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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 5 February 2016 with a comparison to the same period in 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.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 73 65 60
Rank change year-on-year
-8 -5
Contract jobs citing Data Modelling 86 76 72
As % of all contract IT jobs located in the North West 2.26% 2.41% 2.66%
As % of the Processes & Methodologies category 2.82% 3.16% 3.56%
Number of daily rates quoted 61 48 41
Average daily rate £400 £450 £375
Average daily rate % change year-on-year
-11.11% +20.00%
90% offered a daily rate of more than £275 £300 £273
10% offered a daily rate of more than £500 £600 £625
UK excluding London average daily rate £438 £425 £400
% change year-on-year
+2.94% +6.25%
Number of hourly rates quoted 0 1 2
Average hourly rate - £70.00 £41.92
Average hourly rate % change year-on-year
- +67.00%
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
3051 2405 2025
As % of all contract IT jobs located in the North West 80.27% 76.40% 74.81%
Number of daily rates quoted 1872 1428 1031
Average daily rate £400 £385 £363
Average daily rate % change year-on-year
+3.89% +6.20%
90% offered a daily rate of more than £280 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 111 99 108
Average hourly rate £38.00 £32.50 £33.00
Average hourly rate % change year-on-year
+16.92% -1.51%
90% offered a hourly rate of more than £16.50 £13.00 £13.00
10% offered a hourly rate of more than £53.30 £49.50 £46.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Modelling
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the North West region as a proportion of the total demand within 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 5 February 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 average contractor rates quoted in IT jobs citing Data Modelling within the North West region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -12 33 £425 +11.84% 11
Lancashire +4 22 £388 -13.88% 4
Cheshire -13 17 £320 -24.70% 1
Merseyside +2 7 £450 +63.63% 8
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 5 February 2016, IT contractor jobs across the North West region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 93 (45.15%) SQL
2 65 (31.55%) Oracle
3 64 (31.07%) Business Intelligence
4 59 (28.64%) ETL
5 52 (25.24%) Data Warehouse
6 50 (24.27%) Finance
7 49 (23.79%) SQL Server
8 45 (21.84%) T-SQL
8 45 (21.84%) Microsoft
9 44 (21.36%) Migration
10 36 (17.48%) Informatica
11 35 (16.99%) SQL Server Integration Services
12 32 (15.53%) SQL Server Reporting Services
13 30 (14.56%) Agile Software Development
13 30 (14.56%) Security Cleared
14 29 (14.08%) ERwin
14 29 (14.08%) PL/SQL
15 25 (12.14%) SC Cleared
16 24 (11.65%) Data Integration
17 23 (11.17%) Data Management
17 23 (11.17%) Analytical Skills
18 22 (10.68%) Analytics
19 21 (10.19%) Unix
20 19 (9.22%) Java
20 19 (9.22%) Data Governance
21 18 (8.74%) Data Migration
21 18 (8.74%) Use Case
22 17 (8.25%) SQL Server Analysis Services
22 17 (8.25%) C++
23 16 (7.77%) Banking

Data Modelling
Top Related IT Skills in the North West by Category

For the 6 months to 5 February 2016, IT contractor jobs across the North West region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 13 (6.31%) SAS
2 10 (4.85%) SharePoint
3 6 (2.91%) BizTalk Server
4 3 (1.46%) Confluence
4 3 (1.46%) JBoss
4 3 (1.46%) Tomcat
4 3 (1.46%) WebLogic
4 3 (1.46%) WebSphere
4 3 (1.46%) WebSphere Application Server
4 3 (1.46%) WebSphere Process Server
5 2 (0.97%) Tuxedo
6 1 (0.49%) Oracle Workflow
Applications
1 13 (6.31%) MS Excel
2 6 (2.91%) MS Office
3 1 (0.49%) MS Project
3 1 (0.49%) MS Visio
3 1 (0.49%) PowerPivot
3 1 (0.49%) SPSS
Business Applications
1 5 (2.43%) Dynamics AX
2 3 (1.46%) Dynamics CRM
3 2 (0.97%) Aareon QL
3 2 (0.97%) Academy Housing
3 2 (0.97%) arcHouse
3 2 (0.97%) MIS ActiveH
3 2 (0.97%) OPENHousing
3 2 (0.97%) Orchard Housing
4 1 (0.49%) Cognos Business Intelligence
4 1 (0.49%) Oracle BPM
4 1 (0.49%) Oracle EBS
4 1 (0.49%) Oracle Retail
4 1 (0.49%) SAP ERP
4 1 (0.49%) SAP IS-U
Cloud Services
1 8 (3.88%) SaaS
2 6 (2.91%) IaaS
2 6 (2.91%) Microsoft Azure
2 6 (2.91%) PaaS
3 2 (0.97%) Cloud Computing
3 2 (0.97%) Taleo
4 1 (0.49%) Amazon AWS
Communications & Networking
1 6 (2.91%) Extranet
2 3 (1.46%) LDAP
3 2 (0.97%) ATM
3 2 (0.97%) Ethernet
3 2 (0.97%) ISDN
3 2 (0.97%) TCP/IP
3 2 (0.97%) VoIP
Database & Business Intelligence
1 52 (25.24%) Data Warehouse
2 49 (23.79%) SQL Server
3 35 (16.99%) SQL Server Integration Services
4 32 (15.53%) SQL Server Reporting Services
5 17 (8.25%) SQL Server Analysis Services
6 14 (6.80%) Oracle Database
7 12 (5.83%) Hadoop
7 12 (5.83%) SQL Server 2008
8 11 (5.34%) OLAP
8 11 (5.34%) OLAP Cube
8 11 (5.34%) Oracle Database 11g
8 11 (5.34%) SQL Server 2005
9 10 (4.85%) Oracle BI EE
10 9 (4.37%) Base SAS
10 9 (4.37%) OLTP
11 8 (3.88%) Big Data
11 8 (3.88%) Relational Database
12 7 (3.40%) Oracle ODI
12 7 (3.40%) QlikView
12 7 (3.40%) Star Schema
Development Applications
1 29 (14.08%) ERwin
2 11 (5.34%) Team Foundation Server
2 11 (5.34%) Visual Studio
3 10 (4.85%) SQL Server Management Studio (SSMS)
4 7 (3.40%) JIRA
5 6 (2.91%) JUnit
6 3 (1.46%) Log4j
6 3 (1.46%) Oracle Forms
6 3 (1.46%) Subversion
6 3 (1.46%) Talend Open Studio
General
1 50 (24.27%) Finance
2 16 (7.77%) Banking
3 10 (4.85%) Retail
4 8 (3.88%) Telecoms
5 5 (2.43%) Manufacturing
6 3 (1.46%) Pharmaceutical
7 1 (0.49%) Advertising
7 1 (0.49%) Back Office
7 1 (0.49%) Billing
7 1 (0.49%) Legal
Job Titles
1 70 (33.98%) Developer
2 50 (24.27%) Architect
3 42 (20.39%) Analyst
4 24 (11.65%) Business Intelligence Developer
5 23 (11.17%) Business Analyst
5 23 (11.17%) Data Architect
6 19 (9.22%) Solutions Architect
7 15 (7.28%) ETL Developer
8 13 (6.31%) Consultant
8 13 (6.31%) Data Analyst
9 12 (5.83%) SQL Developer
10 10 (4.85%) Senior Developer
11 8 (3.88%) ETL Tester
11 8 (3.88%) Siebel Consultant
11 8 (3.88%) Tester
12 7 (3.40%) Author
12 7 (3.40%) Business Developer
12 7 (3.40%) Data Modeller
12 7 (3.40%) Technical Author
13 6 (2.91%) QlikView Developer
Libraries, Frameworks & Software Standards
1 12 (5.83%) Web Services
2 11 (5.34%) Middleware
2 11 (5.34%) XML
3 10 (4.85%) Java EE 5
4 8 (3.88%) .NET
5 7 (3.40%) CSS
5 7 (3.40%) HTML
6 6 (2.91%) JSP
6 6 (2.91%) Velocity
7 4 (1.94%) Gherkin
7 4 (1.94%) Hibernate
7 4 (1.94%) J2EE
7 4 (1.94%) RESTful
7 4 (1.94%) SOAP
7 4 (1.94%) Spring
7 4 (1.94%) XSD
8 3 (1.46%) DHTML
8 3 (1.46%) EJB 3.0
8 3 (1.46%) jQuery
8 3 (1.46%) XSLT
Miscellaneous
1 24 (11.65%) Data Integration
2 23 (11.17%) Analytical Skills
3 14 (6.80%) Management Information System
4 12 (5.83%) Visualisation
5 10 (4.85%) Data Extraction
6 9 (4.37%) Statistics
7 8 (3.88%) Algorithms
7 8 (3.88%) Enterprise Software
7 8 (3.88%) User Experience
8 7 (3.40%) Data Structures
9 5 (2.43%) Reference Data
10 3 (1.46%) Graphic Design
10 3 (1.46%) iPad
10 3 (1.46%) Mainframe
10 3 (1.46%) Video Conferencing
11 2 (0.97%) Computer Science
11 2 (0.97%) Life Science
11 2 (0.97%) Private Cloud
11 2 (0.97%) VSAM
12 1 (0.49%) Data Centre
Operating Systems
1 21 (10.19%) Unix
2 10 (4.85%) Linux
3 4 (1.94%) MVS
4 3 (1.46%) Windows
5 1 (0.49%) AIX
5 1 (0.49%) Solaris
Processes & Methodologies
1 64 (31.07%) Business Intelligence
2 59 (28.64%) ETL
3 44 (21.36%) Migration
4 30 (14.56%) Agile Software Development
5 23 (11.17%) Data Management
6 22 (10.68%) Analytics
7 19 (9.22%) Data Governance
8 18 (8.74%) Data Migration
8 18 (8.74%) Use Case
9 16 (7.77%) Dimensional Modelling
10 15 (7.28%) Scrum
10 15 (7.28%) TOGAF
11 14 (6.80%) CRM
11 14 (6.80%) Data Architecture
11 14 (6.80%) Data Security
11 14 (6.80%) Kimball Methodology
11 14 (6.80%) UML
11 14 (6.80%) Unit Testing
12 12 (5.83%) Project Management
12 12 (5.83%) Stakeholder Management
Programming Languages
1 93 (45.15%) SQL
2 45 (21.84%) T-SQL
3 29 (14.08%) PL/SQL
4 19 (9.22%) Java
5 17 (8.25%) C++
6 10 (4.85%) VBA
7 5 (2.43%) JavaScript
8 4 (1.94%) Shell Script
9 3 (1.46%) VBScript
10 2 (0.97%) COBOL
10 2 (0.97%) VB
11 1 (0.49%) C#
11 1 (0.49%) Data Analysis Expressions (DAX)
11 1 (0.49%) Python
11 1 (0.49%) R
Qualifications
1 30 (14.56%) Security Cleared
2 25 (12.14%) SC Cleared
3 5 (2.43%) Degree
3 5 (2.43%) PhD
4 2 (0.97%) BC Cleared
4 2 (0.97%) BPSS Clearance
4 2 (0.97%) CTC Cleared
5 1 (0.49%) CESG Certified Professional
5 1 (0.49%) ISEB
5 1 (0.49%) MCDBA
5 1 (0.49%) MCTS
5 1 (0.49%) Microsoft Certification
5 1 (0.49%) Microsoft Certified Architect
Quality Assurance & Compliance
1 11 (5.34%) Data Quality
2 8 (3.88%) Disclosure Scotland
3 7 (3.40%) QA
System Software
1 1 (0.49%) Tivoli Workload Scheduler
Systems Management
1 1 (0.49%) Tivoli
Vendors
1 65 (31.55%) Oracle
2 45 (21.84%) Microsoft
3 36 (17.48%) Informatica
4 10 (4.85%) SAP
4 10 (4.85%) Siebel
5 9 (4.37%) CA
6 7 (3.40%) Teradata
7 5 (2.43%) Cognos
7 5 (2.43%) Tableau
8 3 (1.46%) hybris
8 3 (1.46%) IBM
8 3 (1.46%) Talend
9 2 (0.97%) Aareon
9 2 (0.97%) Anite
9 2 (0.97%) Capita
9 2 (0.97%) Civica
9 2 (0.97%) Comino
9 2 (0.97%) Northgate
9 2 (0.97%) Orchard
9 2 (0.97%) VMware
Manchester, Lancashire
Robert Walters
Rate: Market Daily Rates
Posted: 2 days ago
Warrington, Cheshire
Nigel Frank International Ltd
Rate: £275 - £375 per day
Posted: 3 days ago
Liverpool, Merseyside
E-synergy Solutions
Rate: £400 per day + Negotiable
Posted: 5 days ago
Liverpool, Merseyside
E-synergy Solutions
Rate: £300 - £400 per day
Posted: 5 days ago
Altrincham
Applause IT Ltd
Rate: £360 - £380 per day
Posted: 8 days ago
Liverpool
Nigel Frank International
Rate: £425 - £525 per day
Posted: 19 days ago