Period
to 25 July 2017

The following table provides summary statistics for contract job vacancies advertised in Wales with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 25 July 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 Management
UK > Wales
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 73 90 85
Rank change year-on-year +17 -5 +7
Contract jobs citing Data Management 21 6 20
As % of all contract IT jobs advertised in Wales 1.63% 0.49% 1.21%
As % of the Processes & Methodologies category 1.94% 0.60% 1.51%
Number of daily rates quoted 12 5 15
Wales median daily rate £498 £338 £323
Median daily rate % change year-on-year +47.41% +4.65% -36.76%
10th Percentile £277 £313 £304
90th Percentile £570 £383 £470
UK median daily rate £463 £460 £450
% change year-on-year +0.54% +2.22% +5.88%
Number of hourly rates quoted 1 0 0
Wales median hourly rate £32.50 - -
UK median hourly rate £25.41 £19.00 £27.44
% change year-on-year +33.71% -30.76% +33.85%

Data Management 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 1083 999 1327
As % of all contract IT job vacancies advertised in Wales 84.15% 81.09% 80.52%
Number of daily rates quoted 757 685 853
Wales median daily rate £380 £375 £356
Median daily rate % change year-on-year +1.33% +5.34% -5.07%
10th Percentile £178 £222 £225
90th Percentile £538 £525 £488
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 82 57 51
Wales median hourly rate £25.75 £17.00 £15.00
Median hourly rate % change year-on-year +51.47% +13.33% -26.83%
10th Percentile £13.08 £10.15 £10.25
90th Percentile £77.50 £69.40 £33.75
UK median hourly rate £25.00 £25.00 £22.00
% change year-on-year - +13.64% +4.76%

Data Management
Job Vacancy Trend in Wales

Job postings citing Data Management as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for Data Management in Wales

Data Management
Contractor Daily Rate Trend in Wales

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

Contractor daily rate trend for Data Management in Wales

Data Management
Contractor Daily Rate Histogram in Wales

The daily rate distribution of IT jobs citing Data Management in Wales over the 6 months to 25 July 2017.

Contractor daily rate histogram for Data Management in Wales

Data Management
Contractor Hourly Rate Trend in Wales

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

Contractor hourly rate trend for Data Management in Wales

Data Management
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 Management within the Wales region over the 6 months to 25 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +15 19 £500 +48.15% 5
North Wales - 1 £185 - 1
Data Management
UK

For the 6 months to 25 July 2017, IT contractor jobs citing Data Management 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 Management.

1 10 (47.62%) Oracle
2 9 (42.86%) Data Modelling
2 9 (42.86%) Migration
2 9 (42.86%) TOGAF
2 9 (42.86%) Data Migration
3 8 (38.10%) Data Architecture
3 8 (38.10%) Data Analytics
3 8 (38.10%) Analytics
3 8 (38.10%) SAS
3 8 (38.10%) Business Intelligence
4 7 (33.33%) BusinessObjects
4 7 (33.33%) Informatica
4 7 (33.33%) MicroStrategy
4 7 (33.33%) ERwin
4 7 (33.33%) Data Warehouse
4 7 (33.33%) ETL
4 7 (33.33%) Quality Management
4 7 (33.33%) Teradata
4 7 (33.33%) SQL Server Reporting Services
4 7 (33.33%) Tableau
4 7 (33.33%) Data Quality
4 7 (33.33%) QlikView
4 7 (33.33%) Technical Architecture
4 7 (33.33%) Ab Initio
4 7 (33.33%) SQL Server Integration Services
5 6 (28.57%) Netezza
5 6 (28.57%) Dimensional Modelling
5 6 (28.57%) Hadoop
5 6 (28.57%) SQL Server
6 5 (23.81%) NoSQL

Data Management
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 8 (38.10%) SAS
2 1 (4.76%) ArcGIS
2 1 (4.76%) Exchange Server 2010
2 1 (4.76%) MS Exchange
Applications
1 1 (4.76%) Microsoft Excel
1 1 (4.76%) Microsoft Project
Business Applications
1 1 (4.76%) Oracle EBS
1 1 (4.76%) SAP PM
1 1 (4.76%) SAP S/4HANA
Cloud Services
1 1 (4.76%) Microsoft Azure
Communications & Networking
1 1 (4.76%) DHCP
1 1 (4.76%) DNS
1 1 (4.76%) TCP/IP
1 1 (4.76%) VLAN
Database & Business Intelligence
1 7 (33.33%) BusinessObjects
1 7 (33.33%) Data Warehouse
1 7 (33.33%) QlikView
1 7 (33.33%) SQL Server Integration Services
1 7 (33.33%) SQL Server Reporting Services
2 6 (28.57%) Hadoop
2 6 (28.57%) SQL Server
3 5 (23.81%) NoSQL
4 2 (9.52%) Big Data
4 2 (9.52%) Enterprise Data Warehouse
4 2 (9.52%) Ingres
4 2 (9.52%) Relational Database
4 2 (9.52%) SAS Enterprise Guide
5 1 (4.76%) Base SAS
5 1 (4.76%) Data Mining
5 1 (4.76%) GIS
5 1 (4.76%) Oracle Reports
Development Applications
1 7 (33.33%) ERwin
2 2 (9.52%) Git (software)
General
1 2 (9.52%) Finance
2 1 (4.76%) Legal
2 1 (4.76%) Manufacturing
Job Titles
1 11 (52.38%) Architect
2 7 (33.33%) Data Architect
3 4 (19.05%) Solutions Architect
4 2 (9.52%) Analyst
4 2 (9.52%) Consultant
4 2 (9.52%) Data Analyst
4 2 (9.52%) Teradata Architect
5 1 (4.76%) 3rd Line Network Engineer
5 1 (4.76%) Delivery Manager
5 1 (4.76%) Exchange Engineer
5 1 (4.76%) GIS Consultant
5 1 (4.76%) Infrastructure Delivery Manager
5 1 (4.76%) Infrastructure Manager
5 1 (4.76%) IP Network Engineer
5 1 (4.76%) SAP Analyst
5 1 (4.76%) SAP Data Migration Analyst
5 1 (4.76%) SAS Consultant
5 1 (4.76%) SAS Developer
5 1 (4.76%) Senior Data Analyst
5 1 (4.76%) Software Consultant
Libraries, Frameworks & Software Standards
1 3 (14.29%) XML
2 2 (9.52%) ODBC
3 1 (4.76%) Natural Language Processing
Miscellaneous
1 3 (14.29%) Management Information System
2 2 (9.52%) Analytical Skills
3 1 (4.76%) Algorithms
3 1 (4.76%) Computer Science
3 1 (4.76%) Data Structures
Operating Systems
1 1 (4.76%) Windows
1 1 (4.76%) Windows 7
Processes & Methodologies
1 9 (42.86%) Data Migration
1 9 (42.86%) Data Modelling
1 9 (42.86%) Migration
1 9 (42.86%) TOGAF
2 8 (38.10%) Analytics
2 8 (38.10%) Business Intelligence
2 8 (38.10%) Data Analytics
2 8 (38.10%) Data Architecture
3 7 (33.33%) ETL
3 7 (33.33%) Quality Management
3 7 (33.33%) Technical Architecture
4 6 (28.57%) Dimensional Modelling
5 4 (19.05%) Business Process Modelling
5 4 (19.05%) Microservices
5 4 (19.05%) Open Source
5 4 (19.05%) Service Design
5 4 (19.05%) SOA
6 3 (14.29%) Data Strategy
6 3 (14.29%) Infrastructure Management
6 3 (14.29%) Translating Business Requirements
Programming Languages
1 3 (14.29%) SQL
2 2 (9.52%) C#
3 1 (4.76%) Python
3 1 (4.76%) R
Qualifications
1 3 (14.29%) Degree
2 2 (9.52%) Security Cleared
3 1 (4.76%) MCITP
3 1 (4.76%) MCSE
3 1 (4.76%) Microsoft Certification
3 1 (4.76%) PhD
Quality Assurance & Compliance
1 7 (33.33%) Data Quality
2 1 (4.76%) ISO 13485
2 1 (4.76%) SLA
Vendors
1 10 (47.62%) Oracle
2 7 (33.33%) Ab Initio
2 7 (33.33%) Informatica
2 7 (33.33%) MicroStrategy
2 7 (33.33%) Tableau
2 7 (33.33%) Teradata
3 6 (28.57%) Netezza
4 4 (19.05%) Microsoft
5 2 (9.52%) SAP