The following table provides summary statistics for contract job vacancies advertised in the North West 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 26 April 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
England / North West
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 69 84 76
Rank change year-on-year +15 -8  
Contract jobs citing Data Modelling 66 81 80
As % of all contract IT jobs advertised in the North West 2.37% 2.02% 2.07%
As % of the Processes & Methodologies category 2.90% 2.47% 2.60%
Number of daily rates quoted 38 52 49
Median daily rate £400 £450 £500
Median daily rate % change year-on-year -11.11% -10.00%  
90% offered a daily rate of more than £305 £363 £380
10% offered a daily rate of more than £480 £525 £625
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 1 0 2
Median hourly rate £21.00 - £49.50
UK excluding London median hourly rate £21.00 £49.82 £31.25
% change year-on-year -57.84% +59.42%  

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 the North West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2278 3279 3072
As % of all contract IT job vacancies advertised in the North West 81.97% 81.87% 79.44%
Number of daily rates quoted 1390 2017 1684
Median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.12%  
90% offered a daily rate of more than £277 £300 £275
10% offered a daily rate of more than £525 £550 £550
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 116 100 142
Median hourly rate £42.00 £37.50 £37.00
Median hourly rate % change year-on-year +12.00% +1.35%  
90% offered a hourly rate of more than £16.18 £16.00 £13.00
10% offered a hourly rate of more than £53.00 £47.91 £60.00
UK excluding London median hourly rate £37.00 £36.00 £30.75
% change year-on-year +2.77% +17.07%  

Data Modelling
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Data Modelling
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Modelling in the North West

Data Modelling
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Modelling in the North West over the 3 months to 26 April 2017.

Contractor daily rate histogram for Data Modelling in the North West

Data Modelling
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Modelling in the North West

Data Modelling
Contract Job Locations in the North West

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 North West region over the 3 months to 26 April 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
Manchester +21 37 £390 -7.69% 10
Cheshire +19 13 £400 -17.94% 3
Lancashire +7 6 £400 -11.11%
Merseyside -10 3 - - 3
Data Modelling
England

For the 6 months to 26 April 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 North West region with a requirement for Data Modelling.

1 59 (41.26%) SQL
2 57 (39.86%) Finance
3 41 (28.67%) Agile Software Development
4 37 (25.87%) SQL Server
5 32 (22.38%) JavaScript
6 30 (20.98%) Analytical Skills
7 29 (20.28%) Scrum
7 29 (20.28%) ETL
8 28 (19.58%) Business Intelligence
9 27 (18.88%) CSS
10 26 (18.18%) HTML
10 26 (18.18%) HTML5
11 24 (16.78%) Oracle
12 23 (16.08%) Retail
13 22 (15.38%) Data Warehouse
13 22 (15.38%) jQuery
14 20 (13.99%) Team Foundation Server
15 18 (12.59%) Data Analysis
15 18 (12.59%) C#
15 18 (12.59%) .NET
15 18 (12.59%) SAP
15 18 (12.59%) ASP.NET
15 18 (12.59%) MVC
15 18 (12.59%) ASP.NET Web API
16 17 (11.89%) CMS
16 17 (11.89%) Umbraco
17 16 (11.19%) SQL Server 2008
17 16 (11.19%) Tableau
17 16 (11.19%) Migration
17 16 (11.19%) Java

Data Modelling
Co-occurring IT Skills in the North West 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 (11.89%) CMS
1 17 (11.89%) Umbraco
2 7 (4.90%) SAS
3 4 (2.80%) Confluence
4 3 (2.10%) IIS
5 2 (1.40%) Tomcat
6 1 (0.70%) Apache Spark
6 1 (0.70%) EPiServer
6 1 (0.70%) NetWeaver
6 1 (0.70%) SharePoint Server
Applications
1 16 (11.19%) Microsoft Excel
2 7 (4.90%) Microsoft Office
3 1 (0.70%) MS Visio
Business Applications
1 4 (2.80%) SAP MDG
1 4 (2.80%) SAP Retail
2 1 (0.70%) Cognos TM1
2 1 (0.70%) Oracle Applications
2 1 (0.70%) Oracle Retail
2 1 (0.70%) SAP MM
2 1 (0.70%) SAP PM
Cloud Services
1 10 (6.99%) Amazon AWS
2 3 (2.10%) Microsoft Azure
3 2 (1.40%) Amazon S3
4 1 (0.70%) IBM Cloud
4 1 (0.70%) SoftLayer
4 1 (0.70%) Trello
Communications & Networking
1 2 (1.40%) HTTP
1 2 (1.40%) SSL
2 1 (0.70%) Network Security
Database & Business Intelligence
1 37 (25.87%) SQL Server
2 22 (15.38%) Data Warehouse
3 16 (11.19%) SQL Server 2008
3 16 (11.19%) SQL Server 2014
4 13 (9.09%) BusinessObjects
4 13 (9.09%) Relational Database
5 11 (7.69%) SQL Server Integration Services
6 10 (6.99%) DB2
6 10 (6.99%) QlikView
6 10 (6.99%) SQL Server Reporting Services
7 8 (5.59%) Oracle Reports
7 8 (5.59%) SAP Data Services
7 8 (5.59%) SQL Server Analysis Services
8 7 (4.90%) Amazon Redshift
8 7 (4.90%) MySQL
8 7 (4.90%) Power BI
8 7 (4.90%) RDBMS
9 6 (4.20%) Oracle BI EE
10 5 (3.50%) Big Data
10 5 (3.50%) Data Mart
Development Applications
1 20 (13.99%) Team Foundation Server
2 13 (9.09%) ERwin
3 11 (7.69%) JUnit
4 8 (5.59%) JIRA
5 7 (4.90%) Talend Open Studio
6 5 (3.50%) Eclipse
6 5 (3.50%) Git (software)
6 5 (3.50%) Jenkins
6 5 (3.50%) Visual Studio
7 3 (2.10%) Gradle
7 3 (2.10%) IntelliJ
7 3 (2.10%) JProfiler
7 3 (2.10%) Maven
8 1 (0.70%) SonarQube
8 1 (0.70%) SQL Server Management Studio (SSMS)
General
1 57 (39.86%) Finance
2 23 (16.08%) Retail
3 13 (9.09%) Banking
4 7 (4.90%) Pharmaceutical
5 2 (1.40%) Marketing
Job Titles
1 60 (41.96%) Developer
2 32 (22.38%) Analyst
3 18 (12.59%) Architect
4 16 (11.19%) Data Analyst
5 15 (10.49%) Java Developer
5 15 (10.49%) Umbraco Developer
6 14 (9.79%) Data Architect
6 14 (9.79%) Senior Developer
7 12 (8.39%) Consultant
8 10 (6.99%) Business Analyst
9 8 (5.59%) Data Modeller
9 8 (5.59%) SQL Developer
10 7 (4.90%) Business Intelligence Developer
11 6 (4.20%) SAP Developer
11 6 (4.20%) Technical Developer
12 5 (3.50%) Administrator
12 5 (3.50%) Designer
12 5 (3.50%) SQL BI Developer
12 5 (3.50%) Tableau Consultant
12 5 (3.50%) Technical Designer
Libraries, Frameworks & Software Standards
1 27 (18.88%) CSS
2 26 (18.18%) HTML
2 26 (18.18%) HTML5
3 22 (15.38%) jQuery
4 18 (12.59%) .NET
4 18 (12.59%) ASP.NET
4 18 (12.59%) ASP.NET Web API
5 15 (10.49%) J2EE
6 14 (9.79%) REST
7 13 (9.09%) Hibernate
7 13 (9.09%) SOAP
7 13 (9.09%) Spring
8 12 (8.39%) Web Services
9 11 (7.69%) AngularJS
9 11 (7.69%) JPA
10 10 (6.99%) CSS3
11 9 (6.29%) Java EE
11 9 (6.29%) Spring Boot
12 6 (4.20%) JSON
13 4 (2.80%) Ajax
Miscellaneous
1 30 (20.98%) Analytical Skills
2 12 (8.39%) Management Information System
3 3 (2.10%) Data Structures
3 3 (2.10%) Greenfield Project
4 2 (1.40%) FMCG
4 2 (1.40%) Learning Management System
5 1 (0.70%) Credit Risk
5 1 (0.70%) Replication
5 1 (0.70%) User Experience
Operating Systems
1 1 (0.70%) AIX
1 1 (0.70%) Android
1 1 (0.70%) Apple iOS
1 1 (0.70%) Linux
1 1 (0.70%) Red Hat Enterprise Linux
1 1 (0.70%) Unix
Processes & Methodologies
1 41 (28.67%) Agile Software Development
2 29 (20.28%) ETL
2 29 (20.28%) Scrum
3 28 (19.58%) Business Intelligence
4 18 (12.59%) Data Analysis
4 18 (12.59%) MVC
5 16 (11.19%) Analytics
5 16 (11.19%) Migration
6 15 (10.49%) Data Migration
7 13 (9.09%) Data Architecture
7 13 (9.09%) TDD
8 12 (8.39%) OO
9 11 (7.69%) Stakeholder Management
9 11 (7.69%) Unit Testing
10 9 (6.29%) Business Analysis
10 9 (6.29%) Data Flow Diagram
10 9 (6.29%) Software Engineering
10 9 (6.29%) Test Scripting
11 8 (5.59%) Business Process Modelling
12 7 (4.90%) Kalman Filter
Programming Languages
1 59 (41.26%) SQL
2 32 (22.38%) JavaScript
3 18 (12.59%) C#
4 16 (11.19%) Java
5 11 (7.69%) T-SQL
6 2 (1.40%) PL/SQL
7 1 (0.70%) ABAP
7 1 (0.70%) ANSI SQL
7 1 (0.70%) Shell Script
7 1 (0.70%) VB
7 1 (0.70%) VBScript
Qualifications
1 8 (5.59%) Degree
2 1 (0.70%) ISEB
2 1 (0.70%) SC Cleared
2 1 (0.70%) Security Cleared
Quality Assurance & Compliance
1 11 (7.69%) Data Quality
2 2 (1.40%) QA
System Software
1 1 (0.70%) Oracle RAC
Systems Management
1 1 (0.70%) AirWatch
1 1 (0.70%) Data Guard
1 1 (0.70%) Enterprise Manager Cloud Control
1 1 (0.70%) Oracle Enterprise Manager
1 1 (0.70%) Oracle RMAN
Vendors
1 24 (16.78%) Oracle
2 18 (12.59%) SAP
3 16 (11.19%) Tableau
4 10 (6.99%) IBM
5 8 (5.59%) Hyperion
6 7 (4.90%) IDERA
6 7 (4.90%) Talend
7 5 (3.50%) Perforce
8 4 (2.80%) Embarcadero
8 4 (2.80%) Teradata
9 2 (1.40%) Microsoft
10 1 (0.70%) Apple
10 1 (0.70%) Cognos
10 1 (0.70%) EXASOL
10 1 (0.70%) Google
10 1 (0.70%) Guidewire
10 1 (0.70%) Red Hat
Manchester, Lancashire
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Rate: Competitive Salary & Company Benefits
Posted: 5 days ago