The following table provides summary statistics for contract job vacancies advertised in Cheshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
North West / Cheshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 40 57 48
Rank change year-on-year +17 -9  
Contract jobs citing Data Modelling 15 23 25
As % of all contract IT jobs advertised in Cheshire 2.81% 2.34% 2.92%
As % of the Processes & Methodologies category 3.35% 2.79% 3.51%
Number of daily rates quoted 12 13 21
Median daily rate £400 £488 £500
Median daily rate % change year-on-year -17.94% -2.50%  
90% offered a daily rate of more than £310 £335 £420
10% offered a daily rate of more than £550 £535 £600
UK excluding London median daily rate £431 £450 £425
% change year-on-year -4.16% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cheshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cheshire
Contract job vacancies with a requirement for process and methodology skills 448 823 713
As % of all contract IT job vacancies advertised in Cheshire 83.90% 83.89% 83.39%
Number of daily rates quoted 318 521 455
Median daily rate £400 £425 £408
Median daily rate % change year-on-year -5.88% +4.29%  
90% offered a daily rate of more than £275 £300 £288
10% offered a daily rate of more than £525 £563 £590
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 19 26 35
Median hourly rate £42.48 £22.54 £35.00
Median hourly rate % change year-on-year +88.44% -35.60%  
90% offered a hourly rate of more than £19.00 £13.00 £15.00
10% offered a hourly rate of more than £44.95 £50.00 £55.00
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

Data Modelling
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Cheshire

Data Modelling
Contractor Daily Rate Trend in Cheshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Cheshire.

Contractor daily rate trend for Data Modelling in Cheshire

Data Modelling
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing Data Modelling in Cheshire over the 3 months to 28 March 2017.

Contractor daily rate histogram for Data Modelling in Cheshire

Data Modelling
Contractor Hourly Rate Trend in Cheshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in Cheshire.

Contractor hourly rate trend for Data Modelling 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 28 March 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 +2 6 £450 -8.86%
Alderley Edge - 3 £400 -
Warrington +23 1 £277 -14.26% 1
Data Modelling
North West

For the 6 months to 28 March 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 25 (73.53%) Finance
2 19 (55.88%) Agile Software Development
3 12 (35.29%) Scrum
4 11 (32.35%) ETL
4 11 (32.35%) Hyperion
5 10 (29.41%) Data Warehouse
5 10 (29.41%) ERwin
6 9 (26.47%) Data Management
6 9 (26.47%) Talend Open Studio
6 9 (26.47%) Talend
7 8 (23.53%) Amazon AWS
7 8 (23.53%) Oracle BI EE
7 8 (23.53%) Analytics
7 8 (23.53%) Amazon Redshift
7 8 (23.53%) Data Mart
7 8 (23.53%) Pharmaceutical
8 7 (20.59%) Star Schema
8 7 (20.59%) Oracle
8 7 (20.59%) Logical Data Model
8 7 (20.59%) Performance Tuning
8 7 (20.59%) Performance Monitoring
8 7 (20.59%) IDERA
9 6 (17.65%) MDX
9 6 (17.65%) Data Governance
9 6 (17.65%) Management Information System
9 6 (17.65%) Essbase
9 6 (17.65%) Data Analysis
9 6 (17.65%) SAP
10 5 (14.71%) OLAP
10 5 (14.71%) PostgreSQL

Data Modelling
Co-occurring 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 2 (5.88%) SAS
2 1 (2.94%) Confluence
2 1 (2.94%) NetWeaver
2 1 (2.94%) SharePoint Server
Applications
1 1 (2.94%) MS Visio
Cloud Services
1 8 (23.53%) Amazon AWS
2 1 (2.94%) Trello
Database & Business Intelligence
1 10 (29.41%) Data Warehouse
2 8 (23.53%) Amazon Redshift
2 8 (23.53%) Data Mart
2 8 (23.53%) Oracle BI EE
3 7 (20.59%) Star Schema
4 6 (17.65%) Essbase
5 5 (14.71%) OLAP
5 5 (14.71%) PostgreSQL
5 5 (14.71%) Relational Database
6 4 (11.76%) Apache Hive
6 4 (11.76%) Hadoop
6 4 (11.76%) HBase
6 4 (11.76%) MongoDB
6 4 (11.76%) Oracle OLAP
6 4 (11.76%) Oracle Reports
7 1 (2.94%) BusinessObjects
7 1 (2.94%) OLTP
7 1 (2.94%) RDBMS
7 1 (2.94%) SAP BW
7 1 (2.94%) SQL Server Integration Services
Development Applications
1 10 (29.41%) ERwin
2 9 (26.47%) Talend Open Studio
3 1 (2.94%) JIRA
General
1 25 (73.53%) Finance
2 8 (23.53%) Pharmaceutical
3 1 (2.94%) Banking
3 1 (2.94%) Manufacturing
Job Titles
1 9 (26.47%) Architect
2 8 (23.53%) Data Architect
3 7 (20.59%) Analyst
4 6 (17.65%) Developer
5 4 (11.76%) Business Analyst
5 4 (11.76%) OBIEE Developer
5 4 (11.76%) Principal Architect
6 3 (8.82%) Data Analyst
6 3 (8.82%) Domain Architect
6 3 (8.82%) Principal Data Architect
7 2 (5.88%) Consultant
7 2 (5.88%) Data Modeller
7 2 (5.88%) Redshift Developer
8 1 (2.94%) Business IT Analyst
8 1 (2.94%) Financial Analyst
8 1 (2.94%) Hyperion Developer
8 1 (2.94%) IT Business Analyst
8 1 (2.94%) SAP Business Analyst
8 1 (2.94%) SAP BW Consultant
8 1 (2.94%) SAP Consultant
Libraries, Frameworks & Software Standards
1 6 (17.65%) MDX
2 2 (5.88%) Web Services
Miscellaneous
1 6 (17.65%) Management Information System
2 5 (14.71%) Analytical Skills
2 5 (14.71%) Taxonomies
3 3 (8.82%) User Experience
Processes & Methodologies
1 19 (55.88%) Agile Software Development
2 12 (35.29%) Scrum
3 11 (32.35%) ETL
4 9 (26.47%) Data Management
5 8 (23.53%) Analytics
6 7 (20.59%) Logical Data Model
6 7 (20.59%) Performance Monitoring
6 7 (20.59%) Performance Tuning
7 6 (17.65%) Data Analysis
7 6 (17.65%) Data Governance
8 5 (14.71%) Budgeting and Forecasting
8 5 (14.71%) Ontologies
8 5 (14.71%) Open Source
8 5 (14.71%) Performance Management
8 5 (14.71%) Physical Data Model
9 4 (11.76%) Data Acquisition
9 4 (11.76%) Master Data Management
9 4 (11.76%) Mentoring
9 4 (11.76%) Planning and Forecasting
9 4 (11.76%) Test Scripting
Programming Languages
1 2 (5.88%) SQL
2 1 (2.94%) ABAP
2 1 (2.94%) ANSI SQL
2 1 (2.94%) T-SQL
Qualifications
1 5 (14.71%) Degree
2 1 (2.94%) BPSS Clearance
2 1 (2.94%) ISEB
2 1 (2.94%) SC Cleared
2 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
2 1 (2.94%) QA
Systems Management
1 1 (2.94%) AirWatch
Vendors
1 11 (32.35%) Hyperion
2 9 (26.47%) Talend
3 7 (20.59%) IDERA
3 7 (20.59%) Oracle
4 6 (17.65%) SAP
5 1 (2.94%) Apple
5 1 (2.94%) Embarcadero
5 1 (2.94%) Google
5 1 (2.94%) Microsoft
Cheshire
Hays Specialist Recruitment Ltd
Rate: £550.00 per day
Posted: 7 days ago