The following table provides summary statistics for contract job vacancies advertised in Manchester 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 30 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 / Manchester
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 41 77 67
Rank change year-on-year +36 -10  
Contract jobs citing Data Modelling 46 25 30
As % of all contract IT jobs advertised in Manchester 3.47% 1.39% 1.85%
As % of the Processes & Methodologies category 4.32% 1.67% 2.37%
Number of daily rates quoted 30 13 14
Median daily rate £375 £400 £380
Median daily rate % change year-on-year -6.25% +5.26%  
90% offered a daily rate of more than £313 £363 £300
10% offered a daily rate of more than £538 £500 £593
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 1 0 0
Median hourly rate £21.00 - -
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 Manchester with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Manchester
Contract job vacancies with a requirement for process and methodology skills 1066 1500 1265
As % of all contract IT job vacancies advertised in Manchester 80.51% 83.47% 77.94%
Number of daily rates quoted 686 906 675
Median daily rate £381 £400 £385
Median daily rate % change year-on-year -4.68% +3.89%  
90% offered a daily rate of more than £275 £295 £275
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 26 23 27
Median hourly rate £40.00 £22.50 £17.50
Median hourly rate % change year-on-year +77.77% +28.57%  
90% offered a hourly rate of more than £15.50 £15.00 £11.41
10% offered a hourly rate of more than £42.50 £40.00 £38.50
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

Data Modelling
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

Data Modelling
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Data Modelling in Manchester

Data Modelling
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Data Modelling in Manchester over the 3 months to 30 March 2017.

Contractor daily rate histogram for Data Modelling in Manchester

Data Modelling
Contractor Hourly Rate Trend in Manchester

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

Contractor hourly rate trend for Data Modelling 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 30 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
Stockport - 2 £450 - 4
Altrincham -2 1 £375 +1.35% 1
Bolton - 1 - -
Data Modelling
North West

For the 6 months to 30 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 Manchester region with a requirement for Data Modelling.

1 39 (45.88%) SQL
2 29 (34.12%) SQL Server
3 28 (32.94%) JavaScript
4 26 (30.59%) HTML
4 26 (30.59%) CSS
4 26 (30.59%) HTML5
5 24 (28.24%) Agile Software Development
6 21 (24.71%) Analytical Skills
7 20 (23.53%) Finance
7 20 (23.53%) jQuery
8 19 (22.35%) Scrum
8 19 (22.35%) Business Intelligence
8 19 (22.35%) Team Foundation Server
9 18 (21.18%) ASP.NET Web API
9 18 (21.18%) .NET
9 18 (21.18%) C#
9 18 (21.18%) ASP.NET
9 18 (21.18%) MVC
10 17 (20.00%) CMS
10 17 (20.00%) Umbraco
11 16 (18.82%) SQL Server 2008
11 16 (18.82%) SQL Server 2014
12 14 (16.47%) Tableau
12 14 (16.47%) Java
13 13 (15.29%) SOAP
13 13 (15.29%) REST
14 12 (14.12%) Hibernate
14 12 (14.12%) Retail
14 12 (14.12%) Spring
14 12 (14.12%) Web Services

Data Modelling
Co-occurring 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 17 (20.00%) CMS
1 17 (20.00%) Umbraco
2 3 (3.53%) Confluence
3 1 (1.18%) EPiServer
3 1 (1.18%) SAS
3 1 (1.18%) Tomcat
Applications
1 6 (7.06%) MS Excel
2 4 (4.71%) MS Office
Business Applications
1 4 (4.71%) SAP MDG
1 4 (4.71%) SAP Retail
2 1 (1.18%) Oracle Retail
2 1 (1.18%) SAP MM
2 1 (1.18%) SAP PM
Cloud Services
1 3 (3.53%) Amazon AWS
2 1 (1.18%) Amazon S3
2 1 (1.18%) Microsoft Azure
Communications & Networking
1 1 (1.18%) HTTP
1 1 (1.18%) Network Security
1 1 (1.18%) SSL
Database & Business Intelligence
1 29 (34.12%) SQL Server
2 16 (18.82%) SQL Server 2008
2 16 (18.82%) SQL Server 2014
3 10 (11.76%) QlikView
3 10 (11.76%) SQL Server Reporting Services
4 8 (9.41%) BusinessObjects
4 8 (9.41%) Relational Database
5 7 (8.24%) Data Warehouse
5 7 (8.24%) SQL Server Analysis Services
6 6 (7.06%) SQL Server Integration Services
7 5 (5.88%) Power BI
8 4 (4.71%) Data Mining
8 4 (4.71%) RDBMS
9 2 (2.35%) Amazon Redshift
9 2 (2.35%) Big Data
9 2 (2.35%) Hadoop
9 2 (2.35%) Oracle Database
9 2 (2.35%) Oracle Database 11g
9 2 (2.35%) Oracle ODI
9 2 (2.35%) Oracle Reports
Development Applications
1 19 (22.35%) Team Foundation Server
2 11 (12.94%) JUnit
3 4 (4.71%) JIRA
3 4 (4.71%) Visual Studio
4 3 (3.53%) Git (software)
5 2 (2.35%) Eclipse
5 2 (2.35%) Jenkins
5 2 (2.35%) Maven
6 1 (1.18%) Gradle
6 1 (1.18%) IntelliJ
6 1 (1.18%) JProfiler
6 1 (1.18%) Oracle Forms
6 1 (1.18%) SonarQube
General
1 20 (23.53%) Finance
2 12 (14.12%) Retail
3 11 (12.94%) Banking
4 1 (1.18%) Marketing
Job Titles
1 46 (54.12%) Developer
2 19 (22.35%) Analyst
3 15 (17.65%) Umbraco Developer
4 14 (16.47%) Senior Developer
5 13 (15.29%) Java Developer
6 12 (14.12%) Architect
7 10 (11.76%) Data Analyst
8 9 (10.59%) Data Architect
9 8 (9.41%) SQL Developer
10 6 (7.06%) Business Intelligence Developer
10 6 (7.06%) SQL BI Developer
11 5 (5.88%) Consultant
12 4 (4.71%) Business Analyst
12 4 (4.71%) Tableau Consultant
13 3 (3.53%) Report Developer
13 3 (3.53%) SAP Architect
14 2 (2.35%) Administrator
14 2 (2.35%) Lead Developer
14 2 (2.35%) QlikView Developer
14 2 (2.35%) Tableau Developer
Libraries, Frameworks & Software Standards
1 26 (30.59%) CSS
1 26 (30.59%) HTML
1 26 (30.59%) HTML5
2 20 (23.53%) jQuery
3 18 (21.18%) .NET
3 18 (21.18%) ASP.NET
3 18 (21.18%) ASP.NET Web API
4 13 (15.29%) REST
4 13 (15.29%) SOAP
5 12 (14.12%) Hibernate
5 12 (14.12%) Spring
5 12 (14.12%) Web Services
6 11 (12.94%) J2EE
6 11 (12.94%) Java EE
6 11 (12.94%) JPA
6 11 (12.94%) Spring Boot
7 10 (11.76%) CSS3
8 9 (10.59%) AngularJS
9 3 (3.53%) JSON
10 2 (2.35%) Ajax
Miscellaneous
1 21 (24.71%) Analytical Skills
2 4 (4.71%) Management Information System
3 2 (2.35%) FMCG
3 2 (2.35%) Learning Management System
4 1 (1.18%) Credit Risk
4 1 (1.18%) Data Structures
Operating Systems
1 1 (1.18%) AIX
1 1 (1.18%) Android
1 1 (1.18%) Apple iOS
1 1 (1.18%) Linux
1 1 (1.18%) Red Hat Enterprise Linux
1 1 (1.18%) Unix
Processes & Methodologies
1 24 (28.24%) Agile Software Development
2 19 (22.35%) Business Intelligence
2 19 (22.35%) Scrum
3 18 (21.18%) MVC
4 11 (12.94%) OO
4 11 (12.94%) TDD
4 11 (12.94%) Unit Testing
5 10 (11.76%) Data Architecture
6 9 (10.59%) ETL
7 8 (9.41%) Analytics
7 8 (9.41%) Data Analysis
7 8 (9.41%) Software Engineering
8 6 (7.06%) Migration
8 6 (7.06%) Test Scripting
9 5 (5.88%) Data Governance
9 5 (5.88%) Stakeholder Management
10 4 (4.71%) Capacity Planning
10 4 (4.71%) Data Migration
10 4 (4.71%) Financial Analysis
10 4 (4.71%) Kalman Filter
Programming Languages
1 39 (45.88%) SQL
2 28 (32.94%) JavaScript
3 18 (21.18%) C#
4 14 (16.47%) Java
5 7 (8.24%) T-SQL
6 4 (4.71%) PL/SQL
7 1 (1.18%) Shell Script
Qualifications
1 1 (1.18%) Degree
Quality Assurance & Compliance
1 7 (8.24%) Data Quality
2 1 (1.18%) QA
System Software
1 1 (1.18%) Oracle RAC
Systems Management
1 1 (1.18%) Data Guard
1 1 (1.18%) Enterprise Manager Cloud Control
1 1 (1.18%) Oracle Enterprise Manager
1 1 (1.18%) Oracle RMAN
Vendors
1 14 (16.47%) Tableau
2 11 (12.94%) Oracle
3 6 (7.06%) SAP
4 3 (3.53%) Perforce
5 2 (2.35%) Microsoft
6 1 (1.18%) Guidewire
6 1 (1.18%) Red Hat
6 1 (1.18%) Salesforce.com
Stockport, Cheshire
Evolution Recruitment Solutions
Posted: 2 days ago