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 29 August 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
29 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 41 68 29
Rank change year-on-year
+27 -39
Contract jobs citing Data Modelling 27 10 44
As % of all contract IT jobs located in Cheshire 3.57% 0.94% 5.28%
As % of the Processes & Methodologies category 4.32% 1.11% 6.91%
Number of daily rates quoted 23 8 29
Median daily rate £388 £513 £375
Median daily rate % change year-on-year
-24.39% +36.66%
90% offered a daily rate of more than £330 £372 £263
10% offered a daily rate of more than £520 £646 £635
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
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
625 901 637
As % of all contract IT jobs located in Cheshire 82.56% 84.52% 76.38%
Number of daily rates quoted 428 584 344
Median daily rate £400 £425 £400
Median daily rate % change year-on-year
-5.88% +6.25%
90% offered a daily rate of more than £275 £324 £263
10% offered a daily rate of more than £525 £575 £550
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 11 29 34
Median hourly rate £21.05 £17.50 £31.50
Median hourly rate % change year-on-year
+20.25% -44.44%
90% offered a hourly rate of more than £14.86 £15.00 £14.00
10% offered a hourly rate of more than £39.00 £36.25 £45.00
UK excluding London median hourly rate £29.53 £32.54 £25.75
% change year-on-year
-9.26% +26.36%

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 29 August 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 29 August 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 +19 8 £425 -32.53%
Macclesfield - 5 £500 -
Chester -3 1 £438 +56.81% 3
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 29 August 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 32 (62.75%) Agile Software Development
2 30 (58.82%) ETL
3 29 (56.86%) Talend Open Studio
3 29 (56.86%) Talend
4 18 (35.29%) Finance
5 17 (33.33%) SQL
5 17 (33.33%) Amazon AWS
6 15 (29.41%) Amazon Redshift
7 14 (27.45%) Data Integration
7 14 (27.45%) Continuous Integration
7 14 (27.45%) Oracle
7 14 (27.45%) Scrum
8 13 (25.49%) Pharmaceutical
8 13 (25.49%) Star Schema
8 13 (25.49%) ERwin
9 12 (23.53%) Data Warehouse
9 12 (23.53%) Mentoring
10 11 (21.57%) Analytics
10 11 (21.57%) Continuous Deployment
10 11 (21.57%) SOA
10 11 (21.57%) MySQL
11 10 (19.61%) Java
11 10 (19.61%) PostgreSQL
12 9 (17.65%) Business Intelligence
12 9 (17.65%) Automated Testing
12 9 (17.65%) Relational Database
13 8 (15.69%) Docker
13 8 (15.69%) Amazon Kinesis
13 8 (15.69%) AWS Elastic Beanstalk
13 8 (15.69%) Amazon S3

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 4 (7.84%) SAP MDM
2 1 (1.96%) Salesforce.com CRM
Cloud Services
1 17 (33.33%) Amazon AWS
2 8 (15.69%) Amazon Kinesis
2 8 (15.69%) Amazon S3
2 8 (15.69%) AWS Elastic Beanstalk
3 4 (7.84%) Veeva
Database & Business Intelligence
1 15 (29.41%) Amazon Redshift
2 13 (25.49%) Star Schema
3 12 (23.53%) Data Warehouse
4 11 (21.57%) MySQL
5 10 (19.61%) PostgreSQL
6 9 (17.65%) Relational Database
7 7 (13.73%) Data Mart
7 7 (13.73%) Essbase
7 7 (13.73%) Oracle BI EE
7 7 (13.73%) SQL Server
8 5 (9.80%) OLAP
8 5 (9.80%) Oracle OLAP
9 3 (5.88%) Big Data
9 3 (5.88%) Oracle Reports
9 3 (5.88%) SQL Server Integration Services
10 2 (3.92%) Hadoop
10 2 (3.92%) MongoDB
10 2 (3.92%) Redis
10 2 (3.92%) SQL Server Analysis Services
10 2 (3.92%) SQL Server Reporting Services
Development Applications
1 29 (56.86%) Talend Open Studio
2 13 (25.49%) ERwin
3 3 (5.88%) JIRA
General
1 18 (35.29%) Finance
2 13 (25.49%) Pharmaceutical
3 5 (9.80%) Banking
4 2 (3.92%) Advertising
5 1 (1.96%) Corporate Banking
5 1 (1.96%) Law
5 1 (1.96%) Retail
Job Titles
1 23 (45.10%) Developer
2 10 (19.61%) ETL Developer
3 9 (17.65%) Analyst
4 8 (15.69%) Senior Developer
4 8 (15.69%) Talend Developer
5 7 (13.73%) Business Analyst
5 7 (13.73%) Consultant
5 7 (13.73%) Senior ETL Developer
6 6 (11.76%) Continuous Deployment Engineer
6 6 (11.76%) Designer
6 6 (11.76%) Hyperion Developer
6 6 (11.76%) OBIEE Developer
6 6 (11.76%) Senior Designer
7 5 (9.80%) Architect
7 5 (9.80%) Data Modeller
8 4 (7.84%) DBA
8 4 (7.84%) OBIEE Consultant
9 3 (5.88%) Business Intelligence Developer
9 3 (5.88%) Database Developer
9 3 (5.88%) Hyperion Consultant
Libraries, Frameworks & Software Standards
1 7 (13.73%) MDX
2 2 (3.92%) Dropwizard
2 2 (3.92%) J2EE
2 2 (3.92%) REST
2 2 (3.92%) XML
3 1 (1.96%) JSON
3 1 (1.96%) RESTful
3 1 (1.96%) SOAP
3 1 (1.96%) Web Services
3 1 (1.96%) XML Schema
Miscellaneous
1 14 (27.45%) Data Integration
2 5 (9.80%) Data Structures
3 4 (7.84%) Management Information System
4 3 (5.88%) Informatics
4 3 (5.88%) Life Science
5 2 (3.92%) Analytical Skills
6 1 (1.96%) Computer Science
6 1 (1.96%) Credit Risk
6 1 (1.96%) Mainframe
6 1 (1.96%) Taxonomies
6 1 (1.96%) Visualisation
Operating Systems
1 1 (1.96%) zOS
Processes & Methodologies
1 32 (62.75%) Agile Software Development
2 30 (58.82%) ETL
3 14 (27.45%) Continuous Integration
3 14 (27.45%) Scrum
4 12 (23.53%) Mentoring
5 11 (21.57%) Analytics
5 11 (21.57%) Continuous Deployment
5 11 (21.57%) SOA
6 9 (17.65%) Automated Testing
6 9 (17.65%) Business Intelligence
7 8 (15.69%) E-Commerce
8 7 (13.73%) Performance Management
8 7 (13.73%) Performance Tuning
9 5 (9.80%) Data Analysis
9 5 (9.80%) Performance Monitoring
9 5 (9.80%) TOGAF
10 4 (7.84%) Data Management
10 4 (7.84%) DRM
10 4 (7.84%) Reverse Engineering
10 4 (7.84%) User Stories
Programming Languages
1 17 (33.33%) SQL
2 10 (19.61%) 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
4 1 (1.96%) VBA
Qualifications
1 1 (1.96%) BPSS Clearance
1 1 (1.96%) Degree
1 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 3 (5.88%) Data Quality
2 1 (1.96%) Disclosure Scotland
System Software
1 8 (15.69%) Docker
Vendors
1 29 (56.86%) Talend
2 14 (27.45%) Oracle
3 8 (15.69%) SAP
4 7 (13.73%) Hyperion
5 6 (11.76%) Ab Initio
5 6 (11.76%) Informatica
6 5 (9.80%) Salesforce.com
7 4 (7.84%) Concur
7 4 (7.84%) Infor
8 3 (5.88%) Teradata
9 2 (3.92%) Microsoft
10 1 (1.96%) IBM
10 1 (1.96%) Software AG
10 1 (1.96%) Tableau
Runcorn, Cheshire
Laudale
Rate: From £575 to £625 per day
Posted: 5 days ago