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 24 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 / Manchester
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 59 80 85
Rank change year-on-year +21 +5  
Contract jobs citing Data Modelling 32 22 10
As % of all contract IT jobs advertised in Manchester 2.34% 1.22% 0.66%
As % of the Processes & Methodologies category 2.92% 1.48% 0.86%
Number of daily rates quoted 21 16 7
Median daily rate £425 £450 £500
Median daily rate % change year-on-year -5.55% -10.00%  
90% offered a daily rate of more than £325 £353 £400
10% offered a daily rate of more than £650 £750 £740
UK excluding London median daily rate £425 £434 £423
% change year-on-year -2.01% +2.66%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 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 1097 1491 1168
As % of all contract IT job vacancies advertised in Manchester 80.25% 82.70% 76.94%
Number of daily rates quoted 629 896 690
Median daily rate £400 £400 £363
Median daily rate % change year-on-year -0.12% +10.34%  
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 27 20 33
Median hourly rate £19.50 £16.00 £15.98
Median hourly rate % change year-on-year +21.87% +0.15%  
90% offered a hourly rate of more than £12.30 £11.00 £12.00
10% offered a hourly rate of more than £47.50 £41.80 £23.00
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 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 24 June 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 24 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
Altrincham - 1 £390 -
Salford - 1 £388 - 1
Stockport - 1 - - 1
Data Modelling
North West

For the 6 months to 24 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 Manchester region with a requirement for Data Modelling.

1 45 (54.22%) SQL
2 32 (38.55%) Agile Software Development
3 30 (36.14%) SQL Server
4 27 (32.53%) Analytical Skills
5 26 (31.33%) JavaScript
6 24 (28.92%) Finance
7 22 (26.51%) HTML
7 22 (26.51%) CSS
7 22 (26.51%) HTML5
8 21 (25.30%) Business Intelligence
9 19 (22.89%) Scrum
9 19 (22.89%) Team Foundation Server
10 18 (21.69%) jQuery
10 18 (21.69%) ASP.NET Web API
10 18 (21.69%) MVC
10 18 (21.69%) ASP.NET
10 18 (21.69%) .NET
10 18 (21.69%) C#
11 17 (20.48%) Umbraco
12 16 (19.28%) ETL
13 15 (18.07%) Java
13 15 (18.07%) Retail
14 14 (16.87%) Data Analysis
14 14 (16.87%) CMS
14 14 (16.87%) Microsoft Excel
14 14 (16.87%) SQL Server 2008
14 14 (16.87%) SQL Server 2014
15 13 (15.66%) Oracle
16 12 (14.46%) Data Warehouse
17 11 (13.25%) JIRA

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 (20.48%) Umbraco
2 14 (16.87%) CMS
3 5 (6.02%) Confluence
4 2 (2.41%) SharePoint
4 2 (2.41%) Tomcat
5 1 (1.20%) EPiServer
5 1 (1.20%) SAS
Applications
1 14 (16.87%) Microsoft Excel
2 8 (9.64%) Microsoft Office
3 2 (2.41%) MS Visio
Business Applications
1 4 (4.82%) SAP MDG
1 4 (4.82%) SAP Retail
2 2 (2.41%) Oracle Applications
2 2 (2.41%) Oracle BPM
3 1 (1.20%) Cognos Business Intelligence
3 1 (1.20%) Oracle Retail
Cloud Services
1 4 (4.82%) Amazon AWS
2 2 (2.41%) Amazon S3
3 1 (1.20%) Microsoft Azure
Communications & Networking
1 2 (2.41%) HTTP
1 2 (2.41%) SSL
2 1 (1.20%) Network Security
Database & Business Intelligence
1 30 (36.14%) SQL Server
2 14 (16.87%) SQL Server 2008
2 14 (16.87%) SQL Server 2014
3 12 (14.46%) Data Warehouse
4 10 (12.05%) SQL Server Integration Services
4 10 (12.05%) SQL Server Reporting Services
5 9 (10.84%) SQL Server Analysis Services
6 7 (8.43%) QlikView
7 6 (7.23%) Data Mining
7 6 (7.23%) MySQL
7 6 (7.23%) Power BI
7 6 (7.23%) Relational Database
8 5 (6.02%) BusinessObjects
8 5 (6.02%) Oracle Reports
9 4 (4.82%) MySQL Workbench
10 3 (3.61%) Oracle BI Publisher
10 3 (3.61%) Oracle Database
11 2 (2.41%) Amazon Redshift
11 2 (2.41%) Oracle Database 11g
11 2 (2.41%) SQL Server 2012
Development Applications
1 19 (22.89%) Team Foundation Server
2 11 (13.25%) JIRA
3 6 (7.23%) JUnit
4 4 (4.82%) ERwin
5 3 (3.61%) Eclipse
5 3 (3.61%) Jenkins
5 3 (3.61%) Maven
5 3 (3.61%) Visual Studio
6 2 (2.41%) Git (software)
6 2 (2.41%) Oracle Forms
7 1 (1.20%) Gradle
7 1 (1.20%) IntelliJ
7 1 (1.20%) JProfiler
7 1 (1.20%) SonarQube
General
1 24 (28.92%) Finance
2 15 (18.07%) Retail
3 7 (8.43%) Banking
4 3 (3.61%) Marketing
5 1 (1.20%) Financial Institution
5 1 (1.20%) Games
Job Titles
1 48 (57.83%) Developer
2 18 (21.69%) Senior Developer
3 15 (18.07%) Analyst
4 12 (14.46%) Umbraco Developer
5 10 (12.05%) Java Developer
5 10 (12.05%) SQL Developer
6 8 (9.64%) Business Intelligence Developer
7 7 (8.43%) SQL BI Developer
8 6 (7.23%) Administrator
8 6 (7.23%) Architect
8 6 (7.23%) Consultant
8 6 (7.23%) Data Analyst
9 5 (6.02%) Data Architect
9 5 (6.02%) Senior SQL Developer
10 4 (4.82%) .NET Developer
10 4 (4.82%) Business Analyst
11 3 (3.61%) Lead Developer
11 3 (3.61%) QlikView Developer
11 3 (3.61%) SAP Architect
11 3 (3.61%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 22 (26.51%) CSS
1 22 (26.51%) HTML
1 22 (26.51%) HTML5
2 18 (21.69%) .NET
2 18 (21.69%) ASP.NET
2 18 (21.69%) ASP.NET Web API
2 18 (21.69%) jQuery
3 10 (12.05%) J2EE
4 9 (10.84%) REST
5 8 (9.64%) CSS3
5 8 (9.64%) Hibernate
5 8 (9.64%) SOAP
5 8 (9.64%) Spring
5 8 (9.64%) Web Services
6 7 (8.43%) AngularJS
7 6 (7.23%) Java EE
7 6 (7.23%) JPA
8 5 (6.02%) Spring Boot
8 5 (6.02%) XML
9 2 (2.41%) XSLT
Miscellaneous
1 27 (32.53%) Analytical Skills
2 9 (10.84%) Management Information System
3 4 (4.82%) Greenfield Project
4 2 (2.41%) FMCG
4 2 (2.41%) Learning Management System
5 1 (1.20%) Computer Science
5 1 (1.20%) Data Structures
5 1 (1.20%) User Experience
Operating Systems
1 2 (2.41%) Solaris
1 2 (2.41%) Unix
2 1 (1.20%) Android
2 1 (1.20%) Apple iOS
Processes & Methodologies
1 32 (38.55%) Agile Software Development
2 21 (25.30%) Business Intelligence
3 19 (22.89%) Scrum
4 18 (21.69%) MVC
5 16 (19.28%) ETL
6 14 (16.87%) Data Analysis
7 10 (12.05%) Analytics
8 8 (9.64%) Business Process Modelling
8 8 (9.64%) Financial Analysis
8 8 (9.64%) Test Automation
8 8 (9.64%) WFM
9 7 (8.43%) Data Management
9 7 (8.43%) Migration
9 7 (8.43%) Unit Testing
10 6 (7.23%) Data Architecture
10 6 (7.23%) Data Flow Diagram
10 6 (7.23%) Data Migration
10 6 (7.23%) OO
10 6 (7.23%) Stakeholder Management
10 6 (7.23%) TDD
Programming Languages
1 45 (54.22%) SQL
2 26 (31.33%) JavaScript
3 18 (21.69%) C#
4 15 (18.07%) Java
5 8 (9.64%) T-SQL
6 6 (7.23%) PL/SQL
7 2 (2.41%) Shell Script
7 2 (2.41%) VB
Qualifications
1 5 (6.02%) Degree
Quality Assurance & Compliance
1 6 (7.23%) Data Quality
2 1 (1.20%) GDPR
2 1 (1.20%) QA
Vendors
1 13 (15.66%) Oracle
2 6 (7.23%) Tableau
3 4 (4.82%) SAP
4 3 (3.61%) Microsoft
5 2 (2.41%) Perforce
6 1 (1.20%) Cognos
Greater Manchester
Spier Consulting Ltd
Rate: £300 - £320 per day
Posted: 2 days ago
Manchester, Lancashire
Capita Resourcing - IT Resourcing
Rate: £425 - £475 per day
Posted: 3 days ago
Manchester, Lancashire
TEKsystems
Posted: 3 days ago