The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 1 July 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
1 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 94 86 63
Rank change year-on-year
-8 -23
Contract jobs citing Data Modelling 67 69 75
As % of all contract IT jobs located in the North West 1.78% 1.86% 2.44%
As % of the Processes & Methodologies category 2.21% 2.39% 3.25%
Number of daily rates quoted 48 51 49
Median daily rate £425 £425 £388
Median daily rate % change year-on-year
- +9.53%
90% offered a daily rate of more than £329 £350 £325
10% offered a daily rate of more than £525 £625 £533
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 0 2 1
Median hourly rate - £33.50 £23.15
Median hourly rate % change year-on-year
- +44.70%
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
3037 2891 2305
As % of all contract IT jobs located in the North West 80.90% 77.76% 75.08%
Number of daily rates quoted 1916 1724 1227
Median daily rate £413 £388 £388
Median daily rate % change year-on-year
+6.45% -
90% offered a daily rate of more than £300 £275 £260
10% offered a daily rate of more than £550 £550 £547
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 75 118 98
Median hourly rate £32.50 £33.50 £28.75
Median hourly rate % change year-on-year
-2.98% +16.52%
90% offered a hourly rate of more than £12.58 £14.50 £15.00
10% offered a hourly rate of more than £52.16 £52.08 £45.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Modelling
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 the North West

Data Modelling
Daily Rate Trend in the North West

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

Data Modelling Daily Rate Trend in the North West

Data Modelling
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the North West region over the 3 months to 1 July 2016.

Data Modelling Daily Rate Histogram in the North West

Data Modelling
Hourly Rate Trend in the North West

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

Data Modelling Hourly Rate Trend 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 1 July 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
Cheshire -1 22 £424 -0.29% 4
Manchester +11 21 £438 -7.40% 12
Lancashire -12 12 £445 -17.20%
Merseyside +2 5 £450 -11.76% 5
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 1 July 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 North West region with a requirement for Data Modelling.

1 52 (35.86%) ETL
2 47 (32.41%) Agile Software Development
3 45 (31.03%) Oracle
4 44 (30.34%) SQL
5 32 (22.07%) Finance
6 30 (20.69%) Business Intelligence
7 28 (19.31%) Talend Open Studio
7 28 (19.31%) Talend
8 25 (17.24%) Microsoft
9 23 (15.86%) SQL Server
9 23 (15.86%) Continuous Integration
10 22 (15.17%) Data Integration
10 22 (15.17%) Java
11 21 (14.48%) SAP
11 21 (14.48%) ERwin
12 20 (13.79%) Analytics
13 19 (13.10%) Analytical Skills
13 19 (13.10%) Migration
13 19 (13.10%) SOA
13 19 (13.10%) Data Warehouse
14 18 (12.41%) CRM
14 18 (12.41%) PL/SQL
14 18 (12.41%) MySQL
14 18 (12.41%) Scrum
14 18 (12.41%) Amazon AWS
15 17 (11.72%) Logical Data Model
15 17 (11.72%) Star Schema
16 16 (11.03%) Pharmaceutical
17 15 (10.34%) Amazon Redshift
18 14 (9.66%) Physical Data Model

Data Modelling
Top Related 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 5 (3.45%) SharePoint
2 4 (2.76%) Confluence
2 4 (2.76%) SAS
2 4 (2.76%) Tomcat
3 2 (1.38%) BizTalk Server
3 2 (1.38%) JBoss
4 1 (0.69%) CICS
4 1 (0.69%) SharePoint 2013
4 1 (0.69%) Tuxedo
Applications
1 8 (5.52%) MS Excel
2 1 (0.69%) MS PowerPoint
2 1 (0.69%) MS Project
2 1 (0.69%) MS Visio
Business Applications
1 7 (4.83%) SAP MDM
2 5 (3.45%) Dynamics AX
2 5 (3.45%) Dynamics CRM
2 5 (3.45%) SAP CRM
2 5 (3.45%) SAP hybris
3 2 (1.38%) Oracle EBS
4 1 (0.69%) Oracle BPM
4 1 (0.69%) Oracle Retail
4 1 (0.69%) Salesforce.com CRM
Cloud Services
1 18 (12.41%) Amazon AWS
2 11 (7.59%) Amazon Kinesis
2 11 (7.59%) Amazon S3
2 11 (7.59%) AWS Elastic Beanstalk
3 7 (4.83%) Veeva
4 2 (1.38%) IaaS
4 2 (1.38%) Microsoft Azure
4 2 (1.38%) PaaS
4 2 (1.38%) SaaS
5 1 (0.69%) Cloud Computing
5 1 (0.69%) Office 365
Database & Business Intelligence
1 23 (15.86%) SQL Server
2 19 (13.10%) Data Warehouse
3 18 (12.41%) MySQL
4 17 (11.72%) Star Schema
5 15 (10.34%) Amazon Redshift
6 14 (9.66%) PostgreSQL
7 10 (6.90%) SQL Server Integration Services
8 8 (5.52%) Oracle Database
8 8 (5.52%) SQL Server Reporting Services
9 7 (4.83%) Relational Database
10 6 (4.14%) BusinessObjects
10 6 (4.14%) Data Mining
10 6 (4.14%) Oracle BI EE
10 6 (4.14%) PowerCenter
10 6 (4.14%) SQL Server Analysis Services
11 5 (3.45%) DB2
11 5 (3.45%) Oracle Database 11g
11 5 (3.45%) Oracle Reports
12 4 (2.76%) QlikView
12 4 (2.76%) SAP BW
Development Applications
1 28 (19.31%) Talend Open Studio
2 21 (14.48%) ERwin
3 7 (4.83%) JIRA
4 4 (2.76%) JUnit
4 4 (2.76%) Subversion
5 2 (1.38%) Oracle Forms
General
1 32 (22.07%) Finance
2 16 (11.03%) Pharmaceutical
3 12 (8.28%) Retail
4 7 (4.83%) Banking
5 3 (2.07%) Advertising
5 3 (2.07%) Marketing
6 2 (1.38%) Corporate Banking
6 2 (1.38%) Manufacturing
6 2 (1.38%) Telecoms
7 1 (0.69%) Back Office
7 1 (0.69%) Billing
7 1 (0.69%) Investment Banking
7 1 (0.69%) Law
Job Titles
1 57 (39.31%) Developer
2 33 (22.76%) Analyst
3 28 (19.31%) Architect
4 23 (15.86%) ETL Developer
5 20 (13.79%) Senior Developer
6 18 (12.41%) Business Analyst
7 12 (8.28%) Consultant
8 11 (7.59%) Data Analyst
8 11 (7.59%) Senior ETL Developer
9 9 (6.21%) Data Modeller
10 8 (5.52%) Data Architect
10 8 (5.52%) SQL Developer
10 8 (5.52%) Talend Developer
11 7 (4.83%) Business Intelligence Developer
12 6 (4.14%) DBA
13 5 (3.45%) Database Developer
13 5 (3.45%) Informatica Developer
13 5 (3.45%) Technical Leader
14 4 (2.76%) Java Developer
14 4 (2.76%) Lead Developer
Libraries, Frameworks & Software Standards
1 9 (6.21%) Middleware
1 9 (6.21%) XML
2 8 (5.52%) Web Services
3 7 (4.83%) Spring
4 6 (4.14%) CSS
5 5 (3.45%) .NET
5 5 (3.45%) HTML
5 5 (3.45%) J2EE
6 4 (2.76%) Ajax
6 4 (2.76%) jQuery
6 4 (2.76%) JSP
6 4 (2.76%) MDX
6 4 (2.76%) SOAP
6 4 (2.76%) Spring MVC
6 4 (2.76%) XSD
7 3 (2.07%) Hibernate
8 2 (1.38%) JSON
8 2 (1.38%) RESTful
8 2 (1.38%) Velocity
8 2 (1.38%) XML Schema
Miscellaneous
1 22 (15.17%) Data Integration
2 19 (13.10%) Analytical Skills
3 10 (6.90%) Data Structures
4 7 (4.83%) Management Information System
5 5 (3.45%) Credit Risk
5 5 (3.45%) Reference Data
6 4 (2.76%) iPad
6 4 (2.76%) Mainframe
6 4 (2.76%) Taxonomies
7 3 (2.07%) Algorithms
7 3 (2.07%) Informatics
7 3 (2.07%) Life Science
8 2 (1.38%) Data Protection Act
8 2 (1.38%) Enterprise Software
8 2 (1.38%) FMCG
9 1 (0.69%) Computer Science
9 1 (0.69%) Data Extraction
9 1 (0.69%) Ontologies
9 1 (0.69%) Statistics
9 1 (0.69%) Visualisation
Operating Systems
1 10 (6.90%) Linux
1 10 (6.90%) Unix
2 4 (2.76%) zOS
3 3 (2.07%) Oracle Linux
4 1 (0.69%) VME
Processes & Methodologies
1 52 (35.86%) ETL
2 47 (32.41%) Agile Software Development
3 30 (20.69%) Business Intelligence
4 23 (15.86%) Continuous Integration
5 20 (13.79%) Analytics
6 19 (13.10%) Migration
6 19 (13.10%) SOA
7 18 (12.41%) CRM
7 18 (12.41%) Scrum
8 17 (11.72%) Logical Data Model
9 14 (9.66%) Physical Data Model
9 14 (9.66%) Project Management
10 13 (8.97%) Data Management
10 13 (8.97%) Mentoring
11 12 (8.28%) Automated Testing
11 12 (8.28%) Data Migration
12 11 (7.59%) Kimball Methodology
12 11 (7.59%) Stakeholder Management
13 10 (6.90%) Configuration Management
14 9 (6.21%) Business Analysis
Programming Languages
1 44 (30.34%) SQL
2 22 (15.17%) Java
3 18 (12.41%) PL/SQL
4 10 (6.90%) T-SQL
5 8 (5.52%) COBOL
6 7 (4.83%) C++
7 6 (4.14%) Shell Script
8 5 (3.45%) JavaScript
9 2 (1.38%) Python
9 2 (1.38%) VBA
9 2 (1.38%) VBScript
10 1 (0.69%) C#
10 1 (0.69%) PowerShell
10 1 (0.69%) Scala
Qualifications
1 12 (8.28%) Security Cleared
2 9 (6.21%) SC Cleared
3 3 (2.07%) Degree
4 2 (1.38%) BPSS Clearance
5 1 (0.69%) CESG Certified Professional
5 1 (0.69%) MCDBA
5 1 (0.69%) MCTS
5 1 (0.69%) Microsoft Certification
5 1 (0.69%) Microsoft Certified Architect
Quality Assurance & Compliance
1 11 (7.59%) Data Quality
2 4 (2.76%) Disclosure Scotland
3 1 (0.69%) SLA
System Software
1 11 (7.59%) Docker
2 1 (0.69%) Active Directory
2 1 (0.69%) HDFS
Vendors
1 45 (31.03%) Oracle
2 28 (19.31%) Talend
3 25 (17.24%) Microsoft
4 21 (14.48%) SAP
5 12 (8.28%) Informatica
6 10 (6.90%) Siebel
7 9 (6.21%) hybris
8 8 (5.52%) Salesforce.com
9 7 (4.83%) Concur
9 7 (4.83%) Infor
10 6 (4.14%) Tableau
11 4 (2.76%) Hyperion
12 3 (2.07%) Teradata
13 2 (1.38%) Software AG
14 1 (0.69%) Ab Initio
14 1 (0.69%) GoldenSource
14 1 (0.69%) Hortonworks
14 1 (0.69%) IBM
14 1 (0.69%) Trillium
14 1 (0.69%) VMware
Manchester, Lancashire
Fruition IT Resources Limited
Rate: £0.00 per day
Posted: 14 hours ago
North West
Rullion IT Plus
Rate: Competitive Rate
Posted: Yesterday
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 22 hours ago
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Posted: 3 days ago
Manchester
Nixor
Rate: £400 - £440 per day
Posted: 4 days ago
Warrington, Cheshire
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Posted: 3 days ago