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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 126 148 125
Rank change year-on-year
+22 -23
Contract jobs citing Data Transformation 2 2 2
As % of all contract IT jobs located in Yorkshire 0.083% 0.065% 0.076%
As % of the Processes & Methodologies category 0.10% 0.078% 0.097%
Number of daily rates quoted 2 2 1
Median daily rate £525 £425 £525
Median daily rate % change year-on-year
+23.52% -19.04%
UK excluding London median daily rate £456 £450 £400
% change year-on-year
+1.25% +12.50%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £89.38 - £31.20
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
1967 2577 2063
As % of all contract IT jobs located in Yorkshire 81.42% 83.75% 78.20%
Number of daily rates quoted 1292 1727 1317
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £300 £275 £270
10% offered a daily rate of more than £550 £550 £535
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 64 96 56
Median hourly rate £17.00 £15.50 £16.17
Median hourly rate % change year-on-year
+9.67% -4.14%
90% offered a hourly rate of more than £11.25 £10.61 £10.80
10% offered a hourly rate of more than £32.50 £45.00 £42.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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
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 3 December 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
West Yorkshire - 2 £525 - 1
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in Yorkshire

For the 6 months to 3 December 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 3 (42.86%) Data Modelling
1 3 (42.86%) Hadoop
1 3 (42.86%) Visualisation
2 2 (28.57%) Marketing
2 2 (28.57%) Data Integration
2 2 (28.57%) Data Architecture
2 2 (28.57%) Data Warehouse
2 2 (28.57%) Analytics
2 2 (28.57%) Business Transformation
2 2 (28.57%) Microservices
2 2 (28.57%) Algorithms
2 2 (28.57%) Logical Data Model
2 2 (28.57%) Physical Data Model
2 2 (28.57%) Enterprise Data Warehouse
2 2 (28.57%) Data Lake
2 2 (28.57%) Finance
2 2 (28.57%) SQL
2 2 (28.57%) SQL Server
3 1 (14.29%) Visual Studio
3 1 (14.29%) SAP
3 1 (14.29%) ASP.NET
3 1 (14.29%) CSS
3 1 (14.29%) XML
3 1 (14.29%) XSLT
3 1 (14.29%) MS Excel
3 1 (14.29%) CRM
3 1 (14.29%) T-SQL
3 1 (14.29%) .NET
3 1 (14.29%) C#
3 1 (14.29%) JavaScript

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:

Applications
1 1 (14.29%) MS Excel
Business Applications
1 1 (14.29%) SAP IS-U
Database & Business Intelligence
1 3 (42.86%) Hadoop
2 2 (28.57%) Data Lake
2 2 (28.57%) Data Warehouse
2 2 (28.57%) Enterprise Data Warehouse
2 2 (28.57%) SQL Server
3 1 (14.29%) Big Data
3 1 (14.29%) IBM InfoSphere
3 1 (14.29%) MongoDB
3 1 (14.29%) NoSQL
3 1 (14.29%) Qlik Sense
3 1 (14.29%) QlikView
3 1 (14.29%) SQL Server 2008
3 1 (14.29%) SQL Server 2012
3 1 (14.29%) SQL Server Integration Services
Development Applications
1 1 (14.29%) Visual Studio
General
1 2 (28.57%) Finance
1 2 (28.57%) Marketing
2 1 (14.29%) Billing
Job Titles
1 3 (42.86%) Architect
2 2 (28.57%) Consultant
2 2 (28.57%) Data Architect
2 2 (28.57%) Data Warehouse Architect
2 2 (28.57%) Developer
2 2 (28.57%) Enterprise Architect
2 2 (28.57%) Enterprise Data Architect
3 1 (14.29%) .NET Developer
3 1 (14.29%) Data Consultant
3 1 (14.29%) Data Governance Consultant
3 1 (14.29%) Functional Consultant
3 1 (14.29%) Governance Consultant
3 1 (14.29%) SAP Consultant
3 1 (14.29%) SAP Functional Consultant
3 1 (14.29%) SAP ISU Consultant
3 1 (14.29%) Security Architect
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) Ajax
1 1 (14.29%) ASP.NET
1 1 (14.29%) CSS
1 1 (14.29%) jQuery
1 1 (14.29%) XML
1 1 (14.29%) XSLT
Miscellaneous
1 3 (42.86%) Visualisation
2 2 (28.57%) Algorithms
2 2 (28.57%) Data Integration
3 1 (14.29%) Analytical Skills
3 1 (14.29%) Data Structures
3 1 (14.29%) Management Information System
Processes & Methodologies
1 3 (42.86%) Data Modelling
2 2 (28.57%) Analytics
2 2 (28.57%) Business Transformation
2 2 (28.57%) Data Architecture
2 2 (28.57%) Logical Data Model
2 2 (28.57%) Microservices
2 2 (28.57%) Physical Data Model
3 1 (14.29%) Agile Software Development
3 1 (14.29%) Business Intelligence
3 1 (14.29%) CRM
3 1 (14.29%) Dashboard Development
3 1 (14.29%) Data Governance
3 1 (14.29%) Data Management
3 1 (14.29%) Data Visualisation
3 1 (14.29%) ETL
3 1 (14.29%) Information Management
3 1 (14.29%) Performance Tuning
3 1 (14.29%) Project Management
3 1 (14.29%) SDLC
Programming Languages
1 2 (28.57%) SQL
2 1 (14.29%) C#
2 1 (14.29%) JavaScript
2 1 (14.29%) T-SQL
2 1 (14.29%) XPath
2 1 (14.29%) XQuery
Qualifications
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 1 (14.29%) SAP