The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Tyne and Wear region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 31 May 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 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 37 28
Rank change year-on-year
-41 -9
Contract jobs citing Data Modelling 28 25 25
As % of all contract IT jobs located in Tyne and Wear 2.30% 4.15% 5.23%
As % of the Processes & Methodologies category 2.63% 5.39% 6.98%
Number of daily rates quoted 24 21 17
Median daily rate £350 £475 £425
Median daily rate % change year-on-year
-26.31% +11.76%
90% offered a daily rate of more than £291 £368 £350
10% offered a daily rate of more than £637 £540 £465
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £27.75 £23.15
% change year-on-year
- +19.87%
Data Modelling
North East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Tyne and Wear region.

Processes & Methodologies Category
Tyne and Wear
Contract IT job ads with a match in the
Processes & Methodologies category
1066 464 358
As % of all contract IT jobs located in Tyne and Wear 87.45% 76.95% 74.90%
Number of daily rates quoted 719 288 243
Median daily rate £325 £395 £350
Median daily rate % change year-on-year
-17.72% +12.85%
90% offered a daily rate of more than £233 £250 £235
10% offered a daily rate of more than £510 £575 £465
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 45 36 2
Median hourly rate £28.00 £15.00 £34.75
Median hourly rate % change year-on-year
+86.66% -56.83%
90% offered a hourly rate of more than £26.00 £11.00 £33.50
10% offered a hourly rate of more than £36.00 £40.00 £36.00
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

Data Modelling
Jobs Demand Trend in Tyne and Wear

The demand trend of contract jobs across the Tyne and Wear 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 Tyne and Wear

Data Modelling
Daily Rate Trend in Tyne and Wear

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

Data Modelling Daily Rate Trend in Tyne and Wear

Data Modelling
Daily Rate Histogram in Tyne and Wear

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Tyne and Wear region over the 3 months to 31 May 2016.

Data Modelling Daily Rate Histogram in Tyne and Wear

Data Modelling
Hourly Rate Trend in Tyne and Wear

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

Data Modelling Hourly Rate Trend in Tyne and Wear

Data Modelling
Contract Job Locations in Tyne and Wear

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 Tyne and Wear region over the 3 months to 31 May 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
Newcastle upon Tyne -51 27 £350 -26.31% 2
Sunderland - 1 £288 -
Data Modelling
North East

Data Modelling
Top 30 Related IT Skills in Tyne and Wear

For the 6 months to 31 May 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 Tyne and Wear region with a requirement for Data Modelling.

1 29 (67.44%) SQL
1 29 (67.44%) Oracle
2 25 (58.14%) Business Intelligence
2 25 (58.14%) ERwin
3 22 (51.16%) Informatica
4 16 (37.21%) Data Warehouse
5 15 (34.88%) SAS
5 15 (34.88%) Data Management
6 14 (32.56%) Open Source
6 14 (32.56%) ETL
6 14 (32.56%) PL/SQL
7 13 (30.23%) Finance
8 12 (27.91%) Visualisation
8 12 (27.91%) Agile Software Development
8 12 (27.91%) Oracle Database
8 12 (27.91%) Analytical Skills
9 11 (25.58%) Logical Data Model
9 11 (25.58%) Oracle Database 11g
9 11 (25.58%) Dimensional Modelling
9 11 (25.58%) BusinessObjects
10 10 (23.26%) Microsoft
10 10 (23.26%) Unix
10 10 (23.26%) PostgreSQL
10 10 (23.26%) Data Architecture
10 10 (23.26%) Data Visualisation
10 10 (23.26%) MongoDB
10 10 (23.26%) Enterprise Data Warehouse
11 9 (20.93%) Apache Hive
11 9 (20.93%) Tableau
11 9 (20.93%) HBase

Data Modelling
Top Related IT Skills in Tyne and Wear 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 15 (34.88%) SAS
2 1 (2.33%) BizTalk Server
2 1 (2.33%) CMS
2 1 (2.33%) Sitecore CMS
Applications
1 2 (4.65%) MS Excel
Business Applications
1 2 (4.65%) Dynamics CRM
Cloud Services
1 1 (2.33%) Microsoft Azure
Database & Business Intelligence
1 16 (37.21%) Data Warehouse
2 12 (27.91%) Oracle Database
3 11 (25.58%) BusinessObjects
3 11 (25.58%) Oracle Database 11g
4 10 (23.26%) Enterprise Data Warehouse
4 10 (23.26%) MongoDB
4 10 (23.26%) PostgreSQL
5 9 (20.93%) Apache Hive
5 9 (20.93%) Hadoop
5 9 (20.93%) HBase
5 9 (20.93%) Pentaho
6 7 (16.28%) Big Data
7 6 (13.95%) SQL Server
8 4 (9.30%) Oracle BI EE
9 3 (6.98%) Base SAS
10 2 (4.65%) OLAP
10 2 (4.65%) OLTP
10 2 (4.65%) SQL Server Integration Services
11 1 (2.33%) Adabas
11 1 (2.33%) RDBMS
Development Applications
1 25 (58.14%) ERwin
General
1 13 (30.23%) Finance
2 2 (4.65%) Publishing
3 1 (2.33%) Manufacturing
3 1 (2.33%) Marketing
Job Titles
1 9 (20.93%) Tester
2 6 (13.95%) Analyst
2 6 (13.95%) Architect
2 6 (13.95%) Data Modeller
3 5 (11.63%) Enterprise Architect
3 5 (11.63%) ETL Tester
4 4 (9.30%) Data Manager
4 4 (9.30%) Data Migration Manager
4 4 (9.30%) Migration Manager
5 3 (6.98%) Data Architect
5 3 (6.98%) Test Analyst
6 2 (4.65%) Consultant
6 2 (4.65%) Data Analyst
6 2 (4.65%) Data Consultant
6 2 (4.65%) DBA
6 2 (4.65%) Developer
6 2 (4.65%) Enterprise Data Architect
6 2 (4.65%) PL/SQL Developer
6 2 (4.65%) Senior Enterprise Architect
6 2 (4.65%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (11.63%) Web Services
2 3 (6.98%) HTML
2 3 (6.98%) HTML5
3 2 (4.65%) D3.js
3 2 (4.65%) JSON
3 2 (4.65%) REST
3 2 (4.65%) XML
4 1 (2.33%) SOAP
Miscellaneous
1 12 (27.91%) Analytical Skills
1 12 (27.91%) Visualisation
2 8 (18.60%) Management Information System
3 5 (11.63%) Ontologies
3 5 (11.63%) Taxonomies
4 4 (9.30%) Data Structures
5 3 (6.98%) Data Integration
6 2 (4.65%) Algorithms
6 2 (4.65%) Statistics
7 1 (2.33%) Data Protection Act
7 1 (2.33%) Mainframe
7 1 (2.33%) Replication
Operating Systems
1 10 (23.26%) Unix
2 1 (2.33%) CentOS
2 1 (2.33%) Linux
2 1 (2.33%) Red Hat Enterprise Linux
2 1 (2.33%) Windows
Processes & Methodologies
1 25 (58.14%) Business Intelligence
2 15 (34.88%) Data Management
3 14 (32.56%) ETL
3 14 (32.56%) Open Source
4 12 (27.91%) Agile Software Development
5 11 (25.58%) Dimensional Modelling
5 11 (25.58%) Logical Data Model
6 10 (23.26%) Data Architecture
6 10 (23.26%) Data Visualisation
7 8 (18.60%) Migration
7 8 (18.60%) Physical Data Model
8 7 (16.28%) SFIA
9 6 (13.95%) Data Security
10 5 (11.63%) Data Migration
10 5 (11.63%) Information Management
11 4 (9.30%) Software Testing
12 3 (6.98%) Analytics
12 3 (6.98%) Data Transformation
12 3 (6.98%) Master Data Management
12 3 (6.98%) Regression Testing
Programming Languages
1 29 (67.44%) SQL
2 14 (32.56%) PL/SQL
3 9 (20.93%) Shell Script
4 6 (13.95%) C++
5 5 (11.63%) JavaScript
5 5 (11.63%) Python
6 4 (9.30%) T-SQL
7 1 (2.33%) NATURAL
Qualifications
1 6 (13.95%) ISEB
2 3 (6.98%) BPSS Clearance
2 3 (6.98%) SAS Certification
3 1 (2.33%) ISTQB
3 1 (2.33%) Security Cleared
Quality Assurance & Compliance
1 5 (11.63%) QA
2 4 (9.30%) GxP
3 1 (2.33%) Data Quality
3 1 (2.33%) Disclosure Scotland
Vendors
1 29 (67.44%) Oracle
2 22 (51.16%) Informatica
3 10 (23.26%) Microsoft
4 9 (20.93%) CA
4 9 (20.93%) Tableau
5 4 (9.30%) SAP
6 2 (4.65%) Sitecore