The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Wales region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 19 February 2017 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
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Wales / South Wales
Rank 40 66 25
Rank change year-on-year
+26 -41
Contract jobs citing Data Modelling 13 5 29
As % of all contract IT jobs located in South Wales 2.53% 0.86% 5.71%
As % of the Processes & Methodologies category 3.07% 0.97% 7.80%
Number of daily rates quoted 9 3 17
Median daily rate £500 £325 £425
Median daily rate % change year-on-year
+53.84% -23.52%
90% offered a daily rate of more than £385 £321 £370
10% offered a daily rate of more than £525 £365 £485
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

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

Processes & Methodologies Category
South Wales
Contract IT job ads with a match in the
Processes & Methodologies category
424 515 372
As % of all contract IT jobs located in South Wales 82.65% 88.49% 73.23%
Number of daily rates quoted 315 377 251
Median daily rate £400 £350 £375
Median daily rate % change year-on-year
+14.28% -6.66%
90% offered a daily rate of more than £183 £240 £225
10% offered a daily rate of more than £525 £450 £475
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 23 24 11
Median hourly rate £25.00 £47.29 £22.50
Median hourly rate % change year-on-year
-47.13% +110.17%
90% offered a hourly rate of more than £14.50 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £66.00 £28.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Data Modelling
Jobs Demand Trend in South Wales

The demand trend of contract jobs across the South 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 South Wales

Data Modelling
Daily Rate Trend in South Wales

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

Data Modelling Daily Rate Trend in South Wales

Data Modelling
Daily Rate Histogram in South Wales

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Wales region over the 3 months to 19 February 2017.

Data Modelling Daily Rate Histogram in South Wales

Data Modelling
Hourly Rate Trend in South Wales

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

Data Modelling Hourly Rate Trend in South Wales

Data Modelling
Contract Job Locations in South 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 South Wales region over the 3 months to 19 February 2017. 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 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
Cardiff +20 9 £455 +40.00%
Newport - 3 £500 -
Data Modelling
Wales

Data Modelling
Top 30 Related IT Skills in South Wales

For the 6 months to 19 February 2017, 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 South Wales region with a requirement for Data Modelling.

1 9 (34.62%) Management Information System
2 8 (30.77%) ERwin
2 8 (30.77%) Data Structures
3 7 (26.92%) Business Intelligence
4 6 (23.08%) Data Warehouse
4 6 (23.08%) ETL
4 6 (23.08%) Publishing
4 6 (23.08%) SQL Server Integration Services
4 6 (23.08%) Analytical Skills
5 5 (19.23%) Security Cleared
5 5 (19.23%) Data Management
5 5 (19.23%) SQL Server Reporting Services
5 5 (19.23%) Validation
5 5 (19.23%) Oracle
5 5 (19.23%) SQL Server
5 5 (19.23%) SQL
6 4 (15.38%) BusinessObjects
6 4 (15.38%) CA
6 4 (15.38%) Informatica
6 4 (15.38%) MicroStrategy
6 4 (15.38%) SAS
6 4 (15.38%) Migration
6 4 (15.38%) Quality Management
6 4 (15.38%) Data Analysis
6 4 (15.38%) Ab Initio
6 4 (15.38%) Teradata
6 4 (15.38%) Netezza
6 4 (15.38%) QlikView
6 4 (15.38%) Data Migration
6 4 (15.38%) Data Architecture

Data Modelling
Top Related IT Skills in South 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:

Application Platforms
1 4 (15.38%) SAS
Applications
1 1 (3.85%) MS Excel
Communications & Networking
1 1 (3.85%) TCP/IP
1 1 (3.85%) Wireless
Database & Business Intelligence
1 6 (23.08%) Data Warehouse
1 6 (23.08%) SQL Server Integration Services
2 5 (19.23%) SQL Server
2 5 (19.23%) SQL Server Reporting Services
3 4 (15.38%) BusinessObjects
3 4 (15.38%) Hadoop
3 4 (15.38%) QlikView
3 4 (15.38%) Relational Database
4 1 (3.85%) Enterprise Data Warehouse
4 1 (3.85%) SQL Server 2014
4 1 (3.85%) Star Schema
Development Applications
1 8 (30.77%) ERwin
2 1 (3.85%) NUnit
2 1 (3.85%) Rational Rhapsody
General
1 6 (23.08%) Publishing
2 3 (11.54%) Finance
3 2 (7.69%) Advertising
Job Titles
1 14 (53.85%) Architect
2 13 (50.00%) Data Architect
3 4 (15.38%) Analyst
3 4 (15.38%) Business Analyst
3 4 (15.38%) Data Modeller
4 3 (11.54%) Developer
5 2 (7.69%) Data Business Analyst
5 2 (7.69%) Database Architect
6 1 (3.85%) Business Developer
6 1 (3.85%) Business Intelligence Developer
6 1 (3.85%) ETL Developer
6 1 (3.85%) Full Stack Developer
6 1 (3.85%) Information Systems Architect
6 1 (3.85%) Process Analyst
6 1 (3.85%) Security Analyst
6 1 (3.85%) Senior Architect
6 1 (3.85%) Senior Data Architect
6 1 (3.85%) Senior Database Architect
6 1 (3.85%) SQL Server Architect
6 1 (3.85%) Teradata Architect
Libraries, Frameworks & Software Standards
1 3 (11.54%) XML
2 1 (3.85%) .NET
2 1 (3.85%) ASP.NET Web API
2 1 (3.85%) NHibernate
2 1 (3.85%) REST
Miscellaneous
1 9 (34.62%) Management Information System
2 8 (30.77%) Data Structures
3 6 (23.08%) Analytical Skills
4 1 (3.85%) Data Integration
4 1 (3.85%) Fintech
4 1 (3.85%) Replication
4 1 (3.85%) Statistics
Processes & Methodologies
1 7 (26.92%) Business Intelligence
2 6 (23.08%) ETL
3 5 (19.23%) Data Management
3 5 (19.23%) Validation
4 4 (15.38%) Analytics
4 4 (15.38%) Data Analysis
4 4 (15.38%) Data Architecture
4 4 (15.38%) Data Migration
4 4 (15.38%) Logical Data Model
4 4 (15.38%) Migration
4 4 (15.38%) Quality Management
4 4 (15.38%) Reverse Engineering
4 4 (15.38%) Scorecard
5 3 (11.54%) Data Analytics
5 3 (11.54%) Data Mapping
5 3 (11.54%) Dimensional Modelling
5 3 (11.54%) Technical Architecture
5 3 (11.54%) TOGAF
5 3 (11.54%) Translating Business Requirements
6 2 (7.69%) Agile Software Development
Programming Languages
1 5 (19.23%) SQL
2 1 (3.85%) C#
2 1 (3.85%) VBA
Qualifications
1 5 (19.23%) Security Cleared
2 2 (7.69%) SC Cleared
Quality Assurance & Compliance
1 4 (15.38%) Data Quality
Vendors
1 5 (19.23%) Oracle
2 4 (15.38%) Ab Initio
2 4 (15.38%) CA
2 4 (15.38%) Informatica
2 4 (15.38%) MicroStrategy
2 4 (15.38%) Netezza
2 4 (15.38%) Tableau
2 4 (15.38%) Teradata
3 2 (7.69%) Microsoft