The following table provides summary statistics for contract job vacancies advertised in South Wales with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Wales / South Wales
Rank 37 65 33
Rank change year-on-year +28 -32  
Contract jobs citing Data Modelling 17 4 17
As % of all contract IT jobs advertised in South Wales 3.01% 0.69% 3.80%
As % of the Processes & Methodologies category 3.59% 0.80% 5.12%
Number of daily rates quoted 10 3 8
Median daily rate £458 £375 £413
Median daily rate % change year-on-year +22.00% -9.09%  
90% offered a daily rate of more than £409 £331 £378
10% offered a daily rate of more than £501 £375 £426
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in South Wales with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South Wales
Contract job vacancies with a requirement for process and methodology skills 474 499 332
As % of all contract IT job vacancies advertised in South Wales 83.89% 86.18% 74.27%
Number of daily rates quoted 345 346 225
Median daily rate £388 £370 £375
Median daily rate % change year-on-year +4.72% -1.33%  
90% offered a daily rate of more than £186 £275 £255
10% offered a daily rate of more than £525 £460 £475
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 38 26 15
Median hourly rate £35.00 £30.00 £18.90
Median hourly rate % change year-on-year +16.66% +58.73%  
90% offered a hourly rate of more than £14.50 £13.00 £11.20
10% offered a hourly rate of more than £55.00 £66.00 £34.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Modelling
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in South Wales

Data Modelling
Contractor Daily Rate Trend in South Wales

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

Contractor daily rate trend for Data Modelling in South Wales

Data Modelling
Contractor 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 in South Wales.

Contractor hourly rate trend for Data Modelling 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 24 March 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 +22 7 £463 +23.33%
Newport - 7 £458 -
Monmouthshire - 2 - -
Data Modelling
Wales

Data Modelling
Top 30 Related IT Skills in South Wales

For the 6 months to 24 March 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 11 (36.67%) Security Cleared
2 9 (30.00%) Logical Data Model
3 8 (26.67%) Data Structures
3 8 (26.67%) SC Cleared
3 8 (26.67%) Management Information System
3 8 (26.67%) ERwin
4 7 (23.33%) Business Intelligence
4 7 (23.33%) Oracle
5 6 (20.00%) SQL
5 6 (20.00%) Data Warehouse
5 6 (20.00%) Publishing
5 6 (20.00%) Analytical Skills
6 5 (16.67%) Validation
6 5 (16.67%) Content Management
6 5 (16.67%) SQL Server Integration Services
6 5 (16.67%) ETL
6 5 (16.67%) SQL Server
6 5 (16.67%) Workflow
6 5 (16.67%) GAP Analysis
7 4 (13.33%) Quality Management
7 4 (13.33%) SAS
7 4 (13.33%) BusinessObjects
7 4 (13.33%) CA
7 4 (13.33%) Informatica
7 4 (13.33%) MicroStrategy
7 4 (13.33%) Data Management
7 4 (13.33%) Netezza
7 4 (13.33%) QlikView
7 4 (13.33%) SQL Server Reporting Services
7 4 (13.33%) Data Analysis

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 (13.33%) SAS
Communications & Networking
1 1 (3.33%) TCP/IP
1 1 (3.33%) Wireless
Database & Business Intelligence
1 6 (20.00%) Data Warehouse
2 5 (16.67%) SQL Server
2 5 (16.67%) SQL Server Integration Services
3 4 (13.33%) BusinessObjects
3 4 (13.33%) Hadoop
3 4 (13.33%) QlikView
3 4 (13.33%) Relational Database
3 4 (13.33%) SQL Server Reporting Services
4 2 (6.67%) Oracle BI EE
4 2 (6.67%) Oracle BI Publisher
4 2 (6.67%) Oracle OWB
4 2 (6.67%) Oracle Reports
4 2 (6.67%) SQLPlus
5 1 (3.33%) Enterprise Data Warehouse
5 1 (3.33%) SQL Server 2014
Development Applications
1 8 (26.67%) ERwin
2 2 (6.67%) Oracle APEX
2 2 (6.67%) Toad
3 1 (3.33%) NUnit
3 1 (3.33%) Rational Rhapsody
General
1 6 (20.00%) Publishing
2 2 (6.67%) Finance
3 1 (3.33%) Advertising
3 1 (3.33%) Back Office
Job Titles
1 19 (63.33%) Architect
2 13 (43.33%) Data Architect
3 5 (16.67%) Analyst
3 5 (16.67%) Solutions Architect
4 4 (13.33%) Data Modeller
5 3 (10.00%) Business Analyst
5 3 (10.00%) Developer
6 2 (6.67%) Data Business Analyst
6 2 (6.67%) Data Warehouse Developer
6 2 (6.67%) Database Architect
6 2 (6.67%) Oracle Data Warehouse Developer
6 2 (6.67%) Oracle Developer
6 2 (6.67%) Solutions Analyst
7 1 (3.33%) Full Stack Developer
7 1 (3.33%) Information Systems Architect
7 1 (3.33%) Senior Architect
7 1 (3.33%) Senior Data Architect
7 1 (3.33%) Senior Database Architect
7 1 (3.33%) SQL Server Architect
7 1 (3.33%) Teradata Architect
Libraries, Frameworks & Software Standards
1 3 (10.00%) XML
2 1 (3.33%) .NET
2 1 (3.33%) ASP.NET Web API
2 1 (3.33%) NHibernate
2 1 (3.33%) REST
Miscellaneous
1 8 (26.67%) Data Structures
1 8 (26.67%) Management Information System
2 6 (20.00%) Analytical Skills
3 1 (3.33%) Fintech
3 1 (3.33%) Replication
Processes & Methodologies
1 9 (30.00%) Logical Data Model
2 7 (23.33%) Business Intelligence
3 5 (16.67%) Content Management
3 5 (16.67%) ETL
3 5 (16.67%) GAP Analysis
3 5 (16.67%) Validation
3 5 (16.67%) Workflow
4 4 (13.33%) Data Analysis
4 4 (13.33%) Data Architecture
4 4 (13.33%) Data Management
4 4 (13.33%) Data Migration
4 4 (13.33%) Migration
4 4 (13.33%) Quality Management
4 4 (13.33%) Reverse Engineering
4 4 (13.33%) Scorecard
5 3 (10.00%) Data Analytics
5 3 (10.00%) Data Mapping
5 3 (10.00%) Dimensional Modelling
5 3 (10.00%) Technical Architecture
5 3 (10.00%) Translating Business Requirements
Programming Languages
1 6 (20.00%) SQL
2 2 (6.67%) PL/SQL
2 2 (6.67%) Tcl
3 1 (3.33%) C#
Qualifications
1 11 (36.67%) Security Cleared
2 8 (26.67%) SC Cleared
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 1 (3.33%) Disclosure Scotland
Vendors
1 7 (23.33%) Oracle
2 4 (13.33%) Ab Initio
2 4 (13.33%) CA
2 4 (13.33%) Informatica
2 4 (13.33%) MicroStrategy
2 4 (13.33%) Netezza
2 4 (13.33%) Tableau
2 4 (13.33%) Teradata
3 1 (3.33%) Microsoft