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 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 86 78 67
Rank change year-on-year
-8 -11
Contract jobs citing Data Modelling 22 26 21
As % of all contract IT jobs located in Manchester 1.18% 1.45% 1.58%
As % of the Processes & Methodologies category 1.46% 1.84% 2.02%
Number of daily rates quoted 12 19 18
Median daily rate £425 £450 £344
Median daily rate % change year-on-year
-5.55% +30.90%
90% offered a daily rate of more than £371 £440 £296
10% offered a daily rate of more than £549 £529 £500
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 Manchester region.

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1507 1416 1038
As % of all contract IT jobs located in Manchester 81.07% 79.11% 77.93%
Number of daily rates quoted 939 858 617
Median daily rate £400 £388 £350
Median daily rate % change year-on-year
+3.22% +10.71%
90% offered a daily rate of more than £290 £275 £250
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 36 28 31
Median hourly rate £14.50 £33.64 £15.00
Median hourly rate % change year-on-year
-56.89% +124.26%
90% offered a hourly rate of more than £12.00 £13.70 £11.50
10% offered a hourly rate of more than £39.50 £42.00 £38.50
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 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 29 August 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
Contract Job Locations in Manchester

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 Manchester 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
Altrincham - 1 £370 - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

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 Manchester region with a requirement for Data Modelling.

1 20 (42.55%) SQL
2 13 (27.66%) Microsoft
2 13 (27.66%) Oracle
2 13 (27.66%) Migration
3 10 (21.28%) CRM
3 10 (21.28%) Retail
4 9 (19.15%) Stakeholder Management
4 9 (19.15%) Finance
4 9 (19.15%) Data Warehouse
4 9 (19.15%) Business Intelligence
4 9 (19.15%) Data Quality
4 9 (19.15%) Logical Data Model
5 8 (17.02%) Analytical Skills
5 8 (17.02%) Data Migration
5 8 (17.02%) MS Excel
5 8 (17.02%) Agile Software Development
5 8 (17.02%) Data Management
5 8 (17.02%) Business Analysis
6 7 (14.89%) Dynamics AX
6 7 (14.89%) BusinessObjects
6 7 (14.89%) ETL
6 7 (14.89%) SQL Server
7 6 (12.77%) T-SQL
7 6 (12.77%) SAP
7 6 (12.77%) ERD
7 6 (12.77%) Kimball Methodology
8 5 (10.64%) Data Structures
8 5 (10.64%) Physical Data Model
8 5 (10.64%) Master Data Management
8 5 (10.64%) Inmon Methodology

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 (6.38%) SAS
2 2 (4.26%) BizTalk Server
2 2 (4.26%) SharePoint
Applications
1 8 (17.02%) MS Excel
2 1 (2.13%) MS PowerPoint
2 1 (2.13%) MS Project
2 1 (2.13%) MS Visio
Business Applications
1 7 (14.89%) Dynamics AX
2 5 (10.64%) SAP CRM
2 5 (10.64%) SAP hybris
3 3 (6.38%) Dynamics CRM
4 2 (4.26%) Oracle Retail
Cloud Services
1 2 (4.26%) IaaS
1 2 (4.26%) Microsoft Azure
1 2 (4.26%) PaaS
1 2 (4.26%) SaaS
Communications & Networking
1 1 (2.13%) Internet
1 1 (2.13%) SSL
Database & Business Intelligence
1 9 (19.15%) Data Warehouse
2 7 (14.89%) BusinessObjects
2 7 (14.89%) SQL Server
3 4 (8.51%) Oracle Database
3 4 (8.51%) Oracle Database 11g
3 4 (8.51%) SAP BW
3 4 (8.51%) SQL Server Integration Services
3 4 (8.51%) Star Schema
4 3 (6.38%) Oracle Reports
4 3 (6.38%) SQL Server Analysis Services
5 2 (4.26%) Data Mining
5 2 (4.26%) SQL Server 2014
5 2 (4.26%) SQL Server Reporting Services
6 1 (2.13%) OLTP
6 1 (2.13%) Oracle Database 10g
6 1 (2.13%) Oracle8/8i Database
6 1 (2.13%) Oracle9i Database
6 1 (2.13%) SAP Data Services
6 1 (2.13%) SAP HANA
6 1 (2.13%) SQL Server 2012
Development Applications
1 3 (6.38%) Oracle Forms
2 1 (2.13%) Talend Open Studio
General
1 10 (21.28%) Retail
2 9 (19.15%) Finance
3 5 (10.64%) Banking
4 3 (6.38%) Investment Banking
4 3 (6.38%) Marketing
5 2 (4.26%) Back Office
5 2 (4.26%) Front Office
6 1 (2.13%) Billing
6 1 (2.13%) International Banking
6 1 (2.13%) Legal
Job Titles
1 19 (40.43%) Analyst
2 11 (23.40%) Architect
3 9 (19.15%) Business Analyst
3 9 (19.15%) Developer
4 8 (17.02%) Data Analyst
5 5 (10.64%) SQL Developer
6 4 (8.51%) Data Architect
7 3 (6.38%) Business Intelligence Developer
7 3 (6.38%) CRM Architect
7 3 (6.38%) Data Modeller
7 3 (6.38%) Dynamics AX Architect
7 3 (6.38%) Dynamics CRM Architect
7 3 (6.38%) Oracle Developer
7 3 (6.38%) Oracle Forms Developer
7 3 (6.38%) Oracle Reports Developer
7 3 (6.38%) PL/SQL Developer
7 3 (6.38%) Report Developer
7 3 (6.38%) Senior Developer
7 3 (6.38%) SQL Data Analyst
7 3 (6.38%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 5 (10.64%) .NET
2 3 (6.38%) J2EE
2 3 (6.38%) SOAP
3 2 (4.26%) Hibernate
3 2 (4.26%) Spring
Miscellaneous
1 8 (17.02%) Analytical Skills
2 5 (10.64%) Data Structures
3 4 (8.51%) Credit Risk
3 4 (8.51%) Reference Data
3 4 (8.51%) Taxonomies
4 3 (6.38%) Data Integration
4 3 (6.38%) Enterprise Software
4 3 (6.38%) Management Information System
5 2 (4.26%) Visualisation
6 1 (2.13%) Clustering
6 1 (2.13%) Replication
Operating Systems
1 1 (2.13%) AIX
1 1 (2.13%) HPUX
1 1 (2.13%) Linux
1 1 (2.13%) Solaris
1 1 (2.13%) Unix
1 1 (2.13%) Windows
Processes & Methodologies
1 13 (27.66%) Migration
2 10 (21.28%) CRM
3 9 (19.15%) Business Intelligence
3 9 (19.15%) Logical Data Model
3 9 (19.15%) Stakeholder Management
4 8 (17.02%) Agile Software Development
4 8 (17.02%) Business Analysis
4 8 (17.02%) Data Management
4 8 (17.02%) Data Migration
5 7 (14.89%) ETL
6 6 (12.77%) ERD
6 6 (12.77%) Kimball Methodology
7 5 (10.64%) Enterprise Architecture
7 5 (10.64%) Inmon Methodology
7 5 (10.64%) Master Data Management
7 5 (10.64%) Physical Data Model
7 5 (10.64%) Project Management
7 5 (10.64%) SDLC
7 5 (10.64%) UML
8 4 (8.51%) SOA
Programming Languages
1 20 (42.55%) SQL
2 6 (12.77%) T-SQL
3 4 (8.51%) PL/SQL
4 3 (6.38%) Java
5 2 (4.26%) JavaScript
5 2 (4.26%) VBA
6 1 (2.13%) C++
6 1 (2.13%) Python
6 1 (2.13%) Shell Script
Quality Assurance & Compliance
1 9 (19.15%) Data Quality
2 3 (6.38%) QA
System Software
1 1 (2.13%) Oracle RAC
Systems Management
1 1 (2.13%) Data Guard
1 1 (2.13%) Oracle Statspack
Vendors
1 13 (27.66%) Microsoft
1 13 (27.66%) Oracle
2 6 (12.77%) SAP
3 5 (10.64%) hybris
3 5 (10.64%) Tableau
4 1 (2.13%) GoldenSource
4 1 (2.13%) Hyperion
4 1 (2.13%) IBM
4 1 (2.13%) Sun
4 1 (2.13%) Talend
4 1 (2.13%) Trillium