The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the North East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 31 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
31 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 83 63 51
Rank change year-on-year
-20 -12
Contract jobs citing Data Modelling 20 25 10
As % of all contract IT jobs located in the North East 1.61% 2.36% 1.69%
As % of the Processes & Methodologies category 1.95% 2.85% 2.17%
Number of daily rates quoted 8 18 8
Median daily rate £456 £548 £363
Median daily rate % change year-on-year
-16.66% +51.03%
90% offered a daily rate of more than £396 £440 £325
10% offered a daily rate of more than £523 £646 £433
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 1 0 0
Median hourly rate £20.00 - -
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
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 East region.

Processes & Methodologies Category
North East
Contract IT job ads with a match in the
Processes & Methodologies category
1025 877 460
As % of all contract IT jobs located in the North East 82.33% 82.74% 77.83%
Number of daily rates quoted 668 561 284
Median daily rate £325 £425 £360
Median daily rate % change year-on-year
-23.52% +18.05%
90% offered a daily rate of more than £225 £280 £240
10% offered a daily rate of more than £497 £550 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 58 31 30
Median hourly rate £28.00 £17.50 £18.50
Median hourly rate % change year-on-year
+60.00% -5.40%
90% offered a hourly rate of more than £15.20 £11.17 £13.00
10% offered a hourly rate of more than £36.00 £42.50 £32.09
UK excluding London median hourly rate £31.00 £32.50 £25.75
% change year-on-year
-4.61% +26.21%

Data Modelling
Jobs Demand Trend in the North East

The demand trend of contract jobs across the North East 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 East

Data Modelling
Daily Rate Trend in the North East

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the North East region.

Data Modelling Daily Rate Trend in the North East

Data Modelling
Daily Rate Histogram in the North East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the North East region over the 3 months to 31 August 2016.

Data Modelling Daily Rate Histogram in the North East

Data Modelling
Hourly Rate Trend in the North East

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the North East region.

Data Modelling Hourly Rate Trend in the North East

Data Modelling
Contract Job Locations in the North East

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 East region over the 3 months to 31 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
Tyne and Wear -29 14 £400 -30.13% 2
Durham +11 6 £523 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 31 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 East region with a requirement for Data Modelling.

1 36 (65.45%) SQL
2 30 (54.55%) Business Intelligence
3 29 (52.73%) Oracle
3 29 (52.73%) Informatica
4 19 (34.55%) ERwin
5 17 (30.91%) ETL
6 16 (29.09%) Data Warehouse
6 16 (29.09%) Oracle Database
7 15 (27.27%) Visualisation
7 15 (27.27%) PL/SQL
8 14 (25.45%) T-SQL
9 13 (23.64%) Oracle Database 11g
9 13 (23.64%) Dimensional Modelling
10 12 (21.82%) SAS
10 12 (21.82%) Microsoft
11 11 (20.00%) SQL Server
11 11 (20.00%) SAP
11 11 (20.00%) Finance
11 11 (20.00%) Data Visualisation
11 11 (20.00%) Analytical Skills
12 10 (18.18%) Open Source
13 8 (14.55%) Hadoop
13 8 (14.55%) Migration
13 8 (14.55%) Unix
14 7 (12.73%) Mainframe
14 7 (12.73%) ISEB
14 7 (12.73%) CA
14 7 (12.73%) Data Management
14 7 (12.73%) Data Architecture
14 7 (12.73%) QA

Data Modelling
Top Related IT Skills in the North East 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 12 (21.82%) SAS
2 2 (3.64%) PowerExchange
3 1 (1.82%) BizTalk Server
3 1 (1.82%) CMS
3 1 (1.82%) Confluence
3 1 (1.82%) IIS
3 1 (1.82%) Sitecore CMS
Applications
1 2 (3.64%) MS Excel
2 1 (1.82%) MS Office
Business Applications
1 2 (3.64%) Dynamics CRM
2 1 (1.82%) SAP IS-U
Cloud Services
1 4 (7.27%) Amazon AWS
2 1 (1.82%) Microsoft Azure
Database & Business Intelligence
1 16 (29.09%) Data Warehouse
1 16 (29.09%) Oracle Database
2 13 (23.64%) Oracle Database 11g
3 11 (20.00%) SQL Server
4 8 (14.55%) Hadoop
5 7 (12.73%) Enterprise Data Warehouse
6 6 (10.91%) Apache Hive
6 6 (10.91%) BusinessObjects
6 6 (10.91%) HBase
6 6 (10.91%) MongoDB
6 6 (10.91%) PostgreSQL
6 6 (10.91%) PowerCenter
7 5 (9.09%) Adabas
7 5 (9.09%) Pentaho
7 5 (9.09%) SQL Server Integration Services
8 4 (7.27%) Amazon Redshift
8 4 (7.27%) Base SAS
9 3 (5.45%) Big Data
10 2 (3.64%) OLTP
10 2 (3.64%) SQL Server Reporting Services
Development Applications
1 19 (34.55%) ERwin
2 1 (1.82%) JIRA
2 1 (1.82%) MSI
2 1 (1.82%) NMock
2 1 (1.82%) StarTeam
2 1 (1.82%) Team Foundation Server
2 1 (1.82%) Visual Studio
2 1 (1.82%) WiX
General
1 11 (20.00%) Finance
2 2 (3.64%) Publishing
3 1 (1.82%) Billing
3 1 (1.82%) Manufacturing
3 1 (1.82%) Retail
Job Titles
1 17 (30.91%) Developer
2 11 (20.00%) Tester
3 7 (12.73%) Analyst
3 7 (12.73%) Informatica Developer
4 6 (10.91%) ETL Tester
4 6 (10.91%) Senior Developer
5 5 (9.09%) Architect
5 5 (9.09%) Data Manager
5 5 (9.09%) Enterprise Architect
5 5 (9.09%) SQL Developer
6 4 (7.27%) Data Migration Manager
6 4 (7.27%) Migration Manager
7 3 (5.45%) Business Intelligence Developer
7 3 (5.45%) Designer
7 3 (5.45%) ETL Developer
7 3 (5.45%) Informatica ETL Developer
7 3 (5.45%) Test Analyst
8 2 (3.64%) Business Analyst
8 2 (3.64%) Consultant
8 2 (3.64%) Data Architect
Libraries, Frameworks & Software Standards
1 3 (5.45%) HTML
1 3 (5.45%) HTML5
1 3 (5.45%) REST
1 3 (5.45%) XML
2 2 (3.64%) D3.js
2 2 (3.64%) JSON
2 2 (3.64%) SOAP
2 2 (3.64%) Web Services
3 1 (1.82%) .NET
3 1 (1.82%) .NET Framework
3 1 (1.82%) ASP.NET
Miscellaneous
1 15 (27.27%) Visualisation
2 11 (20.00%) Analytical Skills
3 7 (12.73%) Mainframe
4 4 (7.27%) Management Information System
5 3 (5.45%) Data Integration
6 2 (3.64%) Algorithms
6 2 (3.64%) CMDB
6 2 (3.64%) Statistics
7 1 (1.82%) Data Protection Act
7 1 (1.82%) NHS
7 1 (1.82%) Smart Meter
Operating Systems
1 8 (14.55%) Unix
2 3 (5.45%) Windows
3 1 (1.82%) Windows 7
3 1 (1.82%) Windows XP
Processes & Methodologies
1 30 (54.55%) Business Intelligence
2 17 (30.91%) ETL
3 13 (23.64%) Dimensional Modelling
4 11 (20.00%) Data Visualisation
5 10 (18.18%) Open Source
6 8 (14.55%) Migration
7 7 (12.73%) Analytics
7 7 (12.73%) Data Architecture
7 7 (12.73%) Data Management
7 7 (12.73%) Demand Management
8 6 (10.91%) Agile Software Development
8 6 (10.91%) Performance Tuning
9 5 (9.09%) Data Migration
9 5 (9.09%) Project Management
9 5 (9.09%) Software Testing
10 4 (7.27%) Business Analysis
10 4 (7.27%) Data Analysis
11 3 (5.45%) Change Management
11 3 (5.45%) Information Management
11 3 (5.45%) Regression Testing
Programming Languages
1 36 (65.45%) SQL
2 15 (27.27%) PL/SQL
3 14 (25.45%) T-SQL
4 6 (10.91%) Shell Script
4 6 (10.91%) VBA
5 1 (1.82%) C#
5 1 (1.82%) C++
5 1 (1.82%) Java
5 1 (1.82%) JavaScript
5 1 (1.82%) NATURAL
5 1 (1.82%) Python
Qualifications
1 7 (12.73%) ISEB
2 5 (9.09%) BPSS Clearance
3 4 (7.27%) Security Cleared
4 3 (5.45%) SAS Certification
5 1 (1.82%) ISTQB
5 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 7 (12.73%) QA
2 4 (7.27%) GxP
3 3 (5.45%) Data Quality
3 3 (5.45%) Disclosure Scotland
System Software
1 1 (1.82%) Active Directory
1 1 (1.82%) VMware Infrastructure
1 1 (1.82%) VMware Workstation
Vendors
1 29 (52.73%) Informatica
1 29 (52.73%) Oracle
2 12 (21.82%) Microsoft
3 11 (20.00%) SAP
4 7 (12.73%) CA
5 5 (9.09%) Tableau
6 4 (7.27%) Salesforce.com
7 3 (5.45%) ServiceNow
8 2 (3.64%) Sitecore
8 2 (3.64%) Teradata
9 1 (1.82%) Capita
9 1 (1.82%) HP
9 1 (1.82%) VMware