Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in West 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 22 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
Yorkshire > West Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 149 172 179
Rank change year-on-year +23 +7 -31
Contract jobs citing Data Transformation 10 3 1
As % of all contract IT jobs advertised in West Yorkshire 0.33% 0.083% 0.023%
As % of the Processes & Methodologies category 0.39% 0.097% 0.027%
Number of daily rates quoted 8 3 0
West Yorkshire median daily rate £400 £550 -
Median daily rate % change year-on-year -27.27% - -
Yorkshire median daily rate £550 £550 £450
% change year-on-year - +22.22% +12.50%
Number of hourly rates quoted 0 0 1
West Yorkshire median hourly rate - - £15.00
Yorkshire median hourly rate - - £15.00

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2588 3108 3727
As % of all contract IT jobs advertised in West Yorkshire 84.74% 86.29% 85.09%
Number of daily rates quoted 1781 2039 2565
West Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £268 £263
90th Percentile £545 £550 £538
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 69 63 108
West Yorkshire median hourly rate £16.00 £14.50 £15.00
Median hourly rate % change year-on-year +10.34% -3.33% +3.45%
10th Percentile £9.25 £10.20 £9.25
90th Percentile £40.00 £30.50 £40.75
Yorkshire median hourly rate £16.00 £14.81 £14.50
% change year-on-year +8.05% +2.12% -

Data Transformation
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Transformation in West Yorkshire

Data Transformation
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Transformation in West Yorkshire

Data Transformation
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Transformation in West Yorkshire over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Transformation in West Yorkshire

Data Transformation
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Transformation in West Yorkshire

Data Transformation
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 22 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
Leeds +14 8 £525 -4.55% 1
Data Transformation
Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Data Transformation.

1 4 (40.00%) Data Analysis
2 3 (30.00%) Git (software)
2 3 (30.00%) Bash Shell
2 3 (30.00%) Capacity Planning
2 3 (30.00%) Splunk
2 3 (30.00%) SIEM
2 3 (30.00%) Regular Expression
2 3 (30.00%) Big Data
2 3 (30.00%) GitHub
2 3 (30.00%) Mentoring
2 3 (30.00%) Analytical Skills
2 3 (30.00%) Data Integration
2 3 (30.00%) Security Cleared
2 3 (30.00%) Linux Command Line
2 3 (30.00%) Java
2 3 (30.00%) Unix
2 3 (30.00%) Windows
2 3 (30.00%) Linux
2 3 (30.00%) Python
2 3 (30.00%) Configuration Management
2 3 (30.00%) Security Management
3 2 (20.00%) OLTP
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Project Management
3 2 (20.00%) Finance
3 2 (20.00%) Migration
3 2 (20.00%) Stakeholder Management
3 2 (20.00%) Replication
3 2 (20.00%) Siebel
3 2 (20.00%) Data Warehouse

Data Transformation
Co-occurring IT Skills in West 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 (30.00%) GitHub
Database & Business Intelligence
1 3 (30.00%) Big Data
2 2 (20.00%) Crystal Reports
2 2 (20.00%) Data Warehouse
2 2 (20.00%) OLTP
3 1 (10.00%) SQL Server
3 1 (10.00%) SQL Server 2012
Development Applications
1 3 (30.00%) Git (software)
General
1 2 (20.00%) Finance
Job Titles
1 3 (30.00%) Developer
1 3 (30.00%) Splunk Engineer
2 2 (20.00%) Analyst
2 2 (20.00%) Data Analyst
2 2 (20.00%) Data Engineer
2 2 (20.00%) Oracle Developer
2 2 (20.00%) PC Engineer
2 2 (20.00%) Project Manager
3 1 (10.00%) C# Developer
3 1 (10.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (30.00%) Regular Expression
2 2 (20.00%) Oracle Fusion
3 1 (10.00%) .NET
3 1 (10.00%) ASP.NET Web API
3 1 (10.00%) WinForms
Miscellaneous
1 3 (30.00%) Analytical Skills
1 3 (30.00%) Linux Command Line
2 2 (20.00%) Replication
3 1 (10.00%) AS400
Operating Systems
1 3 (30.00%) Linux
1 3 (30.00%) Unix
1 3 (30.00%) Windows
Processes & Methodologies
1 4 (40.00%) Data Analysis
2 3 (30.00%) Capacity Planning
2 3 (30.00%) Configuration Management
2 3 (30.00%) Data Integration
2 3 (30.00%) Mentoring
2 3 (30.00%) Security Management
2 3 (30.00%) SIEM
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Business Analysis
3 2 (20.00%) Data Mapping
3 2 (20.00%) E-Commerce
3 2 (20.00%) Migration
3 2 (20.00%) Parallel Processing
3 2 (20.00%) Project Management
3 2 (20.00%) Stakeholder Management
4 1 (10.00%) ETL
4 1 (10.00%) GAP Analysis
4 1 (10.00%) Unit Testing
Programming Languages
1 3 (30.00%) Bash Shell
1 3 (30.00%) Java
1 3 (30.00%) Python
2 1 (10.00%) C#
2 1 (10.00%) SQL
2 1 (10.00%) T-SQL
Qualifications
1 3 (30.00%) Security Cleared
Vendors
1 3 (30.00%) Splunk
2 2 (20.00%) Oracle
2 2 (20.00%) Siebel