The following table provides summary statistics for contract job vacancies advertised in 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 26 June 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.

Data Modelling
UK / Wales
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 36 47 50
Rank change year-on-year +11 +3  
Contract jobs citing Data Modelling 24 9 28
As % of all contract IT jobs advertised in Wales 3.87% 1.63% 3.27%
As % of the Processes & Methodologies category 4.51% 2.09% 3.95%
Number of daily rates quoted 17 8 17
Median daily rate £393 £456 £400
Median daily rate % change year-on-year -13.97% +14.06%  
90% offered a daily rate of more than £275 £393 £315
10% offered a daily rate of more than £490 £550 £450
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
Number of hourly rates quoted 4 0 0
Median hourly rate £58.75 - -
UK excluding London median hourly rate £40.70 - £33.50

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 Wales with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Wales
Contract job vacancies with a requirement for process and methodology skills 532 430 709
As % of all contract IT job vacancies advertised in Wales 85.81% 78.04% 82.92%
Number of daily rates quoted 371 302 487
Median daily rate £380 £400 £360
Median daily rate % change year-on-year -5.00% +11.11%  
90% offered a daily rate of more than £289 £276 £265
10% offered a daily rate of more than £525 £540 £463
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 42 21 27
Median hourly rate £36.50 £35.00 £15.25
Median hourly rate % change year-on-year +4.28% +129.50%  
90% offered a hourly rate of more than £13.00 £10.88 £12.48
10% offered a hourly rate of more than £60.00 £72.50 £21.75
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in 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 Wales

Data Modelling
Contractor Daily Rate Trend in Wales

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

Contractor daily rate trend for Data Modelling in Wales

Data Modelling
Contractor Daily Rate Histogram in Wales

The daily rate distribution of IT jobs citing Data Modelling in Wales over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Modelling in Wales

Data Modelling
Contractor Hourly Rate Trend in Wales

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

Contractor hourly rate trend for Data Modelling 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 26 June 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
South Wales +4 19 £393 -13.97% 2
Data Modelling
UK

For the 6 months to 26 June 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 Wales region with a requirement for Data Modelling.

1 22 (48.89%) Logical Data Model
2 16 (35.56%) GAP Analysis
2 16 (35.56%) Workflow
2 16 (35.56%) Content Management
3 11 (24.44%) Migration
3 11 (24.44%) Security Cleared
4 10 (22.22%) Data Migration
4 10 (22.22%) SC Cleared
5 8 (17.78%) Oracle
5 8 (17.78%) Data Warehouse
6 7 (15.56%) Business Intelligence
6 7 (15.56%) SQL
6 7 (15.56%) Back Office
6 7 (15.56%) Agile Software Development
6 7 (15.56%) Data Management
6 7 (15.56%) Physical Data Model
7 6 (13.33%) SQL Server Integration Services
7 6 (13.33%) SQL Server
7 6 (13.33%) ETL
8 5 (11.11%) TOGAF
8 5 (11.11%) SysML
8 5 (11.11%) Use Case
8 5 (11.11%) Data Architecture
8 5 (11.11%) RESTful
8 5 (11.11%) Model-Based Systems Engineering
9 4 (8.89%) Hadoop
9 4 (8.89%) QlikView
9 4 (8.89%) Netezza
9 4 (8.89%) Requirements Management
9 4 (8.89%) Requirements Analysis

Data Modelling
Co-occurring 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:

Application Platforms
1 4 (8.89%) SAS
Business Applications
1 1 (2.22%) Oracle EBS R12
Database & Business Intelligence
1 8 (17.78%) Data Warehouse
2 6 (13.33%) SQL Server
2 6 (13.33%) SQL Server Integration Services
3 4 (8.89%) BusinessObjects
3 4 (8.89%) GIS
3 4 (8.89%) Hadoop
3 4 (8.89%) NoSQL
3 4 (8.89%) QlikView
3 4 (8.89%) SQL Server Reporting Services
4 3 (6.67%) Oracle Reports
5 2 (4.44%) Oracle BI EE
5 2 (4.44%) Oracle BI Publisher
5 2 (4.44%) Oracle OWB
5 2 (4.44%) SQL Server 2008
5 2 (4.44%) SQLPlus
5 2 (4.44%) Star Schema
6 1 (2.22%) Big Data
6 1 (2.22%) Data Mining
6 1 (2.22%) Oracle Discoverer
6 1 (2.22%) Relational Database
Development Applications
1 4 (8.89%) ERwin
1 4 (8.89%) Rational DOORS
2 2 (4.44%) Oracle APEX
2 2 (4.44%) Toad
3 1 (2.22%) Rational Rhapsody
General
1 7 (15.56%) Back Office
2 3 (6.67%) Finance
2 3 (6.67%) Publishing
3 1 (2.22%) Legal
3 1 (2.22%) Military
Job Titles
1 26 (57.78%) Architect
2 18 (40.00%) Solutions Architect
3 11 (24.44%) Analyst
4 8 (17.78%) Data Architect
5 5 (11.11%) Solutions Analyst
5 5 (11.11%) Systems Engineer
6 4 (8.89%) Data Warehouse Developer
6 4 (8.89%) Developer
7 3 (6.67%) Business Analyst
7 3 (6.67%) Data Analyst
7 3 (6.67%) Data Modeller
8 2 (4.44%) Oracle Data Warehouse Developer
8 2 (4.44%) Oracle Developer
8 2 (4.44%) SQL Developer
9 1 (2.22%) Financial Analyst
9 1 (2.22%) Report Analyst
9 1 (2.22%) Security Analyst
9 1 (2.22%) Senior Analyst
9 1 (2.22%) Senior Data Analyst
9 1 (2.22%) Teradata Architect
Libraries, Frameworks & Software Standards
1 5 (11.11%) RESTful
2 4 (8.89%) XML
3 1 (2.22%) JSON
3 1 (2.22%) Natural Language Processing
3 1 (2.22%) Web Services
Miscellaneous
1 4 (8.89%) Analytical Skills
1 4 (8.89%) Data Structures
1 4 (8.89%) Management Information System
2 1 (2.22%) Algorithms
2 1 (2.22%) Computer Science
2 1 (2.22%) Reference Data
2 1 (2.22%) Replication
Processes & Methodologies
1 22 (48.89%) Logical Data Model
2 16 (35.56%) Content Management
2 16 (35.56%) GAP Analysis
2 16 (35.56%) Workflow
3 11 (24.44%) Migration
4 10 (22.22%) Data Migration
5 7 (15.56%) Agile Software Development
5 7 (15.56%) Business Intelligence
5 7 (15.56%) Data Management
5 7 (15.56%) Physical Data Model
6 6 (13.33%) ETL
7 5 (11.11%) Data Architecture
7 5 (11.11%) Model-Based Systems Engineering
7 5 (11.11%) SysML
7 5 (11.11%) TOGAF
7 5 (11.11%) Use Case
8 4 (8.89%) Analytics
8 4 (8.89%) Data Analytics
8 4 (8.89%) Data Transformation
8 4 (8.89%) Performance Analysis
Programming Languages
1 7 (15.56%) SQL
2 2 (4.44%) PL/SQL
2 2 (4.44%) Tcl
2 2 (4.44%) T-SQL
3 1 (2.22%) Python
3 1 (2.22%) R
Qualifications
1 11 (24.44%) Security Cleared
2 10 (22.22%) SC Cleared
3 1 (2.22%) Degree
3 1 (2.22%) PhD
Quality Assurance & Compliance
1 4 (8.89%) Data Quality
2 2 (4.44%) Disclosure Scotland
Vendors
1 8 (17.78%) Oracle
2 4 (8.89%) Ab Initio
2 4 (8.89%) Informatica
2 4 (8.89%) MicroStrategy
2 4 (8.89%) Netezza
2 4 (8.89%) Tableau
2 4 (8.89%) Teradata
3 1 (2.22%) SAP
3 1 (2.22%) Software AG
Cardiff, South Glamorgan
Sanderson
Rate: £335 - £350 per day
Posted: 5 days ago