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 26 August 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
26 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 82 51 56
Rank change year-on-year
-31 +5
Contract jobs citing Data Modelling 68 129 106
As % of all contract IT jobs located in the North West 1.95% 3.05% 3.32%
As % of the Processes & Methodologies category 2.40% 3.78% 4.40%
Number of daily rates quoted 48 109 71
Median daily rate £424 £465 £375
Median daily rate % change year-on-year
-8.87% +24.00%
90% offered a daily rate of more than £329 £350 £288
10% offered a daily rate of more than £550 £600 £500
UK excluding London median daily rate £420 £438 £413
% change year-on-year
-4.00% +6.06%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.50 -
UK excluding London median hourly rate £40.00 £34.00 £16.44
% change year-on-year
+17.64% +106.78%
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
2831 3413 2408
As % of all contract IT jobs located in the North West 81.30% 80.63% 75.32%
Number of daily rates quoted 1787 2071 1340
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £288 £288 £264
10% offered a daily rate of more than £525 £575 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 85 137 109
Median hourly rate £22.00 £40.00 £27.50
Median hourly rate % change year-on-year
-45.00% +45.45%
90% offered a hourly rate of more than £12.00 £16.00 £12.51
10% offered a hourly rate of more than £59.31 £59.50 £63.00
UK excluding London median hourly rate £30.00 £33.00 £25.75
% change year-on-year
-9.09% +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 26 August 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 26 August 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 +28 27 £388 -24.39% 5
Manchester -6 22 £425 -5.55% 7
Merseyside +13 8 £450 +122.22%
Lancashire -27 1 £350 -27.83%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 26 August 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 51 (34.46%) SQL
2 48 (32.43%) Agile Software Development
3 47 (31.76%) ETL
4 41 (27.70%) Oracle
5 33 (22.30%) Talend Open Studio
5 33 (22.30%) Talend
6 32 (21.62%) Finance
7 31 (20.95%) Data Warehouse
8 28 (18.92%) Business Intelligence
9 25 (16.89%) Migration
10 23 (15.54%) Data Integration
10 23 (15.54%) Analytics
11 21 (14.19%) Data Management
11 21 (14.19%) SQL Server
12 20 (13.51%) Logical Data Model
13 19 (12.84%) Microsoft
14 18 (12.16%) Amazon AWS
15 17 (11.49%) Star Schema
15 17 (11.49%) CRM
16 16 (10.81%) SAP
16 16 (10.81%) Data Migration
16 16 (10.81%) Data Analysis
16 16 (10.81%) Physical Data Model
16 16 (10.81%) Analytical Skills
17 15 (10.14%) Amazon Redshift
17 15 (10.14%) Banking
17 15 (10.14%) Continuous Integration
17 15 (10.14%) SOA
17 15 (10.14%) Scrum
18 14 (9.46%) Stakeholder Management

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 6 (4.05%) SAS
2 5 (3.38%) SharePoint
3 2 (1.35%) BizTalk Server
3 2 (1.35%) JBoss
4 1 (0.68%) CICS
4 1 (0.68%) SharePoint 2013
Applications
1 9 (6.08%) MS Excel
2 1 (0.68%) MS PowerPoint
2 1 (0.68%) MS Project
2 1 (0.68%) MS Visio
Business Applications
1 7 (4.73%) Dynamics AX
2 5 (3.38%) Dynamics CRM
2 5 (3.38%) SAP CRM
2 5 (3.38%) SAP hybris
3 4 (2.70%) SAP MDM
4 2 (1.35%) Oracle EBS
4 2 (1.35%) Oracle Retail
5 1 (0.68%) Oracle BPM
5 1 (0.68%) Salesforce.com CRM
Cloud Services
1 18 (12.16%) Amazon AWS
2 8 (5.41%) Amazon Kinesis
2 8 (5.41%) Amazon S3
2 8 (5.41%) AWS Elastic Beanstalk
3 4 (2.70%) Veeva
4 2 (1.35%) IaaS
4 2 (1.35%) Microsoft Azure
4 2 (1.35%) PaaS
4 2 (1.35%) SaaS
5 1 (0.68%) Office 365
Communications & Networking
1 1 (0.68%) Internet
1 1 (0.68%) SSL
Database & Business Intelligence
1 31 (20.95%) Data Warehouse
2 21 (14.19%) SQL Server
3 17 (11.49%) Star Schema
4 15 (10.14%) Amazon Redshift
5 11 (7.43%) MySQL
5 11 (7.43%) Relational Database
5 11 (7.43%) SQL Server Integration Services
6 10 (6.76%) Big Data
6 10 (6.76%) PostgreSQL
7 9 (6.08%) Oracle Database
8 8 (5.41%) Essbase
9 7 (4.73%) BusinessObjects
9 7 (4.73%) Data Mart
9 7 (4.73%) Data Mining
9 7 (4.73%) Oracle BI EE
9 7 (4.73%) Oracle Reports
10 6 (4.05%) Oracle Database 11g
11 5 (3.38%) DB2
11 5 (3.38%) Oracle OLAP
11 5 (3.38%) SQL Server Analysis Services
Development Applications
1 33 (22.30%) Talend Open Studio
2 13 (8.78%) ERwin
3 3 (2.03%) JIRA
3 3 (2.03%) Oracle Forms
General
1 32 (21.62%) Finance
2 15 (10.14%) Banking
3 14 (9.46%) Pharmaceutical
4 13 (8.78%) Retail
5 5 (3.38%) Marketing
6 3 (2.03%) Investment Banking
7 2 (1.35%) Advertising
7 2 (1.35%) Back Office
7 2 (1.35%) Front Office
8 1 (0.68%) Billing
8 1 (0.68%) Corporate Banking
8 1 (0.68%) International Banking
8 1 (0.68%) Law
8 1 (0.68%) Legal
8 1 (0.68%) Manufacturing
8 1 (0.68%) Retail Banking
Job Titles
1 43 (29.05%) Developer
2 35 (23.65%) Analyst
3 34 (22.97%) Architect
4 19 (12.84%) Business Analyst
5 15 (10.14%) Data Architect
6 13 (8.78%) Data Analyst
6 13 (8.78%) ETL Developer
7 12 (8.11%) Senior Developer
8 11 (7.43%) Data Modeller
9 9 (6.08%) Consultant
9 9 (6.08%) DBA
9 9 (6.08%) SQL Developer
10 8 (5.41%) Designer
10 8 (5.41%) Senior ETL Developer
10 8 (5.41%) Talend Developer
11 6 (4.05%) Continuous Deployment Engineer
11 6 (4.05%) Hyperion Developer
11 6 (4.05%) OBIEE Developer
11 6 (4.05%) Senior Designer
11 6 (4.05%) SSIS Developer
Libraries, Frameworks & Software Standards
1 8 (5.41%) .NET
1 8 (5.41%) Middleware
2 7 (4.73%) MDX
3 5 (3.38%) J2EE
4 4 (2.70%) SOAP
5 3 (2.03%) Web Services
5 3 (2.03%) XML
6 2 (1.35%) Dropwizard
6 2 (1.35%) Hibernate
6 2 (1.35%) REST
6 2 (1.35%) Spring
7 1 (0.68%) CSS
7 1 (0.68%) JSON
7 1 (0.68%) RESTful
7 1 (0.68%) XML Schema
Miscellaneous
1 23 (15.54%) Data Integration
2 16 (10.81%) Analytical Skills
3 13 (8.78%) Data Structures
3 13 (8.78%) Management Information System
4 7 (4.73%) Credit Risk
5 5 (3.38%) Taxonomies
6 4 (2.70%) Mainframe
6 4 (2.70%) Reference Data
7 3 (2.03%) Enterprise Software
7 3 (2.03%) Informatics
7 3 (2.03%) Life Science
7 3 (2.03%) Visualisation
8 2 (1.35%) Data Protection Act
9 1 (0.68%) Clustering
9 1 (0.68%) Computer Science
9 1 (0.68%) FMCG
9 1 (0.68%) Ontologies
9 1 (0.68%) Replication
Operating Systems
1 8 (5.41%) Linux
2 5 (3.38%) Unix
3 4 (2.70%) zOS
4 3 (2.03%) Oracle Linux
5 1 (0.68%) AIX
5 1 (0.68%) HPUX
5 1 (0.68%) Solaris
5 1 (0.68%) VME
5 1 (0.68%) Windows
Processes & Methodologies
1 48 (32.43%) Agile Software Development
2 47 (31.76%) ETL
3 28 (18.92%) Business Intelligence
4 25 (16.89%) Migration
5 23 (15.54%) Analytics
6 21 (14.19%) Data Management
7 20 (13.51%) Logical Data Model
8 17 (11.49%) CRM
9 16 (10.81%) Data Analysis
9 16 (10.81%) Data Migration
9 16 (10.81%) Physical Data Model
10 15 (10.14%) Continuous Integration
10 15 (10.14%) Scrum
10 15 (10.14%) SOA
11 14 (9.46%) Performance Tuning
11 14 (9.46%) Stakeholder Management
12 13 (8.78%) Business Analysis
13 12 (8.11%) Continuous Deployment
13 12 (8.11%) Data Mapping
13 12 (8.11%) Mentoring
Programming Languages
1 51 (34.46%) SQL
2 13 (8.78%) Java
3 11 (7.43%) PL/SQL
4 9 (6.08%) T-SQL
5 7 (4.73%) COBOL
6 5 (3.38%) Shell Script
7 4 (2.70%) JavaScript
8 3 (2.03%) VBA
9 2 (1.35%) C++
9 2 (1.35%) Python
10 1 (0.68%) C#
10 1 (0.68%) PowerShell
Qualifications
1 9 (6.08%) Security Cleared
2 7 (4.73%) SC Cleared
3 6 (4.05%) Degree
4 1 (0.68%) BPSS Clearance
Quality Assurance & Compliance
1 14 (9.46%) Data Quality
2 4 (2.70%) ISO20022
3 3 (2.03%) QA
4 1 (0.68%) Disclosure Scotland
4 1 (0.68%) SLA
System Software
1 8 (5.41%) Docker
2 1 (0.68%) Active Directory
2 1 (0.68%) HDFS
2 1 (0.68%) Oracle RAC
Systems Management
1 1 (0.68%) Data Guard
1 1 (0.68%) Oracle Statspack
Vendors
1 41 (27.70%) Oracle
2 33 (22.30%) Talend
3 19 (12.84%) Microsoft
4 16 (10.81%) SAP
5 13 (8.78%) Informatica
6 8 (5.41%) Ab Initio
6 8 (5.41%) Hyperion
7 6 (4.05%) Siebel
7 6 (4.05%) Tableau
7 6 (4.05%) Teradata
8 5 (3.38%) hybris
8 5 (3.38%) Salesforce.com
9 4 (2.70%) Concur
9 4 (2.70%) Infor
10 2 (1.35%) IBM
11 1 (0.68%) GoldenSource
11 1 (0.68%) Hortonworks
11 1 (0.68%) Software AG
11 1 (0.68%) Sun
11 1 (0.68%) Trillium
Runcorn, Cheshire
Laudale
Rate: From £575 to £625 per day
Posted: 2 days ago
North West
Rullion IT Plus
Rate: £700 - £800 per day
Posted: 6 days ago