The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 26 August 2016 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
26 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 147 148 118
Rank change year-on-year
+1 -30
Contract jobs citing Data Transformation 4 2 4
As % of all contract IT jobs located in Yorkshire 0.14% 0.063% 0.17%
As % of the Processes & Methodologies category 0.16% 0.078% 0.22%
Number of daily rates quoted 4 1 4
Median daily rate £700 £486 £400
Median daily rate % change year-on-year
+44.18% +21.37%
UK excluding London median daily rate £400 £391 £375
% change year-on-year
+2.23% +4.33%
Number of hourly rates quoted 0 1 0
Median hourly rate - £15.00 -
UK excluding London median hourly rate - £23.50 £15.00
% change year-on-year
- +56.66%
Data Transformation
England

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

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2433 2563 1840
As % of all contract IT jobs located in Yorkshire 83.07% 80.60% 77.25%
Number of daily rates quoted 1604 1792 1147
Median daily rate £420 £375 £350
Median daily rate % change year-on-year
+12.00% +7.14%
90% offered a daily rate of more than £300 £275 £225
10% offered a daily rate of more than £550 £525 £485
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 57 77 56
Median hourly rate £14.50 £17.00 £15.39
Median hourly rate % change year-on-year
-14.70% +10.49%
90% offered a hourly rate of more than £12.25 £10.50 £10.00
10% offered a hourly rate of more than £31.50 £40.00 £33.40
UK excluding London median hourly rate £30.00 £33.00 £25.75
% change year-on-year
-9.09% +28.15%

Data Transformation
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Data Transformation as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in Yorkshire

Data Transformation
Daily Rate Trend in Yorkshire

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

Data Transformation Daily Rate Trend in Yorkshire

Data Transformation
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the Yorkshire region over the 3 months to 26 August 2016.

Data Transformation Daily Rate Histogram in Yorkshire

Data Transformation
Hourly Rate Trend in Yorkshire

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

Data Transformation Hourly Rate Trend in Yorkshire

Data Transformation
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the Yorkshire region over the 3 months to 26 August 2016. 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
(Click see detailed
statistics and trends)
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 Yorkshire - 2 £700 -
West Yorkshire +8 1 £775 -
North Yorkshire +1 1 £288 -40.78%
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in Yorkshire

For the 6 months to 26 August 2016, IT contractor jobs citing Data Transformation 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 Yorkshire region with a requirement for Data Transformation.

1 19 (86.36%) SQL
2 17 (77.27%) Hadoop
3 15 (68.18%) Visualisation
3 15 (68.18%) Data Integration
3 15 (68.18%) Data Architecture
3 15 (68.18%) Enterprise Data Warehouse
3 15 (68.18%) Data Warehouse
3 15 (68.18%) SAS
3 15 (68.18%) Business Intelligence
3 15 (68.18%) Data Modelling
4 14 (63.64%) Finance
4 14 (63.64%) MongoDB
5 13 (59.09%) Data Visualisation
5 13 (59.09%) Tableau
5 13 (59.09%) HBase
5 13 (59.09%) Analytical Skills
5 13 (59.09%) Algorithms
5 13 (59.09%) Logical Data Model
5 13 (59.09%) Physical Data Model
5 13 (59.09%) Open Source
5 13 (59.09%) Pentaho
5 13 (59.09%) Apache Hive
5 13 (59.09%) PostgreSQL
5 13 (59.09%) BusinessObjects
5 13 (59.09%) CA
5 13 (59.09%) Informatica
5 13 (59.09%) Shell Script
5 13 (59.09%) ERwin
5 13 (59.09%) Unix
5 13 (59.09%) Oracle

Data Transformation
Top Related IT Skills in Yorkshire 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 15 (68.18%) SAS
Applications
1 1 (4.55%) MS Excel
Database & Business Intelligence
1 17 (77.27%) Hadoop
2 15 (68.18%) Data Warehouse
2 15 (68.18%) Enterprise Data Warehouse
3 14 (63.64%) MongoDB
4 13 (59.09%) Apache Hive
4 13 (59.09%) BusinessObjects
4 13 (59.09%) HBase
4 13 (59.09%) Pentaho
4 13 (59.09%) PostgreSQL
5 4 (18.18%) SQL Server
6 3 (13.64%) Big Data
7 2 (9.09%) Data Lake
7 2 (9.09%) SQL Server 2008
7 2 (9.09%) SQL Server 2012
7 2 (9.09%) SQL Server Integration Services
8 1 (4.55%) Base SAS
8 1 (4.55%) DB2
8 1 (4.55%) SAS Enterprise Guide
8 1 (4.55%) SQL Server Analysis Services
8 1 (4.55%) SQL Server Reporting Services
Development Applications
1 13 (59.09%) ERwin
2 1 (4.55%) Visual Studio
General
1 14 (63.64%) Finance
2 4 (18.18%) Banking
3 1 (4.55%) Retail
3 1 (4.55%) Retail Banking
Job Titles
1 15 (68.18%) Architect
2 13 (59.09%) Enterprise Architect
3 11 (50.00%) Data Architect
3 11 (50.00%) Enterprise Data Architect
4 5 (22.73%) Data Warehouse Architect
5 3 (13.64%) Developer
5 3 (13.64%) Senior Architect
5 3 (13.64%) Senior Enterprise Architect
6 2 (9.09%) Big Data Architect
6 2 (9.09%) Senior Data Architect
6 2 (9.09%) SQL Developer
7 1 (4.55%) .NET Developer
7 1 (4.55%) Analyst
7 1 (4.55%) Data Analyst
7 1 (4.55%) DBA
7 1 (4.55%) Digital Director
7 1 (4.55%) SQL BI Developer
7 1 (4.55%) SQL DBA
7 1 (4.55%) SQL Server DBA
7 1 (4.55%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) ASP.NET
1 2 (9.09%) CSS
1 2 (9.09%) XML
2 1 (4.55%) Ajax
2 1 (4.55%) ASP.NET MVC
2 1 (4.55%) HTML
2 1 (4.55%) jQuery
2 1 (4.55%) JSON
2 1 (4.55%) XSLT
Miscellaneous
1 15 (68.18%) Data Integration
1 15 (68.18%) Visualisation
2 13 (59.09%) Algorithms
2 13 (59.09%) Analytical Skills
3 7 (31.82%) Management Information System
4 1 (4.55%) Clustering
4 1 (4.55%) Reference Data
4 1 (4.55%) Replication
Operating Systems
1 13 (59.09%) Unix
2 1 (4.55%) AIX
2 1 (4.55%) Windows
2 1 (4.55%) Windows Server
Processes & Methodologies
1 15 (68.18%) Business Intelligence
1 15 (68.18%) Data Architecture
1 15 (68.18%) Data Modelling
2 13 (59.09%) Data Visualisation
2 13 (59.09%) Logical Data Model
2 13 (59.09%) Open Source
2 13 (59.09%) Physical Data Model
3 8 (36.36%) Data Management
4 7 (31.82%) Agile Software Development
4 7 (31.82%) Information Management
4 7 (31.82%) SFIA
5 3 (13.64%) Analytics
5 3 (13.64%) Enterprise Architecture
5 3 (13.64%) Technical Architecture
6 2 (9.09%) Business Transformation
6 2 (9.09%) ETL
6 2 (9.09%) Microservices
6 2 (9.09%) Service Delivery
7 1 (4.55%) E-Commerce
7 1 (4.55%) Master Data Management
Programming Languages
1 19 (86.36%) SQL
2 13 (59.09%) Shell Script
3 7 (31.82%) JavaScript
4 6 (27.27%) C++
4 6 (27.27%) Python
5 2 (9.09%) C#
5 2 (9.09%) T-SQL
6 1 (4.55%) XPath
6 1 (4.55%) XQuery
Qualifications
1 3 (13.64%) BPSS Clearance
2 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 2 (9.09%) Data Quality
Vendors
1 13 (59.09%) CA
1 13 (59.09%) Informatica
1 13 (59.09%) Oracle
1 13 (59.09%) Tableau
2 2 (9.09%) Microsoft
3 1 (4.55%) DataFlux
3 1 (4.55%) Teradata