The following table provides summary statistics for contract job vacancies advertised in Wales with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 3 months to 28 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.

Data Architecture
UK / Wales
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 48 - -
Rank change year-on-year - 0  
Contract jobs citing Data Architecture 17 0 0
As % of all contract IT jobs advertised in Wales 2.43% - -
As % of the Processes & Methodologies category 2.96% - -
Number of daily rates quoted 14 0 0
Median daily rate £500 - -
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £36.50

Data Architecture 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 574 583 559
As % of all contract IT job vacancies advertised in Wales 81.88% 84.86% 76.26%
Number of daily rates quoted 422 399 312
Median daily rate £396 £375 £375
Median daily rate % change year-on-year +5.66% -  
90% offered a daily rate of more than £190 £275 £262
10% offered a daily rate of more than £525 £475 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 41 29 23
Median hourly rate £35.00 £29.00 £18.90
Median hourly rate % change year-on-year +20.68% +53.43%  
90% offered a hourly rate of more than £14.50 £13.00 £11.60
10% offered a hourly rate of more than £55.00 £66.00 £34.50
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

Data Architecture
Job Vacancy Trend in Wales

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

Job vacancy trend for Data Architecture in Wales

Data Architecture
Contractor Daily Rate Trend in Wales

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

Contractor daily rate trend for Data Architecture in Wales

Data Architecture
Contractor Daily Rate Histogram in Wales

The daily rate distribution of IT jobs citing Data Architecture in Wales over the 3 months to 28 March 2017.

Contractor daily rate histogram for Data Architecture in Wales

Data Architecture
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 Architecture within the Wales region over the 3 months to 28 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
South Wales - 17 £500 -
Data Architecture
UK

Data Architecture
Top 30 Co-occurring IT Skills in Wales

For the 6 months to 28 March 2017, IT contractor jobs citing Data Architecture 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 Architecture.

1 12 (70.59%) Data Warehouse
2 9 (52.94%) SAS
3 8 (47.06%) Data Management
4 7 (41.18%) Migration
4 7 (41.18%) Business Intelligence
4 7 (41.18%) Quality Management
4 7 (41.18%) Ab Initio
4 7 (41.18%) Teradata
4 7 (41.18%) ETL
4 7 (41.18%) BusinessObjects
4 7 (41.18%) Informatica
4 7 (41.18%) MicroStrategy
4 7 (41.18%) ERwin
4 7 (41.18%) SQL Server Reporting Services
4 7 (41.18%) SQL Server Integration Services
4 7 (41.18%) QlikView
4 7 (41.18%) Data Migration
4 7 (41.18%) Tableau
4 7 (41.18%) Data Quality
5 6 (35.29%) Hadoop
5 6 (35.29%) Data Analytics
5 6 (35.29%) Analytics
5 6 (35.29%) Dimensional Modelling
5 6 (35.29%) Netezza
5 6 (35.29%) Oracle
5 6 (35.29%) SQL Server
5 6 (35.29%) Enterprise Data Warehouse
6 5 (29.41%) Stakeholder Management
6 5 (29.41%) TOGAF
6 5 (29.41%) Technical Architecture

Data Architecture
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 9 (52.94%) SAS
Cloud Services
1 1 (5.88%) Microsoft Azure
Database & Business Intelligence
1 12 (70.59%) Data Warehouse
2 7 (41.18%) BusinessObjects
2 7 (41.18%) QlikView
2 7 (41.18%) SQL Server Integration Services
2 7 (41.18%) SQL Server Reporting Services
3 6 (35.29%) Enterprise Data Warehouse
3 6 (35.29%) Hadoop
3 6 (35.29%) SQL Server
4 3 (17.65%) OLAP
4 3 (17.65%) OLAP Cube
5 2 (11.76%) SAS Data Integration Studio
6 1 (5.88%) Big Data
6 1 (5.88%) SAS Enterprise Guide
Development Applications
1 7 (41.18%) ERwin
General
1 4 (23.53%) Finance
2 2 (11.76%) Banking
3 1 (5.88%) Investment Banking
Job Titles
1 7 (41.18%) Architect
1 7 (41.18%) Data Architect
2 5 (29.41%) Data Manager
2 5 (29.41%) Programme Manager
3 3 (17.65%) Developer
4 2 (11.76%) Portfolio Manager
4 2 (11.76%) SAS Developer
4 2 (11.76%) Teradata Architect
5 1 (5.88%) Data Analyst
5 1 (5.88%) Data Governance Analyst
5 1 (5.88%) Data Governance Manager
5 1 (5.88%) Data Warehouse Manager
5 1 (5.88%) Delivery Manager
5 1 (5.88%) Environment Delivery Manager
5 1 (5.88%) Governance Manager
5 1 (5.88%) Infrastructure Delivery Manager
5 1 (5.88%) Python Developer
5 1 (5.88%) SAS Analyst
5 1 (5.88%) SAS Consultant
5 1 (5.88%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 3 (17.65%) XML
2 1 (5.88%) Middleware
2 1 (5.88%) SQLAlchemy
Miscellaneous
1 3 (17.65%) Credit Risk
Processes & Methodologies
1 8 (47.06%) Data Management
2 7 (41.18%) Business Intelligence
2 7 (41.18%) Data Migration
2 7 (41.18%) ETL
2 7 (41.18%) Migration
2 7 (41.18%) Quality Management
3 6 (35.29%) Analytics
3 6 (35.29%) Data Analytics
3 6 (35.29%) Dimensional Modelling
4 5 (29.41%) Data Governance
4 5 (29.41%) Mentoring
4 5 (29.41%) Resource Management
4 5 (29.41%) Stakeholder Management
4 5 (29.41%) Technical Architecture
4 5 (29.41%) TOGAF
5 4 (23.53%) Data Modelling
6 3 (17.65%) Data Analysis
6 3 (17.65%) Translating Business Requirements
7 2 (11.76%) Coaching
7 2 (11.76%) Resource Allocation
Programming Languages
1 2 (11.76%) SQL
2 1 (5.88%) Python
Quality Assurance & Compliance
1 7 (41.18%) Data Quality
Vendors
1 7 (41.18%) Ab Initio
1 7 (41.18%) Informatica
1 7 (41.18%) MicroStrategy
1 7 (41.18%) Tableau
1 7 (41.18%) Teradata
2 6 (35.29%) Netezza
2 6 (35.29%) Oracle
3 1 (5.88%) Microsoft