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 July 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 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 47 60 47
Rank change year-on-year
+13 -13
Contract jobs citing Data Modelling 21 10 22
As % of all contract IT jobs located in Cheshire 2.72% 1.09% 2.86%
As % of the Processes & Methodologies category 3.26% 1.30% 3.75%
Number of daily rates quoted 17 6 15
Median daily rate £388 £519 £375
Median daily rate % change year-on-year
-25.30% +38.33%
90% offered a daily rate of more than £340 £346 £263
10% offered a daily rate of more than £510 £653 £500
UK excluding London median daily rate £423 £420 £400
% change year-on-year
+0.59% +5.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.50 -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
645 767 586
As % of all contract IT jobs located in Cheshire 83.55% 83.64% 76.20%
Number of daily rates quoted 448 458 312
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £300 £245
10% offered a daily rate of more than £550 £575 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 6 29 25
Median hourly rate £62.50 £27.50 £35.00
Median hourly rate % change year-on-year
+127.27% -21.42%
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

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 July 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 July 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 +2 6 £425 -33.07%
Macclesfield - 4 £513 -
Chester -6 1 £438 +56.81% 2
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 July 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 35 (68.63%) Agile Software Development
2 31 (60.78%) Talend Open Studio
2 31 (60.78%) ETL
2 31 (60.78%) Talend
3 21 (41.18%) Finance
4 19 (37.25%) Amazon AWS
5 18 (35.29%) Continuous Integration
5 18 (35.29%) Data Integration
6 17 (33.33%) Pharmaceutical
6 17 (33.33%) Amazon Redshift
7 16 (31.37%) Scrum
8 15 (29.41%) SOA
8 15 (29.41%) Star Schema
8 15 (29.41%) ERwin
8 15 (29.41%) Oracle
9 14 (27.45%) MySQL
9 14 (27.45%) SQL
9 14 (27.45%) Mentoring
10 13 (25.49%) Java
10 13 (25.49%) SAP
10 13 (25.49%) PostgreSQL
11 12 (23.53%) Automated Testing
12 11 (21.57%) Amazon S3
12 11 (21.57%) Amazon Kinesis
12 11 (21.57%) Docker
12 11 (21.57%) AWS Elastic Beanstalk
13 9 (17.65%) Analytics
14 8 (15.69%) Relational Database
14 8 (15.69%) Business Intelligence
14 8 (15.69%) Salesforce.com

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 (1.96%) SAS
Business Applications
1 7 (13.73%) SAP MDM
2 1 (1.96%) Salesforce.com CRM
Cloud Services
1 19 (37.25%) Amazon AWS
2 11 (21.57%) Amazon Kinesis
2 11 (21.57%) Amazon S3
2 11 (21.57%) AWS Elastic Beanstalk
3 7 (13.73%) Veeva
Database & Business Intelligence
1 17 (33.33%) Amazon Redshift
2 15 (29.41%) Star Schema
3 14 (27.45%) MySQL
4 13 (25.49%) PostgreSQL
5 8 (15.69%) Relational Database
5 8 (15.69%) SQL Server
6 7 (13.73%) Data Warehouse
7 6 (11.76%) Data Mart
7 6 (11.76%) Essbase
7 6 (11.76%) Oracle BI EE
8 4 (7.84%) OLAP
8 4 (7.84%) Oracle OLAP
9 3 (5.88%) SQL Server Integration Services
10 2 (3.92%) MongoDB
10 2 (3.92%) Oracle Reports
10 2 (3.92%) Redis
10 2 (3.92%) SQL Server 2008
10 2 (3.92%) SQL Server Analysis Services
10 2 (3.92%) SQL Server Reporting Services
11 1 (1.96%) Enterprise Data Warehouse
Development Applications
1 31 (60.78%) Talend Open Studio
2 15 (29.41%) ERwin
3 3 (5.88%) JIRA
General
1 21 (41.18%) Finance
2 17 (33.33%) Pharmaceutical
3 3 (5.88%) Banking
4 2 (3.92%) Advertising
5 1 (1.96%) Corporate Banking
5 1 (1.96%) Law
Job Titles
1 26 (50.98%) Developer
2 14 (27.45%) ETL Developer
3 12 (23.53%) Senior Developer
4 11 (21.57%) Analyst
4 11 (21.57%) Senior ETL Developer
5 8 (15.69%) Business Analyst
5 8 (15.69%) Talend Developer
6 7 (13.73%) Consultant
7 5 (9.80%) Data Modeller
7 5 (9.80%) Database Developer
7 5 (9.80%) Hyperion Developer
7 5 (9.80%) OBIEE Developer
8 4 (7.84%) Architect
8 4 (7.84%) Designer
8 4 (7.84%) OBIEE Consultant
8 4 (7.84%) Senior Database Developer
8 4 (7.84%) Senior Designer
9 3 (5.88%) Data Analyst
9 3 (5.88%) Hyperion Consultant
10 2 (3.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (11.76%) MDX
2 3 (5.88%) XML
3 2 (3.92%) Dropwizard
3 2 (3.92%) J2EE
3 2 (3.92%) JSON
3 2 (3.92%) REST
3 2 (3.92%) RESTful
3 2 (3.92%) SOAP
3 2 (3.92%) XML Schema
4 1 (1.96%) Web Services
Miscellaneous
1 18 (35.29%) Data Integration
2 6 (11.76%) Management Information System
3 5 (9.80%) Data Structures
4 3 (5.88%) Analytical Skills
4 3 (5.88%) Informatics
4 3 (5.88%) Life Science
5 1 (1.96%) Computer Science
5 1 (1.96%) Credit Risk
5 1 (1.96%) Mainframe
5 1 (1.96%) Taxonomies
5 1 (1.96%) Visualisation
Operating Systems
1 1 (1.96%) zOS
Processes & Methodologies
1 35 (68.63%) Agile Software Development
2 31 (60.78%) ETL
3 18 (35.29%) Continuous Integration
4 16 (31.37%) Scrum
5 15 (29.41%) SOA
6 14 (27.45%) Mentoring
7 12 (23.53%) Automated Testing
8 9 (17.65%) Analytics
9 8 (15.69%) Business Intelligence
10 7 (13.73%) DRM
11 6 (11.76%) E-Commerce
11 6 (11.76%) Performance Management
12 5 (9.80%) Data Analysis
13 4 (7.84%) Budgeting and Forecasting
13 4 (7.84%) Performance Monitoring
13 4 (7.84%) Performance Tuning
13 4 (7.84%) Reverse Engineering
13 4 (7.84%) TOGAF
13 4 (7.84%) User Stories
14 3 (5.88%) Visual Analytics
Programming Languages
1 14 (27.45%) SQL
2 13 (25.49%) Java
3 2 (3.92%) T-SQL
4 1 (1.96%) C++
4 1 (1.96%) JavaScript
4 1 (1.96%) PL/SQL
4 1 (1.96%) Python
Qualifications
1 2 (3.92%) Degree
2 1 (1.96%) BPSS Clearance
2 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 4 (7.84%) Data Quality
2 1 (1.96%) Disclosure Scotland
System Software
1 11 (21.57%) Docker
Vendors
1 31 (60.78%) Talend
2 15 (29.41%) Oracle
3 13 (25.49%) SAP
4 8 (15.69%) Salesforce.com
5 7 (13.73%) Concur
5 7 (13.73%) Infor
6 6 (11.76%) Hyperion
7 4 (7.84%) Ab Initio
7 4 (7.84%) Informatica
8 2 (3.92%) Microsoft
8 2 (3.92%) Software AG
9 1 (1.96%) IBM
9 1 (1.96%) Tableau
9 1 (1.96%) Teradata