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 2 December 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
2 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 81 57 76
Rank change year-on-year
-24 +19
Contract jobs citing Data Modelling 25 52 19
As % of all contract IT jobs located in Manchester 1.51% 2.62% 1.29%
As % of the Processes & Methodologies category 1.78% 3.29% 1.71%
Number of daily rates quoted 16 27 13
Median daily rate £334 £450 £400
Median daily rate % change year-on-year
-25.83% +12.50%
90% offered a daily rate of more than £306 £355 £321
10% offered a daily rate of more than £475 £570 £495
UK excluding London median daily rate £450 £425 £441
% change year-on-year
+5.88% -3.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
1406 1580 1112
As % of all contract IT jobs located in Manchester 84.80% 79.52% 75.59%
Number of daily rates quoted 919 911 704
Median daily rate £420 £375 £350
Median daily rate % change year-on-year
+12.00% +7.14%
90% offered a daily rate of more than £300 £263 £251
10% offered a daily rate of more than £550 £524 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 16 42 28
Median hourly rate £18.00 £18.00 £16.00
Median hourly rate % change year-on-year
- +12.50%
90% offered a hourly rate of more than £14.75 £12.35 £11.23
10% offered a hourly rate of more than £42.50 £40.00 £28.13
UK excluding London median hourly rate £30.00 £34.95 £25.00
% change year-on-year
-14.16% +39.80%

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 2 December 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 2 December 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
Bolton - 1 - - 1
Wigan - 1 - -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 2 December 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 24 (50.00%) SQL
2 13 (27.08%) Business Intelligence
2 13 (27.08%) Oracle
3 12 (25.00%) Finance
4 11 (22.92%) SQL Server
5 10 (20.83%) Data Quality
6 9 (18.75%) T-SQL
6 9 (18.75%) Microsoft
6 9 (18.75%) Migration
7 8 (16.67%) Business Analysis
7 8 (16.67%) CRM
8 7 (14.58%) Data Warehouse
8 7 (14.58%) Java
8 7 (14.58%) SOAP
8 7 (14.58%) ETL
8 7 (14.58%) Stakeholder Management
8 7 (14.58%) Data Governance
8 7 (14.58%) Tableau
8 7 (14.58%) Data Architecture
9 6 (12.50%) Data Migration
9 6 (12.50%) Agile Software Development
9 6 (12.50%) Banking
9 6 (12.50%) Data Analysis
10 5 (10.42%) Spring
10 5 (10.42%) Data Management
10 5 (10.42%) SQL Server Integration Services
10 5 (10.42%) Hibernate
10 5 (10.42%) MS Excel
10 5 (10.42%) Web Services
10 5 (10.42%) .NET

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 2 (4.17%) BizTalk Server
1 2 (4.17%) SharePoint
Applications
1 5 (10.42%) MS Excel
Business Applications
1 3 (6.25%) Dynamics AX
2 2 (4.17%) Dynamics CRM
3 1 (2.08%) Oracle Retail
3 1 (2.08%) SAP CRM
3 1 (2.08%) SAP hybris
3 1 (2.08%) SAP MM
3 1 (2.08%) SAP PM
Cloud Services
1 2 (4.17%) IaaS
1 2 (4.17%) Microsoft Azure
1 2 (4.17%) PaaS
1 2 (4.17%) SaaS
Communications & Networking
1 1 (2.08%) Internet
1 1 (2.08%) SSL
Database & Business Intelligence
1 11 (22.92%) SQL Server
2 7 (14.58%) Data Warehouse
3 5 (10.42%) SQL Server Integration Services
4 4 (8.33%) Oracle Database
4 4 (8.33%) Oracle Database 11g
4 4 (8.33%) SQL Server Reporting Services
5 3 (6.25%) BusinessObjects
5 3 (6.25%) Oracle Reports
5 3 (6.25%) Relational Database
5 3 (6.25%) SQL Server Analysis Services
6 2 (4.17%) Big Data
6 2 (4.17%) Data Mining
6 2 (4.17%) QlikView
6 2 (4.17%) RDBMS
6 2 (4.17%) SQL Server 2014
7 1 (2.08%) Enterprise Data Warehouse
7 1 (2.08%) SAP Data Services
7 1 (2.08%) SAP HANA
7 1 (2.08%) SQL Server 2012
7 1 (2.08%) TKPROF
Development Applications
1 4 (8.33%) JUnit
2 3 (6.25%) Oracle Forms
3 2 (4.17%) Git (software)
3 2 (4.17%) Visual Studio
4 1 (2.08%) Talend Open Studio
General
1 12 (25.00%) Finance
2 6 (12.50%) Banking
3 4 (8.33%) Marketing
3 4 (8.33%) Retail
4 2 (4.17%) Back Office
4 2 (4.17%) Front Office
4 2 (4.17%) Investment Banking
5 1 (2.08%) International Banking
5 1 (2.08%) Legal
Job Titles
1 17 (35.42%) Analyst
2 14 (29.17%) Developer
3 13 (27.08%) Architect
4 11 (22.92%) Data Analyst
5 9 (18.75%) Data Architect
6 7 (14.58%) Business Analyst
6 7 (14.58%) SQL Developer
7 5 (10.42%) Java Developer
8 4 (8.33%) Business Intelligence Developer
8 4 (8.33%) Consultant
8 4 (8.33%) Report Developer
9 3 (6.25%) Data Business Analyst
9 3 (6.25%) Oracle Developer
9 3 (6.25%) Oracle Forms Developer
9 3 (6.25%) Oracle Reports Developer
9 3 (6.25%) PL/SQL Developer
9 3 (6.25%) SQL Analyst
9 3 (6.25%) SQL BI Developer
9 3 (6.25%) SQL Data Analyst
9 3 (6.25%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 7 (14.58%) SOAP
2 5 (10.42%) .NET
2 5 (10.42%) Hibernate
2 5 (10.42%) J2EE
2 5 (10.42%) Spring
2 5 (10.42%) Web Services
3 4 (8.33%) Java EE
3 4 (8.33%) JPA
3 4 (8.33%) REST
3 4 (8.33%) Spring Boot
4 2 (4.17%) Ajax
4 2 (4.17%) AngularJS
4 2 (4.17%) Backbone.js
4 2 (4.17%) CSS
4 2 (4.17%) CSS3
4 2 (4.17%) HTML
4 2 (4.17%) HTML5
4 2 (4.17%) jQuery
4 2 (4.17%) JSON
5 1 (2.08%) JMS
Miscellaneous
1 4 (8.33%) Analytical Skills
2 3 (6.25%) Data Integration
2 3 (6.25%) Enterprise Software
2 3 (6.25%) Management Information System
2 3 (6.25%) Visualisation
3 2 (4.17%) Data Structures
4 1 (2.08%) Clustering
4 1 (2.08%) Credit Risk
4 1 (2.08%) Replication
4 1 (2.08%) Taxonomies
Operating Systems
1 1 (2.08%) AIX
1 1 (2.08%) HPUX
1 1 (2.08%) Linux
1 1 (2.08%) Solaris
1 1 (2.08%) Unix
1 1 (2.08%) Windows
Processes & Methodologies
1 13 (27.08%) Business Intelligence
2 9 (18.75%) Migration
3 8 (16.67%) Business Analysis
3 8 (16.67%) CRM
4 7 (14.58%) Data Architecture
4 7 (14.58%) Data Governance
4 7 (14.58%) ETL
4 7 (14.58%) Stakeholder Management
5 6 (12.50%) Agile Software Development
5 6 (12.50%) Data Analysis
5 6 (12.50%) Data Migration
6 5 (10.42%) Data Management
6 5 (10.42%) OO
7 4 (8.33%) Data Mapping
7 4 (8.33%) SOA
7 4 (8.33%) TDD
7 4 (8.33%) Test Scripting
7 4 (8.33%) Unit Testing
8 3 (6.25%) Analytics
8 3 (6.25%) SDLC
Programming Languages
1 24 (50.00%) SQL
2 9 (18.75%) T-SQL
3 7 (14.58%) Java
4 5 (10.42%) PL/SQL
5 3 (6.25%) JavaScript
6 2 (4.17%) VBA
7 1 (2.08%) C++
7 1 (2.08%) Shell Script
Qualifications
1 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 10 (20.83%) Data Quality
2 3 (6.25%) QA
System Software
1 1 (2.08%) Oracle RAC
Systems Management
1 1 (2.08%) Data Guard
1 1 (2.08%) Oracle Statspack
Vendors
1 13 (27.08%) Oracle
2 9 (18.75%) Microsoft
3 7 (14.58%) Tableau
4 4 (8.33%) SAP
5 2 (4.17%) Perforce
6 1 (2.08%) Guidewire
6 1 (2.08%) hybris
6 1 (2.08%) Hyperion
6 1 (2.08%) IBM
6 1 (2.08%) Salesforce.com
6 1 (2.08%) Sun
6 1 (2.08%) Talend
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