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 26 June 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
26 Jun 2017
Same period 2016 Same period 2015
Rank 43 64 60
Rank change year-on-year +21 -4  
Contract jobs citing Data Modelling 14 18 15
As % of all contract IT jobs advertised in Cheshire 2.19% 1.96% 1.54%
As % of the Processes & Methodologies category 2.62% 2.34% 1.83%
Number of daily rates quoted 14 14 7
Median daily rate £418 £399 £425
Median daily rate % change year-on-year +4.70% -6.17%  
90% offered a daily rate of more than £360 £333 £359
10% offered a daily rate of more than £543 £525 £485
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
Number of hourly rates quoted 0 0 2
Median hourly rate - - £33.50
UK excluding London median hourly rate £40.70 - £33.50

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 535 769 821
As % of all contract IT job vacancies advertised in Cheshire 83.86% 83.86% 84.38%
Number of daily rates quoted 365 560 498
Median daily rate £406 £425 £400
Median daily rate % change year-on-year -4.41% +6.25%  
90% offered a daily rate of more than £295 £325 £300
10% offered a daily rate of more than £525 £600 £525
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 27 13 31
Median hourly rate £32.00 £26.75 £17.50
Median hourly rate % change year-on-year +19.62% +52.85%  
90% offered a hourly rate of more than £13.00 £15.00 £14.50
10% offered a hourly rate of more than £65.00 £62.50 £35.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

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 26 June 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 26 June 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 5 £410 -15.89% 1
Knutsford - 4 £393 - 1
Chester - 2 £463 - 3
Warrington +20 1 £340 +0.74%
Data Modelling
North West

For the 6 months to 26 June 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 23 (85.19%) Finance
2 12 (44.44%) Agile Software Development
3 9 (33.33%) Data Analysis
3 9 (33.33%) Oracle
4 7 (25.93%) SQL
4 7 (25.93%) Hyperion
5 6 (22.22%) SAP
5 6 (22.22%) TDD
5 6 (22.22%) Scrum
5 6 (22.22%) Relational Database
6 5 (18.52%) Degree
6 5 (18.52%) Unit Testing
6 5 (18.52%) Test Scripting
6 5 (18.52%) JPA
6 5 (18.52%) Git (software)
6 5 (18.52%) Test Automation
6 5 (18.52%) Business Analysis
6 5 (18.52%) Spring
6 5 (18.52%) Pharmaceutical
6 5 (18.52%) Perforce
6 5 (18.52%) Hibernate
6 5 (18.52%) SOAP
6 5 (18.52%) OO
6 5 (18.52%) Java
6 5 (18.52%) JUnit
6 5 (18.52%) RDBMS
7 4 (14.81%) ETL
7 4 (14.81%) ERwin
7 4 (14.81%) Banking
7 4 (14.81%) JIRA

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 (7.41%) Confluence
Applications
1 1 (3.70%) MS Visio
Business Applications
1 1 (3.70%) Cognos TM1
Cloud Services
1 2 (7.41%) Amazon AWS
2 1 (3.70%) Trello
Database & Business Intelligence
1 6 (22.22%) Relational Database
2 5 (18.52%) RDBMS
3 3 (11.11%) SQL Server
4 2 (7.41%) Amazon Redshift
4 2 (7.41%) Data Mart
4 2 (7.41%) Data Warehouse
4 2 (7.41%) Essbase
4 2 (7.41%) MongoDB
4 2 (7.41%) Oracle BI EE
4 2 (7.41%) Oracle Reports
4 2 (7.41%) SQL Server Integration Services
5 1 (3.70%) Big Data
5 1 (3.70%) DataStage
5 1 (3.70%) IBM InfoSphere
5 1 (3.70%) OLAP
5 1 (3.70%) Oracle OLAP
5 1 (3.70%) Star Schema
Development Applications
1 5 (18.52%) Git (software)
1 5 (18.52%) JUnit
2 4 (14.81%) ERwin
2 4 (14.81%) JIRA
3 3 (11.11%) Eclipse
3 3 (11.11%) Gradle
3 3 (11.11%) IntelliJ
3 3 (11.11%) Jenkins
3 3 (11.11%) JProfiler
3 3 (11.11%) Talend Open Studio
4 1 (3.70%) Maven
4 1 (3.70%) SonarQube
General
1 23 (85.19%) Finance
2 5 (18.52%) Pharmaceutical
3 4 (14.81%) Banking
Job Titles
1 11 (40.74%) Analyst
2 8 (29.63%) Developer
3 7 (25.93%) Data Analyst
4 5 (18.52%) Business Analyst
4 5 (18.52%) Java Developer
5 3 (11.11%) Financial Analyst
6 2 (7.41%) Agile Business Analyst
7 1 (3.70%) Agile Java Developer
7 1 (3.70%) Agile Tester
7 1 (3.70%) Consultant
7 1 (3.70%) DataStage Developer
7 1 (3.70%) Hyperion Specialist
7 1 (3.70%) OBIEE Consultant
7 1 (3.70%) OBIEE Developer
7 1 (3.70%) Process Analyst
7 1 (3.70%) QA Tester
7 1 (3.70%) SQL Developer
7 1 (3.70%) Systems Analyst
7 1 (3.70%) Technical Consultant
7 1 (3.70%) Tester
Libraries, Frameworks & Software Standards
1 5 (18.52%) Hibernate
1 5 (18.52%) JPA
1 5 (18.52%) SOAP
1 5 (18.52%) Spring
2 3 (11.11%) Java EE
2 3 (11.11%) REST
2 3 (11.11%) Spring Boot
2 3 (11.11%) Web Services
3 2 (7.41%) Ajax
3 2 (7.41%) J2EE
3 2 (7.41%) jQuery
3 2 (7.41%) JSON
3 2 (7.41%) MDX
3 2 (7.41%) XML
3 2 (7.41%) XSLT
4 1 (3.70%) Oracle Fusion
4 1 (3.70%) Velocity
Miscellaneous
1 3 (11.11%) Management Information System
2 2 (7.41%) Analytical Skills
3 1 (3.70%) User Experience
Processes & Methodologies
1 12 (44.44%) Agile Software Development
2 9 (33.33%) Data Analysis
3 6 (22.22%) Scrum
3 6 (22.22%) TDD
4 5 (18.52%) Business Analysis
4 5 (18.52%) OO
4 5 (18.52%) Test Automation
4 5 (18.52%) Test Scripting
4 5 (18.52%) Unit Testing
5 4 (14.81%) Data Mapping
5 4 (14.81%) ETL
6 3 (11.11%) BDD
6 3 (11.11%) Budgeting and Forecasting
6 3 (11.11%) Continuous Integration
6 3 (11.11%) Data Management
6 3 (11.11%) Master Data Management
6 3 (11.11%) Planning and Forecasting
6 3 (11.11%) Project Management
6 3 (11.11%) RAD
6 3 (11.11%) Requirements Management
Programming Languages
1 7 (25.93%) SQL
2 5 (18.52%) Java
3 2 (7.41%) JavaScript
4 1 (3.70%) ANSI SQL
4 1 (3.70%) T-SQL
Qualifications
1 5 (18.52%) Degree
2 1 (3.70%) AAT
2 1 (3.70%) ACCA
2 1 (3.70%) CIMA
2 1 (3.70%) ISEB
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
1 1 (3.70%) QA
System Software
1 1 (3.70%) Tivoli Workload Scheduler
Systems Management
1 1 (3.70%) AirWatch
1 1 (3.70%) Tivoli
Vendors
1 9 (33.33%) Oracle
2 7 (25.93%) Hyperion
3 6 (22.22%) SAP
4 5 (18.52%) Perforce
5 4 (14.81%) IDERA
6 3 (11.11%) Talend
7 2 (7.41%) IBM
8 1 (3.70%) Apple
8 1 (3.70%) Cognos
8 1 (3.70%) Google
Knutsford, Cheshire
Capita Resourcing - IT Resourcing
Rate: £400 - £500 per day
Posted: 1 hour ago
Chester, Cheshire
Icore Tech
Rate: £0.00 per annum
Posted: 6 days ago
Macclesfield, Cheshire
Source Technology
Posted: 6 days ago