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 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 86 49 46
Rank change year-on-year
-37 -3
Contract jobs citing Data Modelling 68 150 108
As % of all contract IT jobs located in the North West 1.94% 3.35% 3.38%
As % of the Processes & Methodologies category 2.34% 4.09% 4.46%
Number of daily rates quoted 47 116 73
Median daily rate £425 £475 £375
Median daily rate % change year-on-year
-10.52% +26.66%
90% offered a daily rate of more than £330 £350 £290
10% offered a daily rate of more than £660 £604 £500
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £80.00
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
2904 3669 2419
As % of all contract IT jobs located in the North West 83.00% 81.99% 75.78%
Number of daily rates quoted 1863 2304 1386
Median daily rate £401 £425 £375
Median daily rate % change year-on-year
-5.76% +13.33%
90% offered a daily rate of more than £300 £289 £265
10% offered a daily rate of more than £550 £555 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 92 141 112
Median hourly rate £24.00 £37.00 £30.00
Median hourly rate % change year-on-year
-35.13% +23.33%
90% offered a hourly rate of more than £13.00 £14.50 £12.50
10% offered a hourly rate of more than £61.46 £56.97 £78.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 25 September 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 25 September 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 +24 25 £425 -15.00% 3
Manchester -24 22 £425 -5.55% 7
Merseyside +10 10 £500 +33.33% 3
Lancashire -28 1 £455 -6.18% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 25 September 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 46 (34.59%) SQL
2 37 (27.82%) Data Warehouse
3 36 (27.07%) Oracle
3 36 (27.07%) Agile Software Development
4 33 (24.81%) ETL
5 25 (18.80%) Business Intelligence
5 25 (18.80%) Logical Data Model
6 24 (18.05%) Finance
7 22 (16.54%) Migration
7 22 (16.54%) Data Management
8 21 (15.79%) Talend Open Studio
8 21 (15.79%) Physical Data Model
8 21 (15.79%) Talend
9 20 (15.04%) Analytics
10 18 (13.53%) SQL Server
11 17 (12.78%) Microsoft
11 17 (12.78%) Data Analysis
11 17 (12.78%) Analytical Skills
12 16 (12.03%) Data Architecture
13 15 (11.28%) Banking
14 14 (10.53%) Data Integration
14 14 (10.53%) Stakeholder Management
15 13 (9.77%) CRM
15 13 (9.77%) Retail
15 13 (9.77%) Big Data
15 13 (9.77%) Relational Database
15 13 (9.77%) Data Governance
16 12 (9.02%) Data Quality
16 12 (9.02%) Data Migration
16 12 (9.02%) Management Information System

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 (3.76%) SAS
1 5 (3.76%) SharePoint
2 3 (2.26%) JBoss
3 2 (1.50%) BizTalk Server
4 1 (0.75%) CICS
4 1 (0.75%) SharePoint 2013
Applications
1 7 (5.26%) MS Excel
2 1 (0.75%) MS PowerPoint
2 1 (0.75%) MS Project
2 1 (0.75%) MS Visio
Business Applications
1 7 (5.26%) Dynamics AX
2 5 (3.76%) SAP CRM
2 5 (3.76%) SAP hybris
3 4 (3.01%) Dynamics CRM
4 2 (1.50%) Oracle Retail
5 1 (0.75%) Oracle BPM
5 1 (0.75%) Oracle EBS
5 1 (0.75%) Salesforce.com CRM
5 1 (0.75%) SAP MDM
Cloud Services
1 11 (8.27%) Amazon AWS
2 3 (2.26%) Microsoft Azure
3 2 (1.50%) Amazon Kinesis
3 2 (1.50%) Amazon S3
3 2 (1.50%) AWS Elastic Beanstalk
3 2 (1.50%) IaaS
3 2 (1.50%) PaaS
3 2 (1.50%) SaaS
4 1 (0.75%) Office 365
4 1 (0.75%) Veeva
Communications & Networking
1 1 (0.75%) Internet
1 1 (0.75%) SSL
Database & Business Intelligence
1 37 (27.82%) Data Warehouse
2 18 (13.53%) SQL Server
3 13 (9.77%) Big Data
3 13 (9.77%) Relational Database
4 11 (8.27%) Star Schema
5 9 (6.77%) Amazon Redshift
5 9 (6.77%) Oracle Database
5 9 (6.77%) SQL Server Integration Services
6 8 (6.02%) Essbase
6 8 (6.02%) Oracle Reports
7 7 (5.26%) BusinessObjects
7 7 (5.26%) Data Mart
7 7 (5.26%) Oracle BI EE
8 6 (4.51%) Oracle Database 11g
8 6 (4.51%) PostgreSQL
9 5 (3.76%) Hadoop
9 5 (3.76%) OLAP
9 5 (3.76%) Oracle OLAP
9 5 (3.76%) SQL Server Analysis Services
10 4 (3.01%) SQL Server Reporting Services
Development Applications
1 21 (15.79%) Talend Open Studio
2 7 (5.26%) ERwin
3 4 (3.01%) JIRA
3 4 (3.01%) Oracle Forms
4 3 (2.26%) JUnit
5 2 (1.50%) Eclipse
5 2 (1.50%) Git (software)
5 2 (1.50%) Gradle
5 2 (1.50%) IntelliJ
5 2 (1.50%) Jenkins
5 2 (1.50%) JProfiler
5 2 (1.50%) Maven
5 2 (1.50%) SonarQube
General
1 24 (18.05%) Finance
2 15 (11.28%) Banking
3 13 (9.77%) Retail
4 7 (5.26%) Pharmaceutical
5 5 (3.76%) Marketing
6 3 (2.26%) Investment Banking
7 2 (1.50%) Advertising
7 2 (1.50%) Back Office
7 2 (1.50%) Front Office
8 1 (0.75%) Billing
8 1 (0.75%) Corporate Banking
8 1 (0.75%) International Banking
8 1 (0.75%) Legal
8 1 (0.75%) Retail Banking
Job Titles
1 42 (31.58%) Architect
2 32 (24.06%) Developer
3 26 (19.55%) Analyst
4 24 (18.05%) Data Architect
5 14 (10.53%) Business Analyst
6 11 (8.27%) Data Modeller
7 10 (7.52%) SQL Developer
8 9 (6.77%) Consultant
8 9 (6.77%) Data Analyst
8 9 (6.77%) DBA
9 8 (6.02%) Designer
10 7 (5.26%) Solutions Architect
11 6 (4.51%) Hyperion Developer
11 6 (4.51%) OBIEE Developer
11 6 (4.51%) Senior Designer
11 6 (4.51%) SSIS Developer
12 4 (3.01%) OBIEE Consultant
12 4 (3.01%) Oracle Forms Developer
12 4 (3.01%) Report Developer
12 4 (3.01%) SSRS Developer
Libraries, Frameworks & Software Standards
1 9 (6.77%) Middleware
2 7 (5.26%) MDX
2 7 (5.26%) SOAP
3 6 (4.51%) .NET
4 4 (3.01%) Hibernate
4 4 (3.01%) REST
4 4 (3.01%) Spring
4 4 (3.01%) Web Services
5 3 (2.26%) J2EE
5 3 (2.26%) Java EE
5 3 (2.26%) JPA
6 2 (1.50%) Ajax
6 2 (1.50%) AngularJS
6 2 (1.50%) Backbone.js
6 2 (1.50%) jQuery
6 2 (1.50%) JSON
6 2 (1.50%) Spring Boot
6 2 (1.50%) Velocity
6 2 (1.50%) XML
7 1 (0.75%) Dropwizard
Miscellaneous
1 17 (12.78%) Analytical Skills
2 14 (10.53%) Data Integration
3 12 (9.02%) Management Information System
4 9 (6.77%) Data Structures
5 5 (3.76%) Ontologies
5 5 (3.76%) Taxonomies
6 4 (3.01%) Credit Risk
6 4 (3.01%) Mainframe
7 3 (2.26%) Enterprise Software
7 3 (2.26%) Informatics
7 3 (2.26%) Life Science
7 3 (2.26%) Visualisation
8 2 (1.50%) Data Protection Act
9 1 (0.75%) Clustering
9 1 (0.75%) Computer Science
9 1 (0.75%) Reference Data
9 1 (0.75%) Replication
9 1 (0.75%) User Experience
Operating Systems
1 8 (6.02%) Linux
2 4 (3.01%) zOS
3 3 (2.26%) Oracle Linux
3 3 (2.26%) Unix
4 1 (0.75%) AIX
4 1 (0.75%) HPUX
4 1 (0.75%) Solaris
4 1 (0.75%) VME
4 1 (0.75%) Windows
Processes & Methodologies
1 36 (27.07%) Agile Software Development
2 33 (24.81%) ETL
3 25 (18.80%) Business Intelligence
3 25 (18.80%) Logical Data Model
4 22 (16.54%) Data Management
4 22 (16.54%) Migration
5 21 (15.79%) Physical Data Model
6 20 (15.04%) Analytics
7 17 (12.78%) Data Analysis
8 16 (12.03%) Data Architecture
9 14 (10.53%) Stakeholder Management
10 13 (9.77%) CRM
10 13 (9.77%) Data Governance
11 12 (9.02%) Data Migration
12 11 (8.27%) Data Mapping
12 11 (8.27%) Enterprise Architecture
12 11 (8.27%) Performance Tuning
12 11 (8.27%) Scrum
13 9 (6.77%) Configuration Management
13 9 (6.77%) Kimball Methodology
Programming Languages
1 46 (34.59%) SQL
2 8 (6.02%) Java
2 8 (6.02%) PL/SQL
2 8 (6.02%) T-SQL
3 7 (5.26%) COBOL
4 4 (3.01%) JavaScript
5 3 (2.26%) Shell Script
5 3 (2.26%) VBA
6 1 (0.75%) C#
6 1 (0.75%) C++
6 1 (0.75%) PowerShell
6 1 (0.75%) Python
6 1 (0.75%) Ruby
Qualifications
1 7 (5.26%) Degree
2 5 (3.76%) Security Cleared
3 4 (3.01%) SC Cleared
Quality Assurance & Compliance
1 12 (9.02%) Data Quality
2 5 (3.76%) ISO20022
3 3 (2.26%) QA
4 1 (0.75%) SLA
System Software
1 2 (1.50%) Docker
2 1 (0.75%) Active Directory
2 1 (0.75%) HDFS
2 1 (0.75%) Oracle RAC
Systems Management
1 1 (0.75%) Data Guard
1 1 (0.75%) Oracle Statspack
Vendors
1 36 (27.07%) Oracle
2 21 (15.79%) Talend
3 17 (12.78%) Microsoft
4 10 (7.52%) Informatica
5 8 (6.02%) Ab Initio
5 8 (6.02%) Hyperion
5 8 (6.02%) SAP
6 6 (4.51%) Tableau
7 5 (3.76%) hybris
7 5 (3.76%) Teradata
8 2 (1.50%) IBM
8 2 (1.50%) Perforce
8 2 (1.50%) Salesforce.com
8 2 (1.50%) Siebel
9 1 (0.75%) Concur
9 1 (0.75%) GoldenSource
9 1 (0.75%) Hortonworks
9 1 (0.75%) Infor
9 1 (0.75%) Sun
9 1 (0.75%) Trillium
Merseyside
ReThink Recruitment
Rate: £325 - £400 per day
Posted: 5 days ago