The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 26 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
26 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 85 63
Rank change year-on-year
+7 -22
Contract jobs citing Data Modelling 26 14 20
As % of all contract IT jobs located in Manchester 1.41% 0.86% 1.59%
As % of the Processes & Methodologies category 1.76% 1.13% 2.16%
Number of daily rates quoted 14 12 12
Median daily rate £425 £463 £388
Median daily rate % change year-on-year
-8.10% +19.35%
90% offered a daily rate of more than £375 £446 £308
10% offered a daily rate of more than £450 £541 £511
UK excluding London median daily rate £420 £420 £400
% change year-on-year
- +5.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Manchester region.

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1478 1244 928
As % of all contract IT jobs located in Manchester 80.41% 76.60% 73.94%
Number of daily rates quoted 910 759 527
Median daily rate £400 £375 £350
Median daily rate % change year-on-year
+6.66% +7.14%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £525 £535 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 33 32 30
Median hourly rate £15.00 £19.50 £23.50
Median hourly rate % change year-on-year
-23.07% -17.02%
90% offered a hourly rate of more than £11.10 £11.50 £11.50
10% offered a hourly rate of more than £45.00 £40.00 £47.50
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 Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Data Modelling
Daily Rate Trend in Manchester

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

Data Modelling Daily Rate Trend in Manchester

Data Modelling
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Manchester region over the 3 months to 26 July 2016.

Data Modelling Daily Rate Histogram in Manchester

Data Modelling
Hourly Rate Trend in Manchester

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

Data Modelling Hourly Rate Trend in Manchester

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 26 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 Manchester region with a requirement for Data Modelling.

1 21 (39.62%) SQL
2 17 (32.08%) Microsoft
3 12 (22.64%) Retail
3 12 (22.64%) Migration
3 12 (22.64%) Oracle
4 11 (20.75%) Business Intelligence
4 11 (20.75%) Agile Software Development
5 10 (18.87%) Stakeholder Management
5 10 (18.87%) ETL
5 10 (18.87%) Finance
6 9 (16.98%) SQL Server
6 9 (16.98%) MS Excel
6 9 (16.98%) CRM
6 9 (16.98%) Logical Data Model
7 8 (15.09%) Kimball Methodology
7 8 (15.09%) Analytical Skills
7 8 (15.09%) Data Quality
7 8 (15.09%) Data Migration
7 8 (15.09%) T-SQL
7 8 (15.09%) Project Management
7 8 (15.09%) Dynamics AX
7 8 (15.09%) Business Analysis
8 7 (13.21%) Data Warehouse
8 7 (13.21%) hybris
8 7 (13.21%) Analytics
9 6 (11.32%) Physical Data Model
9 6 (11.32%) ERD
9 6 (11.32%) .NET
9 6 (11.32%) Java
9 6 (11.32%) SAP

Data Modelling
Top Related IT Skills in Manchester 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 3 (5.66%) SAS
2 2 (3.77%) BizTalk Server
2 2 (3.77%) Confluence
2 2 (3.77%) SharePoint
2 2 (3.77%) Tomcat
Applications
1 9 (16.98%) MS Excel
2 1 (1.89%) MS PowerPoint
2 1 (1.89%) MS Project
2 1 (1.89%) MS Visio
Business Applications
1 8 (15.09%) Dynamics AX
2 5 (9.43%) SAP CRM
2 5 (9.43%) SAP hybris
3 3 (5.66%) Dynamics CRM
4 1 (1.89%) Oracle Retail
Cloud Services
1 2 (3.77%) IaaS
1 2 (3.77%) Microsoft Azure
1 2 (3.77%) PaaS
1 2 (3.77%) SaaS
Database & Business Intelligence
1 9 (16.98%) SQL Server
2 7 (13.21%) Data Warehouse
3 6 (11.32%) BusinessObjects
4 5 (9.43%) SQL Server Analysis Services
5 4 (7.55%) Oracle Database
5 4 (7.55%) Oracle Database 11g
5 4 (7.55%) SAP BW
5 4 (7.55%) SQL Server Integration Services
5 4 (7.55%) SQL Server Reporting Services
5 4 (7.55%) Star Schema
6 3 (5.66%) Oracle Reports
6 3 (5.66%) SQL Server 2014
7 2 (3.77%) Data Mining
7 2 (3.77%) Enterprise Data Warehouse
7 2 (3.77%) MySQL
7 2 (3.77%) Oracle BI EE
8 1 (1.89%) Oracle Database 10g
8 1 (1.89%) Oracle Database 12c
8 1 (1.89%) Oracle ODI
8 1 (1.89%) SQL Server 2008
Development Applications
1 2 (3.77%) JIRA
1 2 (3.77%) JUnit
1 2 (3.77%) Oracle Forms
1 2 (3.77%) Subversion
2 1 (1.89%) Talend Open Studio
General
1 12 (22.64%) Retail
2 10 (18.87%) Finance
3 5 (9.43%) Banking
4 3 (5.66%) Investment Banking
4 3 (5.66%) Marketing
5 2 (3.77%) Back Office
5 2 (3.77%) Front Office
5 2 (3.77%) Telecoms
6 1 (1.89%) Billing
6 1 (1.89%) Corporate Banking
6 1 (1.89%) International Banking
Job Titles
1 22 (41.51%) Analyst
2 14 (26.42%) Developer
3 10 (18.87%) Data Analyst
4 9 (16.98%) Architect
4 9 (16.98%) Business Analyst
5 6 (11.32%) Senior Developer
6 5 (9.43%) Business Intelligence Developer
7 4 (7.55%) Java Developer
7 4 (7.55%) SQL Analyst
7 4 (7.55%) SQL Data Analyst
7 4 (7.55%) SQL Developer
7 4 (7.55%) SQL Server Analyst
8 3 (5.66%) CRM Architect
8 3 (5.66%) Data Business Analyst
8 3 (5.66%) Data Modeller
8 3 (5.66%) Dynamics AX Architect
8 3 (5.66%) Dynamics CRM Architect
8 3 (5.66%) JavaScript Developer
8 3 (5.66%) Senior Java Developer
8 3 (5.66%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 6 (11.32%) .NET
2 5 (9.43%) Spring
3 3 (5.66%) CSS
3 3 (5.66%) Hibernate
3 3 (5.66%) HTML
3 3 (5.66%) J2EE
4 2 (3.77%) Ajax
4 2 (3.77%) jQuery
4 2 (3.77%) JSP
4 2 (3.77%) SOAP
4 2 (3.77%) Spring MVC
4 2 (3.77%) Web Services
4 2 (3.77%) XML
4 2 (3.77%) XSD
Miscellaneous
1 8 (15.09%) Analytical Skills
2 4 (7.55%) Credit Risk
2 4 (7.55%) Data Structures
2 4 (7.55%) Reference Data
3 3 (5.66%) Taxonomies
4 2 (3.77%) Data Integration
4 2 (3.77%) Enterprise Software
4 2 (3.77%) iPad
4 2 (3.77%) Management Information System
4 2 (3.77%) Visualisation
Operating Systems
1 2 (3.77%) Unix
Processes & Methodologies
1 12 (22.64%) Migration
2 11 (20.75%) Agile Software Development
2 11 (20.75%) Business Intelligence
3 10 (18.87%) ETL
3 10 (18.87%) Stakeholder Management
4 9 (16.98%) CRM
4 9 (16.98%) Logical Data Model
5 8 (15.09%) Business Analysis
5 8 (15.09%) Data Migration
5 8 (15.09%) Kimball Methodology
5 8 (15.09%) Project Management
6 7 (13.21%) Analytics
7 6 (11.32%) ERD
7 6 (11.32%) Physical Data Model
8 5 (9.43%) Data Management
8 5 (9.43%) Inmon Methodology
8 5 (9.43%) SDLC
8 5 (9.43%) Validation
9 4 (7.55%) B2B
9 4 (7.55%) Enterprise Architecture
Programming Languages
1 21 (39.62%) SQL
2 8 (15.09%) T-SQL
3 6 (11.32%) Java
4 3 (5.66%) JavaScript
4 3 (5.66%) PL/SQL
5 2 (3.77%) VBA
6 1 (1.89%) Python
6 1 (1.89%) Scala
Quality Assurance & Compliance
1 8 (15.09%) Data Quality
2 3 (5.66%) QA
Vendors
1 17 (32.08%) Microsoft
2 12 (22.64%) Oracle
3 7 (13.21%) hybris
4 6 (11.32%) SAP
5 5 (9.43%) Tableau
6 1 (1.89%) GoldenSource
6 1 (1.89%) Talend
6 1 (1.89%) Teradata
6 1 (1.89%) Trillium