SQL Server Reporting Services
3 3 (10.34%) SQL Server
3 3 (10.34%) Star Schema
4 2 (6.90%) Cognos Impromptu
4 2 (6.90%) Cognos Powerplay
4 2 (6.90%) Cognos Transformer
4 2 (6.90%) DTS
4 2 (6.90%) Enterprise Data Warehouse
4 2 (6.90%) Oracle BI EE
4 2 (6.90%) Relational Database
4 2 (6.90%) ReportNet
4 2 (6.90%) SQL Server 2008
4 2 (6.90%) SQL Server Analysis Services
5 1 (3.45%) Big Data
5 1 (3.45%) Data Mining
5 1 (3.45%) Hadoop
5 1 (3.45%) MongoDB
5 1 (3.45%) Oracle Database
Development Applications
1 2 (6.90%) Talend Open Studio
General
1 6 (20.69%) Finance
2 3 (10.34%) Banking
2 3 (10.34%) Pharmaceutical
2 3 (10.34%) Retail
3 2 (6.90%) Manufacturing
4 1 (3.45%) Advertising
4 1 (3.45%) Legal
Job Titles
1 13 (44.83%) Developer
2 11 (37.93%) Analyst
3 6 (20.69%) Business Analyst
4 5 (17.24%) Business Intelligence Developer
5 4 (13.79%) SQL Developer
6 3 (10.34%) Data Modeller
6 3 (10.34%) Senior Developer
7 2 (6.90%) Analyst Developer
7 2 (6.90%) Architect
7 2 (6.90%) Business IT Analyst
7 2 (6.90%) Cognos Developer
7 2 (6.90%) Data Analyst
7 2 (6.90%) ETL Developer
7 2 (6.90%) Integration Architect
7 2 (6.90%) IT Business Analyst
7 2 (6.90%) Senior Analyst
7 2 (6.90%) Senior Analyst Developer
7 2 (6.90%) Senior Cognos Developer
7 2 (6.90%) SQL BI Developer
7 2 (6.90%) Teradata Developer
Libraries, Frameworks & Software Standards
1 2 (6.90%) .NET
1 2 (6.90%) ASP.NET
1 2 (6.90%) XML
2 1 (3.45%) JSON
2 1 (3.45%) RESTful
2 1 (3.45%) SOAP
2 1 (3.45%) XML Schema
2 1 (3.45%) XSD
Miscellaneous
1 6 (20.69%) Analytical Skills
2 4 (13.79%) Data Structures
3 3 (10.34%) Management Information System
4 2 (6.90%) Data Extraction
4 2 (6.90%) Life Science
5 1 (3.45%) Data Integration
5 1 (3.45%) Reference Data
Operating Systems
1 3 (10.34%) Unix
Processes & Methodologies
1 10 (34.48%) ETL
2 9 (31.03%) Business Intelligence
3 6 (20.69%) Migration
3 6 (20.69%) Workflow
4 4 (13.79%) Change Management
4 4 (13.79%) CRM
4 4 (13.79%) Data Governance
5 3 (10.34%) Agile Software Development
5 3 (10.34%) Coaching
5 3 (10.34%) Data Management
5 3 (10.34%) Data Transformation
5 3 (10.34%) Incident Management
5 3 (10.34%) OO
5 3 (10.34%) Project Management
5 3 (10.34%) Requirements Analysis
5 3 (10.34%) Translating Business Requirements
6 2 (6.90%) Data Privacy
6 2 (6.90%) Defect Management
6 2 (6.90%) Physical Data Model
6 2 (6.90%) Regression Testing
Programming Languages
1 15 (51.72%) SQL
2 8 (27.59%) T-SQL
3 2 (6.90%) PL/SQL
3 2 (6.90%) VB
Qualifications
1 3 (10.34%) Degree
Quality Assurance & Compliance
1 6 (20.69%) Data Quality
System Software
1 1 (3.45%) Tivoli Workload Scheduler
Systems Management
1 1 (3.45%) Tivoli
Vendors
1 4 (13.79%) Cognos
1 4 (13.79%) Oracle
1 4 (13.79%) SAP
1 4 (13.79%) Teradata
2 2 (6.90%) Informatica
2 2 (6.90%) Microsoft
2 2 (6.90%) Talend
3 1 (3.45%) Ab Initio
3 1 (3.45%) Actuate
3 1 (3.45%) MicroStrategy
3 1 (3.45%) Software AG
3 1 (3.45%) Sybase
3 1 (3.45%) Tableau