The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Wales region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 64 54 45
Rank change year-on-year
-10 -9
Contract jobs citing Data Modelling 16 22 32
As % of all contract IT jobs located in Wales 1.98% 3.20% 4.43%
As % of the Processes & Methodologies category 2.35% 4.01% 5.47%
Number of daily rates quoted 10 19 18
Median daily rate £450 £310 £465
Median daily rate % change year-on-year
+45.16% -33.33%
90% offered a daily rate of more than £386 £282 £259
10% offered a daily rate of more than £553 £325 £550
UK excluding London median daily rate £450 £425 £438
% change year-on-year
+5.88% -2.85%
Number of hourly rates quoted 2 1 0
Median hourly rate £57.50 £21.00 -
Median hourly rate % change year-on-year
+173.80% -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
Data Modelling
UK

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

Processes & Methodologies Category
Wales
Contract IT job ads with a match in the
Processes & Methodologies category
682 549 585
As % of all contract IT jobs located in Wales 84.41% 79.80% 80.91%
Number of daily rates quoted 501 426 376
Median daily rate £433 £350 £350
Median daily rate % change year-on-year
+23.57% -
90% offered a daily rate of more than £300 £300 £240
10% offered a daily rate of more than £575 £450 £475
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 24 17 12
Median hourly rate £32.50 £20.48 £22.50
Median hourly rate % change year-on-year
+58.69% -8.97%
90% offered a hourly rate of more than £17.68 £11.00 £11.80
10% offered a hourly rate of more than £59.25 £52.03 £25.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Modelling
Jobs Demand Trend in Wales

The demand trend of contract jobs across the Wales 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 Wales

Data Modelling
Daily Rate Trend in Wales

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

Data Modelling Daily Rate Trend in Wales

Data Modelling
Daily Rate Histogram in Wales

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Wales region over the 3 months to 8 December 2016.

Data Modelling Daily Rate Histogram in Wales

Data Modelling
Hourly Rate Trend in Wales

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

Data Modelling Hourly Rate Trend in Wales

Data Modelling
Contract Job Locations in Wales

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 Wales region over the 3 months to 8 December 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
South Wales -1 14 £450 +45.16%
North Wales - 1 £450 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Wales

For the 6 months to 8 December 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 Wales region with a requirement for Data Modelling.

1 6 (28.57%) Management Information System
1 6 (28.57%) Relational Database
2 5 (23.81%) Logical Data Model
2 5 (23.81%) Reverse Engineering
2 5 (23.81%) ERwin
2 5 (23.81%) CA
2 5 (23.81%) Validation
3 4 (19.05%) SQL
3 4 (19.05%) Security Cleared
3 4 (19.05%) Data Structures
4 3 (14.29%) Analytical Skills
4 3 (14.29%) Business Intelligence
4 3 (14.29%) Publishing
4 3 (14.29%) Scrum
4 3 (14.29%) Agile Software Development
5 2 (9.52%) Finance
5 2 (9.52%) Advertising
5 2 (9.52%) Microsoft
5 2 (9.52%) Oracle
5 2 (9.52%) MS Excel
5 2 (9.52%) Data Warehouse
5 2 (9.52%) ETL
5 2 (9.52%) SC Cleared
5 2 (9.52%) Business Analysis
5 2 (9.52%) SQL Server Integration Services
5 2 (9.52%) Enterprise Architecture
6 1 (4.76%) SDLC
6 1 (4.76%) Target Operating Model
6 1 (4.76%) API Design
6 1 (4.76%) SQL Server 2014

Data Modelling
Top Related IT Skills in Wales 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:

Applications
1 2 (9.52%) MS Excel
2 1 (4.76%) MS Visio
Business Applications
1 1 (4.76%) SAP IS-U
Communications & Networking
1 1 (4.76%) TCP/IP
1 1 (4.76%) Wireless
Database & Business Intelligence
1 6 (28.57%) Relational Database
2 2 (9.52%) Data Warehouse
2 2 (9.52%) SQL Server Integration Services
3 1 (4.76%) SAP BW
3 1 (4.76%) SQL Server
3 1 (4.76%) SQL Server 2014
3 1 (4.76%) SQL Server Reporting Services
3 1 (4.76%) Star Schema
Development Applications
1 5 (23.81%) ERwin
2 1 (4.76%) NUnit
2 1 (4.76%) Oracle APEX
2 1 (4.76%) Rational Rhapsody
General
1 3 (14.29%) Publishing
2 2 (9.52%) Advertising
2 2 (9.52%) Finance
Job Titles
1 6 (28.57%) Architect
2 5 (23.81%) Data Architect
2 5 (23.81%) Data Modeller
3 4 (19.05%) Analyst
3 4 (19.05%) Business Analyst
3 4 (19.05%) Developer
4 2 (9.52%) Consultant
4 2 (9.52%) Data Business Analyst
4 2 (9.52%) Database Architect
4 2 (9.52%) Process Analyst
4 2 (9.52%) Technical Consultant
5 1 (4.76%) Business Intelligence Developer
5 1 (4.76%) ETL Developer
5 1 (4.76%) Full Stack Developer
5 1 (4.76%) Information Security Analyst
5 1 (4.76%) IT Analyst
5 1 (4.76%) IT Business Analyst
5 1 (4.76%) IT Security Analyst
5 1 (4.76%) PCI DSS Security Analyst
5 1 (4.76%) Salesforce Technical Consultant
Libraries, Frameworks & Software Standards
1 1 (4.76%) .NET
1 1 (4.76%) ASP.NET Web API
1 1 (4.76%) DHTML
1 1 (4.76%) HTML
1 1 (4.76%) NHibernate
1 1 (4.76%) REST
1 1 (4.76%) Visualforce
Miscellaneous
1 6 (28.57%) Management Information System
2 4 (19.05%) Data Structures
3 3 (14.29%) Analytical Skills
4 1 (4.76%) Data Integration
4 1 (4.76%) Fintech
4 1 (4.76%) Replication
Processes & Methodologies
1 5 (23.81%) Logical Data Model
1 5 (23.81%) Reverse Engineering
1 5 (23.81%) Validation
2 3 (14.29%) Agile Software Development
2 3 (14.29%) Business Intelligence
2 3 (14.29%) Scrum
3 2 (9.52%) Business Analysis
3 2 (9.52%) Enterprise Architecture
3 2 (9.52%) ETL
4 1 (4.76%) BPMN
4 1 (4.76%) Continuous Integration
4 1 (4.76%) Data Management
4 1 (4.76%) Data Mapping
4 1 (4.76%) Data Migration
4 1 (4.76%) Kanban
4 1 (4.76%) Requirements Analysis
4 1 (4.76%) Requirements Management
4 1 (4.76%) Risk Analysis
4 1 (4.76%) TDD
4 1 (4.76%) Use Case
Programming Languages
1 4 (19.05%) SQL
2 1 (4.76%) ABAP
2 1 (4.76%) Apex Code
2 1 (4.76%) C#
2 1 (4.76%) JavaScript
2 1 (4.76%) VBA
Qualifications
1 4 (19.05%) Security Cleared
2 2 (9.52%) SC Cleared
Quality Assurance & Compliance
1 1 (4.76%) PCI DSS
Vendors
1 5 (23.81%) CA
2 2 (9.52%) Microsoft
2 2 (9.52%) Oracle
3 1 (4.76%) Salesforce.com
3 1 (4.76%) SAP