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 2 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
2 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 114 41 39
Rank change year-on-year
-73 -2
Contract jobs citing Data Modelling 13 30 10
As % of all contract IT jobs located in the North East 0.80% 3.46% 1.90%
As % of the Processes & Methodologies category 0.93% 4.39% 2.56%
Number of daily rates quoted 13 22 8
Median daily rate £440 £450 £388
Median daily rate % change year-on-year
-2.22% +16.12%
90% offered a daily rate of more than £278 £400 £350
10% offered a daily rate of more than £470 £540 £476
UK excluding London median daily rate £425 £423 £400
% change year-on-year
+0.59% +5.62%
Number of hourly rates quoted 0 1 0
Median hourly rate - £18.47 -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
1391 684 391
As % of all contract IT jobs located in the North East 85.13% 78.89% 74.48%
Number of daily rates quoted 896 435 247
Median daily rate £325 £400 £350
Median daily rate % change year-on-year
-18.75% +14.28%
90% offered a daily rate of more than £225 £250 £238
10% offered a daily rate of more than £500 £550 £465
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 76 42 14
Median hourly rate £28.00 £18.00 £15.00
Median hourly rate % change year-on-year
+55.55% +20.00%
90% offered a hourly rate of more than £22.00 £11.83 £13.00
10% offered a hourly rate of more than £36.00 £40.00 £33.50
UK excluding London median hourly rate £28.50 £30.00 £28.91
% change year-on-year
-5.00% +3.77%

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 2 July 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 2 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
Tyne and Wear -71 11 £350 -22.34% 4
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 2 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 East region with a requirement for Data Modelling.

1 28 (68.29%) SQL
2 26 (63.41%) Oracle
3 24 (58.54%) Business Intelligence
4 22 (53.66%) Informatica
5 18 (43.90%) ERwin
6 16 (39.02%) ETL
6 16 (39.02%) PL/SQL
7 14 (34.15%) SAS
7 14 (34.15%) Oracle Database
8 13 (31.71%) Oracle Database 11g
8 13 (31.71%) Dimensional Modelling
9 12 (29.27%) Data Warehouse
10 11 (26.83%) Analytical Skills
11 10 (24.39%) Finance
11 10 (24.39%) Microsoft
11 10 (24.39%) Visualisation
11 10 (24.39%) Open Source
12 9 (21.95%) SQL Server
13 8 (19.51%) Migration
13 8 (19.51%) Data Management
14 7 (17.07%) Data Architecture
14 7 (17.07%) BusinessObjects
14 7 (17.07%) ISEB
14 7 (17.07%) Enterprise Data Warehouse
15 6 (14.63%) HBase
15 6 (14.63%) Data Visualisation
15 6 (14.63%) Apache Hive
15 6 (14.63%) MongoDB
15 6 (14.63%) Analytics
15 6 (14.63%) T-SQL

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 14 (34.15%) SAS
2 1 (2.44%) BizTalk Server
2 1 (2.44%) CMS
2 1 (2.44%) Sitecore CMS
Applications
1 2 (4.88%) MS Excel
Business Applications
1 2 (4.88%) Dynamics CRM
Cloud Services
1 3 (7.32%) Amazon AWS
2 1 (2.44%) Microsoft Azure
Database & Business Intelligence
1 14 (34.15%) Oracle Database
2 13 (31.71%) Oracle Database 11g
3 12 (29.27%) Data Warehouse
4 9 (21.95%) SQL Server
5 7 (17.07%) BusinessObjects
5 7 (17.07%) Enterprise Data Warehouse
6 6 (14.63%) Apache Hive
6 6 (14.63%) Hadoop
6 6 (14.63%) HBase
6 6 (14.63%) MongoDB
6 6 (14.63%) PostgreSQL
7 5 (12.20%) Big Data
7 5 (12.20%) Pentaho
8 4 (9.76%) Base SAS
9 3 (7.32%) Amazon Redshift
10 2 (4.88%) OLAP
10 2 (4.88%) OLTP
10 2 (4.88%) Oracle BI EE
10 2 (4.88%) SQL Server Integration Services
11 1 (2.44%) Adabas
Development Applications
1 18 (43.90%) ERwin
General
1 10 (24.39%) Finance
2 3 (7.32%) Marketing
3 2 (4.88%) Publishing
4 1 (2.44%) Billing
4 1 (2.44%) Manufacturing
4 1 (2.44%) Retail
Job Titles
1 11 (26.83%) Tester
2 8 (19.51%) Analyst
3 6 (14.63%) Developer
3 6 (14.63%) ETL Tester
4 5 (12.20%) Architect
4 5 (12.20%) Enterprise Architect
5 4 (9.76%) Data Analyst
5 4 (9.76%) Data Manager
5 4 (9.76%) Data Migration Manager
5 4 (9.76%) Migration Manager
6 3 (7.32%) Informatica Developer
6 3 (7.32%) PL/SQL Developer
6 3 (7.32%) Test Analyst
7 2 (4.88%) Business Intelligence Analyst
7 2 (4.88%) Customer Insight Analyst
7 2 (4.88%) Data Modeller
7 2 (4.88%) Enterprise Data Architect
7 2 (4.88%) Insight Analyst
7 2 (4.88%) Senior Architect
7 2 (4.88%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 3 (7.32%) HTML
1 3 (7.32%) HTML5
1 3 (7.32%) Web Services
2 2 (4.88%) D3.js
2 2 (4.88%) JSON
2 2 (4.88%) REST
2 2 (4.88%) XML
3 1 (2.44%) SOAP
Miscellaneous
1 11 (26.83%) Analytical Skills
2 10 (24.39%) Visualisation
3 3 (7.32%) Data Integration
3 3 (7.32%) Management Information System
4 2 (4.88%) Algorithms
4 2 (4.88%) Data Structures
4 2 (4.88%) Statistics
5 1 (2.44%) Data Protection Act
5 1 (2.44%) Mainframe
5 1 (2.44%) Ontologies
5 1 (2.44%) Smart Meter
5 1 (2.44%) Taxonomies
Operating Systems
1 5 (12.20%) Unix
Processes & Methodologies
1 24 (58.54%) Business Intelligence
2 16 (39.02%) ETL
3 13 (31.71%) Dimensional Modelling
4 10 (24.39%) Open Source
5 8 (19.51%) Data Management
5 8 (19.51%) Migration
6 7 (17.07%) Data Architecture
7 6 (14.63%) Analytics
7 6 (14.63%) Data Visualisation
8 5 (12.20%) Data Migration
8 5 (12.20%) Logical Data Model
8 5 (12.20%) Software Testing
9 4 (9.76%) Agile Software Development
9 4 (9.76%) Data Security
9 4 (9.76%) Physical Data Model
10 3 (7.32%) Data Transformation
10 3 (7.32%) Digital Analytics
10 3 (7.32%) Master Data Management
10 3 (7.32%) Regression Testing
11 2 (4.88%) Service Delivery
Programming Languages
1 28 (68.29%) SQL
2 16 (39.02%) PL/SQL
3 6 (14.63%) T-SQL
4 5 (12.20%) Shell Script
5 1 (2.44%) C++
5 1 (2.44%) JavaScript
5 1 (2.44%) NATURAL
5 1 (2.44%) Python
Qualifications
1 7 (17.07%) ISEB
2 5 (12.20%) BPSS Clearance
3 3 (7.32%) SAS Certification
3 3 (7.32%) Security Cleared
4 1 (2.44%) ISTQB
Quality Assurance & Compliance
1 5 (12.20%) QA
2 4 (9.76%) GxP
3 3 (7.32%) Disclosure Scotland
4 1 (2.44%) Data Quality
Vendors
1 26 (63.41%) Oracle
2 22 (53.66%) Informatica
3 10 (24.39%) Microsoft
4 5 (12.20%) CA
4 5 (12.20%) SAP
4 5 (12.20%) Tableau
5 3 (7.32%) Salesforce.com
6 2 (4.88%) Sitecore
7 1 (2.44%) Capita
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