Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation over the 6 months to 17 November 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 Transformation
England > Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 167 209 216
Rank change year-on-year +42 +7 -37
Contract jobs citing Data Transformation 17 6 4
As % of all contract IT jobs advertised in Yorkshire 0.39% 0.11% 0.064%
As % of the Processes & Methodologies category 0.46% 0.13% 0.077%
Number of daily rates quoted 13 6 3
Yorkshire median daily rate £550 £625 £450
Median daily rate % change year-on-year -12.00% +38.89% +12.50%
10th Percentile £334 £366 £410
90th Percentile £700 £781 £492
England median daily rate £475 £455 £450
% change year-on-year +4.40% +1.11% +5.88%
Number of hourly rates quoted 0 0 1
Yorkshire median hourly rate - - £15.00
England median hourly rate £40.50 £140.00 £23.50
% change year-on-year -71.07% +495.74% +2.17%

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 3675 4622 5165
As % of all contract IT jobs advertised in Yorkshire 83.43% 84.14% 83.20%
Number of daily rates quoted 2446 3020 3557
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £533
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 97 130 176
Yorkshire median hourly rate £15.86 £14.81 £14.50
Median hourly rate % change year-on-year +7.11% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £35.40
England median hourly rate £24.00 £24.03 £22.50
% change year-on-year -0.12% +6.80% +18.42%

Data Transformation
Job Vacancy Trend in Yorkshire

Job postings citing Data Transformation as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Transformation in Yorkshire

Data Transformation
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Transformation in Yorkshire

Data Transformation
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Transformation in Yorkshire over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Transformation in Yorkshire

Data Transformation
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Transformation 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 6 months to 17 November 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
West Yorkshire +25 10 £400 -39.62%
South Yorkshire +19 7 £550 -21.43%
Data Transformation
England

For the 6 months to 17 November 2017, 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 7 (41.18%) Unix
1 7 (41.18%) Linux
1 7 (41.18%) Python
1 7 (41.18%) Agile Software Development
1 7 (41.18%) Bash Shell
2 6 (35.29%) Oracle
3 5 (29.41%) SQL Server
3 5 (29.41%) DataStage
3 5 (29.41%) Ansible
4 4 (23.53%) Enterprise Software
4 4 (23.53%) Oracle Database
4 4 (23.53%) Disaster Recovery
4 4 (23.53%) TCP/IP
4 4 (23.53%) Sybase
4 4 (23.53%) DB2
4 4 (23.53%) Perl
4 4 (23.53%) Waterfall
4 4 (23.53%) Security Cleared
4 4 (23.53%) PowerShell
4 4 (23.53%) Big Data
4 4 (23.53%) Data Analysis
4 4 (23.53%) SAN
4 4 (23.53%) Finance
5 3 (17.65%) GitHub
5 3 (17.65%) Splunk
5 3 (17.65%) SIEM
5 3 (17.65%) Regular Expression
5 3 (17.65%) Git (software)
5 3 (17.65%) Capacity Planning
5 3 (17.65%) Windows

Data Transformation
Co-occurring 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:

Cloud Services
1 3 (17.65%) GitHub
Communications & Networking
1 4 (23.53%) SAN
1 4 (23.53%) TCP/IP
Database & Business Intelligence
1 5 (29.41%) DataStage
1 5 (29.41%) SQL Server
2 4 (23.53%) Big Data
2 4 (23.53%) DB2
2 4 (23.53%) Oracle Database
3 2 (11.76%) Crystal Reports
3 2 (11.76%) Data Warehouse
3 2 (11.76%) OLTP
4 1 (5.88%) Apache Hive
4 1 (5.88%) QlikView
4 1 (5.88%) RDBMS
4 1 (5.88%) Relational Database
4 1 (5.88%) SQL Server 2012
Development Applications
1 3 (17.65%) Git (software)
General
1 4 (23.53%) Finance
Job Titles
1 5 (29.41%) Consultant
2 4 (23.53%) Developer
3 3 (17.65%) Splunk Engineer
4 2 (11.76%) Analyst
4 2 (11.76%) Data Analyst
4 2 (11.76%) Data Engineer
4 2 (11.76%) Oracle Developer
4 2 (11.76%) PC Engineer
4 2 (11.76%) Principal Consultant
4 2 (11.76%) Project Manager
5 1 (5.88%) Ab Initio Developer
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) C# Developer
5 1 (5.88%) ETL Developer
5 1 (5.88%) QlikView Specialist
5 1 (5.88%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (17.65%) Regular Expression
2 2 (11.76%) Oracle Fusion
3 1 (5.88%) .NET
3 1 (5.88%) ASP.NET Web API
3 1 (5.88%) ODBC
3 1 (5.88%) WinForms
Miscellaneous
1 4 (23.53%) Enterprise Software
2 3 (17.65%) Analytical Skills
2 3 (17.65%) Linux Command Line
3 2 (11.76%) Replication
4 1 (5.88%) AS400
4 1 (5.88%) Robotics
Operating Systems
1 7 (41.18%) Linux
1 7 (41.18%) Unix
2 3 (17.65%) Windows
Processes & Methodologies
1 7 (41.18%) Agile Software Development
2 4 (23.53%) Data Analysis
2 4 (23.53%) Disaster Recovery
2 4 (23.53%) Waterfall
3 3 (17.65%) Capacity Planning
3 3 (17.65%) Configuration Management
3 3 (17.65%) Data Integration
3 3 (17.65%) Mentoring
3 3 (17.65%) Security Management
3 3 (17.65%) SIEM
4 2 (11.76%) Business Analysis
4 2 (11.76%) Data Mapping
4 2 (11.76%) E-Commerce
4 2 (11.76%) ETL
4 2 (11.76%) Migration
4 2 (11.76%) Parallel Processing
4 2 (11.76%) Project Management
4 2 (11.76%) Stakeholder Management
5 1 (5.88%) Machine Learning
5 1 (5.88%) Visualisation
Programming Languages
1 7 (41.18%) Bash Shell
1 7 (41.18%) Python
2 4 (23.53%) Perl
2 4 (23.53%) PowerShell
3 3 (17.65%) Java
4 2 (11.76%) SQL
5 1 (5.88%) C
5 1 (5.88%) C#
5 1 (5.88%) T-SQL
Qualifications
1 4 (23.53%) Security Cleared
Systems Management
1 5 (29.41%) Ansible
Vendors
1 6 (35.29%) Oracle
2 4 (23.53%) Sybase
3 3 (17.65%) Splunk
4 2 (11.76%) Siebel
5 1 (5.88%) Ab Initio
5 1 (5.88%) CyberArk
5 1 (5.88%) Microsoft