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 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
27 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 85 82 51
Rank change year-on-year
-3 -31
Contract jobs citing Data Modelling 75 70 94
As % of all contract IT jobs located in the North West 2.05% 1.85% 3.12%
As % of the Processes & Methodologies category 2.53% 2.37% 4.18%
Number of daily rates quoted 47 57 61
Median daily rate £425 £425 £375
Median daily rate % change year-on-year
- +13.33%
90% offered a daily rate of more than £325 £348 £300
10% offered a daily rate of more than £470 £628 £525
UK excluding London median daily rate £425 £421 £400
% change year-on-year
+0.89% +5.31%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.50 -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
2970 2957 2248
As % of all contract IT jobs located in the North West 81.13% 78.08% 74.66%
Number of daily rates quoted 1849 1761 1226
Median daily rate £408 £400 £375
Median daily rate % change year-on-year
+1.87% +6.66%
90% offered a daily rate of more than £288 £275 £257
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 93 125 94
Median hourly rate £24.00 £37.00 £27.50
Median hourly rate % change year-on-year
-35.13% +34.54%
90% offered a hourly rate of more than £12.58 £14.50 £13.00
10% offered a hourly rate of more than £59.31 £57.75 £45.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 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 27 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
Manchester +5 26 £425 -8.10% 11
Cheshire +14 22 £388 -35.41% 10
Lancashire -13 12 £445 +2.29% 1
Merseyside -1 4 £325 +20.37% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 27 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 57 (36.31%) SQL
1 57 (36.31%) ETL
2 52 (33.12%) Agile Software Development
3 48 (30.57%) Oracle
4 35 (22.29%) Finance
5 34 (21.66%) Talend Open Studio
5 34 (21.66%) Talend
6 29 (18.47%) Microsoft
7 28 (17.83%) Business Intelligence
7 28 (17.83%) SQL Server
8 24 (15.29%) Migration
9 23 (14.65%) Data Warehouse
9 23 (14.65%) Analytics
10 22 (14.01%) ERwin
11 21 (13.38%) Data Integration
11 21 (13.38%) SAP
12 20 (12.74%) Continuous Integration
12 20 (12.74%) Amazon AWS
13 19 (12.10%) Scrum
13 19 (12.10%) Java
13 19 (12.10%) Star Schema
13 19 (12.10%) Logical Data Model
14 18 (11.46%) SOA
14 18 (11.46%) CRM
15 17 (10.83%) Pharmaceutical
15 17 (10.83%) Amazon Redshift
16 16 (10.19%) Physical Data Model
16 16 (10.19%) Analytical Skills
16 16 (10.19%) T-SQL
16 16 (10.19%) PL/SQL

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 (3.18%) SAS
1 5 (3.18%) SharePoint
2 2 (1.27%) BizTalk Server
2 2 (1.27%) Confluence
2 2 (1.27%) JBoss
2 2 (1.27%) Tomcat
3 1 (0.64%) CICS
3 1 (0.64%) SharePoint 2013
Applications
1 10 (6.37%) MS Excel
2 1 (0.64%) MS PowerPoint
2 1 (0.64%) MS Project
2 1 (0.64%) MS Visio
Business Applications
1 8 (5.10%) Dynamics AX
2 7 (4.46%) SAP MDM
3 5 (3.18%) Dynamics CRM
3 5 (3.18%) SAP CRM
3 5 (3.18%) SAP hybris
4 2 (1.27%) Oracle EBS
5 1 (0.64%) Oracle BPM
5 1 (0.64%) Oracle Retail
5 1 (0.64%) Salesforce.com CRM
Cloud Services
1 20 (12.74%) Amazon AWS
2 11 (7.01%) Amazon Kinesis
2 11 (7.01%) Amazon S3
2 11 (7.01%) AWS Elastic Beanstalk
3 7 (4.46%) Veeva
4 2 (1.27%) IaaS
4 2 (1.27%) Microsoft Azure
4 2 (1.27%) PaaS
4 2 (1.27%) SaaS
5 1 (0.64%) Office 365
Database & Business Intelligence
1 28 (17.83%) SQL Server
2 23 (14.65%) Data Warehouse
3 19 (12.10%) Star Schema
4 17 (10.83%) Amazon Redshift
5 16 (10.19%) MySQL
6 13 (8.28%) PostgreSQL
7 12 (7.64%) SQL Server Integration Services
8 10 (6.37%) Relational Database
9 8 (5.10%) Oracle BI EE
9 8 (5.10%) Oracle Database
9 8 (5.10%) SQL Server Analysis Services
10 7 (4.46%) Data Mining
10 7 (4.46%) SQL Server Reporting Services
11 6 (3.82%) BusinessObjects
11 6 (3.82%) Data Mart
11 6 (3.82%) Essbase
11 6 (3.82%) Oracle Reports
12 5 (3.18%) DB2
12 5 (3.18%) Oracle Database 11g
12 5 (3.18%) PowerCenter
Development Applications
1 34 (21.66%) Talend Open Studio
2 22 (14.01%) ERwin
3 5 (3.18%) JIRA
4 2 (1.27%) JUnit
4 2 (1.27%) Oracle Forms
4 2 (1.27%) Subversion
General
1 35 (22.29%) Finance
2 17 (10.83%) Pharmaceutical
3 13 (8.28%) Retail
4 11 (7.01%) Banking
5 4 (2.55%) Marketing
6 3 (1.91%) Advertising
6 3 (1.91%) Back Office
6 3 (1.91%) Investment Banking
7 2 (1.27%) Corporate Banking
7 2 (1.27%) Front Office
7 2 (1.27%) Manufacturing
7 2 (1.27%) Telecoms
8 1 (0.64%) Billing
8 1 (0.64%) International Banking
8 1 (0.64%) Law
Job Titles
1 57 (36.31%) Developer
2 41 (26.11%) Analyst
3 27 (17.20%) Architect
4 22 (14.01%) ETL Developer
5 21 (13.38%) Business Analyst
6 18 (11.46%) Senior Developer
7 16 (10.19%) Data Analyst
8 12 (7.64%) Data Modeller
9 11 (7.01%) Senior ETL Developer
10 10 (6.37%) Consultant
10 10 (6.37%) SQL Developer
11 9 (5.73%) Data Architect
12 8 (5.10%) Business Intelligence Developer
12 8 (5.10%) Talend Developer
13 6 (3.82%) DBA
13 6 (3.82%) SSIS Developer
14 5 (3.18%) Database Developer
14 5 (3.18%) Designer
14 5 (3.18%) Hyperion Developer
14 5 (3.18%) Informatica Developer
Libraries, Frameworks & Software Standards
1 9 (5.73%) .NET
2 8 (5.10%) Middleware
3 7 (4.46%) XML
4 6 (3.82%) MDX
4 6 (3.82%) Web Services
5 5 (3.18%) J2EE
5 5 (3.18%) Spring
6 4 (2.55%) CSS
6 4 (2.55%) SOAP
7 3 (1.91%) Hibernate
7 3 (1.91%) HTML
8 2 (1.27%) Ajax
8 2 (1.27%) jQuery
8 2 (1.27%) JSON
8 2 (1.27%) JSP
8 2 (1.27%) RESTful
8 2 (1.27%) Spring MVC
8 2 (1.27%) Velocity
8 2 (1.27%) XML Schema
8 2 (1.27%) XSD
Miscellaneous
1 21 (13.38%) Data Integration
2 16 (10.19%) Analytical Skills
3 13 (8.28%) Data Structures
4 10 (6.37%) Management Information System
5 6 (3.82%) Credit Risk
6 4 (2.55%) Mainframe
6 4 (2.55%) Reference Data
6 4 (2.55%) Taxonomies
7 3 (1.91%) Algorithms
7 3 (1.91%) Informatics
7 3 (1.91%) Life Science
7 3 (1.91%) Visualisation
8 2 (1.27%) Data Protection Act
8 2 (1.27%) Enterprise Software
8 2 (1.27%) FMCG
8 2 (1.27%) iPad
9 1 (0.64%) Computer Science
9 1 (0.64%) Ontologies
Operating Systems
1 8 (5.10%) Linux
2 7 (4.46%) Unix
3 4 (2.55%) zOS
4 3 (1.91%) Oracle Linux
5 1 (0.64%) VME
Processes & Methodologies
1 57 (36.31%) ETL
2 52 (33.12%) Agile Software Development
3 28 (17.83%) Business Intelligence
4 24 (15.29%) Migration
5 23 (14.65%) Analytics
6 20 (12.74%) Continuous Integration
7 19 (12.10%) Logical Data Model
7 19 (12.10%) Scrum
8 18 (11.46%) CRM
8 18 (11.46%) SOA
9 16 (10.19%) Data Migration
9 16 (10.19%) Physical Data Model
10 15 (9.55%) Stakeholder Management
11 14 (8.92%) Business Analysis
11 14 (8.92%) Mentoring
12 13 (8.28%) Data Management
12 13 (8.28%) Kimball Methodology
12 13 (8.28%) Project Management
13 12 (7.64%) Automated Testing
14 11 (7.01%) Performance Tuning
Programming Languages
1 57 (36.31%) SQL
2 19 (12.10%) Java
3 16 (10.19%) PL/SQL
3 16 (10.19%) T-SQL
4 7 (4.46%) COBOL
5 6 (3.82%) C++
6 5 (3.18%) JavaScript
6 5 (3.18%) Shell Script
7 3 (1.91%) VBA
8 2 (1.27%) Python
9 1 (0.64%) C#
9 1 (0.64%) PowerShell
9 1 (0.64%) Scala
Qualifications
1 12 (7.64%) Security Cleared
2 9 (5.73%) SC Cleared
3 3 (1.91%) Degree
4 2 (1.27%) BPSS Clearance
Quality Assurance & Compliance
1 12 (7.64%) Data Quality
2 3 (1.91%) Disclosure Scotland
2 3 (1.91%) QA
3 1 (0.64%) SLA
System Software
1 11 (7.01%) Docker
2 1 (0.64%) Active Directory
2 1 (0.64%) HDFS
Vendors
1 48 (30.57%) Oracle
2 34 (21.66%) Talend
3 29 (18.47%) Microsoft
4 21 (13.38%) SAP
5 14 (8.92%) Informatica
6 9 (5.73%) Siebel
7 8 (5.10%) Salesforce.com
8 7 (4.46%) Concur
8 7 (4.46%) hybris
8 7 (4.46%) Infor
9 6 (3.82%) Hyperion
9 6 (3.82%) Tableau
10 5 (3.18%) Ab Initio
11 4 (2.55%) Teradata
12 2 (1.27%) Software AG
13 1 (0.64%) GoldenSource
13 1 (0.64%) Hortonworks
13 1 (0.64%) IBM
13 1 (0.64%) Trillium
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 2 days ago