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 27 May 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
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 85 88 79
Rank change year-on-year
+3 -9
Contract jobs citing Data Modelling 80 63 58
As % of all contract IT jobs located in the North West 2.02% 1.71% 1.89%
As % of the Processes & Methodologies category 2.47% 2.21% 2.52%
Number of daily rates quoted 52 44 35
Median daily rate £445 £500 £425
Median daily rate % change year-on-year
-11.00% +17.64%
90% offered a daily rate of more than £339 £400 £333
10% offered a daily rate of more than £536 £625 £542
UK excluding London median daily rate £450 £425 £403
% change year-on-year
+5.88% +5.59%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £23.15
UK excluding London median hourly rate - £20.69 £23.15
% change year-on-year
- -10.62%
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
3234 2852 2298
As % of all contract IT jobs located in the North West 81.81% 77.54% 74.85%
Number of daily rates quoted 2013 1642 1204
Median daily rate £425 £393 £388
Median daily rate % change year-on-year
+8.28% +1.29%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 70 139 115
Median hourly rate £36.00 £35.00 £31.50
Median hourly rate % change year-on-year
+2.85% +11.11%
90% offered a hourly rate of more than £17.00 £14.00 £14.10
10% offered a hourly rate of more than £48.50 £60.00 £45.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 27 May 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 27 May 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
Manchester -1 26 £425 -4.49% 12
Cheshire -7 25 £488 -
Merseyside +8 14 £388 -24.01% 2
Lancashire -9 11 £450 -22.74% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 27 May 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 65 (38.24%) ETL
2 60 (35.29%) SQL
3 55 (32.35%) Oracle
4 44 (25.88%) Agile Software Development
5 37 (21.76%) Business Intelligence
6 33 (19.41%) ERwin
6 33 (19.41%) Finance
7 31 (18.24%) Data Warehouse
7 31 (18.24%) Microsoft
8 26 (15.29%) SQL Server
8 26 (15.29%) Analytical Skills
9 24 (14.12%) Talend Open Studio
9 24 (14.12%) Talend
9 24 (14.12%) Migration
9 24 (14.12%) Continuous Integration
10 23 (13.53%) Informatica
11 22 (12.94%) PL/SQL
11 22 (12.94%) Java
12 21 (12.35%) Data Integration
13 20 (11.76%) SAP
13 20 (11.76%) SOA
14 18 (10.59%) Scrum
14 18 (10.59%) MySQL
14 18 (10.59%) T-SQL
15 17 (10.00%) Star Schema
15 17 (10.00%) Data Management
15 17 (10.00%) Analytics
15 17 (10.00%) Data Quality
16 16 (9.41%) Retail
16 16 (9.41%) PostgreSQL

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 14 (8.24%) SAS
2 4 (2.35%) Confluence
2 4 (2.35%) Tomcat
3 3 (1.76%) SharePoint
4 2 (1.18%) JBoss
4 2 (1.18%) Tuxedo
5 1 (0.59%) CICS
5 1 (0.59%) SharePoint 2013
Applications
1 10 (5.88%) MS Excel
2 2 (1.18%) MS Project
2 2 (1.18%) MS Visio
3 1 (0.59%) MS Office
3 1 (0.59%) MS PowerPoint
3 1 (0.59%) SPSS
Business Applications
1 7 (4.12%) SAP MDM
2 6 (3.53%) Dynamics AX
3 5 (2.94%) Dynamics CRM
4 4 (2.35%) SAP CRM
4 4 (2.35%) SAP hybris
5 2 (1.18%) Oracle EBS
5 2 (1.18%) Oracle Retail
6 1 (0.59%) Aareon QL
6 1 (0.59%) Academy Housing
6 1 (0.59%) arcHouse
6 1 (0.59%) MIS ActiveH
6 1 (0.59%) OPENHousing
6 1 (0.59%) Orchard Housing
6 1 (0.59%) SAP IS-U
Cloud Services
1 14 (8.24%) Amazon AWS
2 11 (6.47%) Amazon Kinesis
2 11 (6.47%) Amazon S3
2 11 (6.47%) AWS Elastic Beanstalk
3 7 (4.12%) Veeva
4 2 (1.18%) Cloud Computing
4 2 (1.18%) SaaS
4 2 (1.18%) Taleo
5 1 (0.59%) Office 365
Database & Business Intelligence
1 31 (18.24%) Data Warehouse
2 26 (15.29%) SQL Server
3 18 (10.59%) MySQL
4 17 (10.00%) Star Schema
5 16 (9.41%) PostgreSQL
6 15 (8.82%) SQL Server Integration Services
7 11 (6.47%) Amazon Redshift
7 11 (6.47%) SQL Server Reporting Services
8 10 (5.88%) Data Mining
9 8 (4.71%) Oracle Database
10 7 (4.12%) Base SAS
11 6 (3.53%) BusinessObjects
11 6 (3.53%) QlikView
12 5 (2.94%) Oracle Database 11g
12 5 (2.94%) PowerCenter
12 5 (2.94%) SQL Server Analysis Services
13 4 (2.35%) Big Data
13 4 (2.35%) DB2
13 4 (2.35%) SAP BW
13 4 (2.35%) Siebel EIM
Development Applications
1 33 (19.41%) ERwin
2 24 (14.12%) Talend Open Studio
3 7 (4.12%) JIRA
4 4 (2.35%) JUnit
4 4 (2.35%) Subversion
5 2 (1.18%) Oracle Forms
General
1 33 (19.41%) Finance
2 16 (9.41%) Retail
3 14 (8.24%) Pharmaceutical
4 8 (4.71%) Banking
5 2 (1.18%) Advertising
5 2 (1.18%) Back Office
5 2 (1.18%) Corporate Banking
5 2 (1.18%) Manufacturing
5 2 (1.18%) Telecoms
6 1 (0.59%) Billing
6 1 (0.59%) Investment Banking
6 1 (0.59%) Law
6 1 (0.59%) Legal
Job Titles
1 66 (38.82%) Developer
2 47 (27.65%) Analyst
3 34 (20.00%) Architect
4 29 (17.06%) ETL Developer
5 23 (13.53%) Business Analyst
6 20 (11.76%) Senior Developer
7 15 (8.82%) Data Analyst
8 13 (7.65%) Data Architect
9 12 (7.06%) Business Intelligence Developer
10 11 (6.47%) Senior ETL Developer
11 10 (5.88%) SQL Developer
12 8 (4.71%) Talend Developer
13 7 (4.12%) Author
13 7 (4.12%) Technical Author
14 6 (3.53%) Consultant
14 6 (3.53%) QlikView Developer
15 5 (2.94%) Database Developer
15 5 (2.94%) Informatica Developer
15 5 (2.94%) Technical Leader
16 4 (2.35%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 10 (5.88%) Middleware
1 10 (5.88%) XML
2 8 (4.71%) Web Services
3 7 (4.12%) Spring
4 6 (3.53%) CSS
4 6 (3.53%) Velocity
5 5 (2.94%) .NET
5 5 (2.94%) HTML
5 5 (2.94%) SOAP
6 4 (2.35%) Ajax
6 4 (2.35%) J2EE
6 4 (2.35%) jQuery
6 4 (2.35%) JSP
6 4 (2.35%) Spring MVC
6 4 (2.35%) XSD
7 3 (1.76%) Hibernate
7 3 (1.76%) JSON
7 3 (1.76%) RESTful
7 3 (1.76%) XML Schema
8 1 (0.59%) REST
Miscellaneous
1 26 (15.29%) Analytical Skills
2 21 (12.35%) Data Integration
3 8 (4.71%) Management Information System
4 7 (4.12%) Algorithms
4 7 (4.12%) Data Structures
5 6 (3.53%) Reference Data
6 5 (2.94%) Credit Risk
6 5 (2.94%) Taxonomies
7 4 (2.35%) iPad
7 4 (2.35%) Visualisation
8 3 (1.76%) Data Extraction
8 3 (1.76%) Graphic Design
8 3 (1.76%) Informatics
8 3 (1.76%) Life Science
8 3 (1.76%) Statistics
8 3 (1.76%) User Experience
9 2 (1.18%) Data Protection Act
9 2 (1.18%) FMCG
9 2 (1.18%) Private Cloud
10 1 (0.59%) Smart Meter
Operating Systems
1 12 (7.06%) Linux
2 10 (5.88%) Unix
3 3 (1.76%) Oracle Linux
4 1 (0.59%) AIX
4 1 (0.59%) Solaris
4 1 (0.59%) VME
4 1 (0.59%) zOS
Processes & Methodologies
1 65 (38.24%) ETL
2 44 (25.88%) Agile Software Development
3 37 (21.76%) Business Intelligence
4 24 (14.12%) Continuous Integration
4 24 (14.12%) Migration
5 20 (11.76%) SOA
6 18 (10.59%) Scrum
7 17 (10.00%) Analytics
7 17 (10.00%) Data Management
8 16 (9.41%) CRM
9 15 (8.82%) Logical Data Model
10 14 (8.24%) Unit Testing
11 13 (7.65%) Physical Data Model
11 13 (7.65%) Project Management
12 12 (7.06%) Automated Testing
12 12 (7.06%) Data Migration
13 11 (6.47%) Configuration Management
13 11 (6.47%) Data Governance
13 11 (6.47%) Mentoring
13 11 (6.47%) Stakeholder Management
Programming Languages
1 60 (35.29%) SQL
2 22 (12.94%) Java
2 22 (12.94%) PL/SQL
3 18 (10.59%) T-SQL
4 14 (8.24%) C++
5 10 (5.88%) VBA
6 9 (5.29%) COBOL
7 5 (2.94%) JavaScript
7 5 (2.94%) Shell Script
8 3 (1.76%) Python
8 3 (1.76%) VBScript
9 1 (0.59%) C#
9 1 (0.59%) PowerShell
9 1 (0.59%) R
9 1 (0.59%) Scala
Qualifications
1 14 (8.24%) Security Cleared
2 9 (5.29%) SC Cleared
3 4 (2.35%) Degree
4 3 (1.76%) BPSS Clearance
5 1 (0.59%) CESG Certified Professional
5 1 (0.59%) MCDBA
5 1 (0.59%) MCTS
5 1 (0.59%) Microsoft Certification
5 1 (0.59%) Microsoft Certified Architect
Quality Assurance & Compliance
1 17 (10.00%) Data Quality
2 5 (2.94%) Disclosure Scotland
3 1 (0.59%) SLA
System Software
1 11 (6.47%) Docker
2 1 (0.59%) HDFS
Vendors
1 55 (32.35%) Oracle
2 31 (18.24%) Microsoft
3 24 (14.12%) Talend
4 23 (13.53%) Informatica
5 20 (11.76%) SAP
6 9 (5.29%) Siebel
7 8 (4.71%) hybris
7 8 (4.71%) Salesforce.com
8 7 (4.12%) CA
8 7 (4.12%) Concur
8 7 (4.12%) Infor
9 5 (2.94%) Tableau
10 3 (1.76%) Software AG
10 3 (1.76%) Teradata
11 2 (1.18%) VMware
12 1 (0.59%) Anite
12 1 (0.59%) GoldenSource
12 1 (0.59%) IBM
12 1 (0.59%) Red Hat
12 1 (0.59%) Trillium
Manchester
Computer Futures
Rate: competitive
Posted: 15 days ago
Wigan
Real Staffing
Rate: £300 - £350 per day + competitive
Posted: 23 days ago