Period
to 16 January 2019

The following table provides summary statistics for contract job vacancies advertised in Lancashire 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 16 January 2019 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
North West > Lancashire
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 62 49 -
Rank change year-on-year -13 - +78
Contract jobs citing Data Transformation 8 2 0
As % of all contract IT jobs advertised in Lancashire 1.20% 0.45% -
As % of the Processes & Methodologies category 1.40% 0.53% -
Number of daily rates quoted 8 1 0
Lancashire median daily rate £400 £350 -
Median daily rate % change year-on-year +14.29% - -
North West median daily rate £400 £476 £565
% change year-on-year -15.97% -15.75% +18.95%
Number of hourly rates quoted 0 1 0
Lancashire median hourly rate - £53.00 -
North West median hourly rate - £53.00 -

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 Lancashire with a requirement for process or methodology skills.

All Process and Methodology Skills
Lancashire
Contract vacancies with a requirement for process or methodology skills 572 375 502
As % of all contract IT jobs advertised in Lancashire 86.14% 84.27% 88.38%
Number of daily rates quoted 377 234 349
Lancashire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -11.11%
10th Percentile £263 £265 £230
90th Percentile £680 £609 £575
North West median daily rate £413 £403 £400
% change year-on-year +2.61% +0.63% -
Number of hourly rates quoted 55 43 48
Lancashire median hourly rate £38.00 £41.00 £42.00
Median hourly rate % change year-on-year -7.32% -2.38% +13.51%
10th Percentile £14.60 £14.24 £12.55
90th Percentile £45.65 £53.00 £67.45
North West median hourly rate £23.65 £21.78 £21.52
% change year-on-year +8.59% +1.20% -28.62%

Data Transformation
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Data Transformation in Lancashire

Data Transformation
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for Data Transformation in Lancashire

Data Transformation
Contractor Daily Rate Histogram in Lancashire

The daily rate distribution of IT jobs citing Data Transformation in Lancashire over the 6 months to 16 January 2019.

Contractor daily rate histogram for Data Transformation in Lancashire

Data Transformation
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for Data Transformation in Lancashire

Data Transformation
Contract Job Locations in Lancashire

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 Lancashire region over the 6 months to 16 January 2019. 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
Blackburn -9 1 £700 +100.00%
Data Transformation
North West

For the 6 months to 16 January 2019, IT contractor jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Lancashire region with a requirement for Data Transformation.

1 7 (87.50%) Oracle
1 7 (87.50%) ETL
1 7 (87.50%) SQL
1 7 (87.50%) Migration
1 7 (87.50%) Data Migration
2 5 (62.50%) MySQL
2 5 (62.50%) C#
2 5 (62.50%) SQL Server
3 3 (37.50%) Finance
3 3 (37.50%) Manual Testing
3 3 (37.50%) Test Strategy
4 2 (25.00%) User Stories
4 2 (25.00%) Data Extraction
4 2 (25.00%) SQL Server Integration Services
4 2 (25.00%) Selenium
4 2 (25.00%) User Acceptance Testing
4 2 (25.00%) Team Foundation Server
4 2 (25.00%) Test Automation
4 2 (25.00%) Cucumber
4 2 (25.00%) Business Intelligence
4 2 (25.00%) HP UFT
4 2 (25.00%) Scrum
4 2 (25.00%) Agile Software Development
5 1 (12.50%) Software Engineering
5 1 (12.50%) Unix
5 1 (12.50%) Linux
5 1 (12.50%) Microsoft Azure
5 1 (12.50%) Amazon AWS
5 1 (12.50%) Infrastructure Transformation
5 1 (12.50%) Big Data

Data Transformation
Co-occurring IT Skills in Lancashire 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 1 (12.50%) Amazon AWS
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 5 (62.50%) MySQL
1 5 (62.50%) SQL Server
2 2 (25.00%) SQL Server Integration Services
3 1 (12.50%) Big Data
Development Applications
1 2 (25.00%) Cucumber
1 2 (25.00%) HP UFT
1 2 (25.00%) Selenium
1 2 (25.00%) Team Foundation Server
General
1 3 (37.50%) Finance
Job Titles
1 2 (25.00%) Analyst
1 2 (25.00%) Automation Test Lead
1 2 (25.00%) Business Analyst
1 2 (25.00%) Business Intelligence Developer
1 2 (25.00%) Business Intelligence Lead
1 2 (25.00%) C# Developer
1 2 (25.00%) Data Business Analyst
1 2 (25.00%) Data Migration Lead
1 2 (25.00%) Developer
1 2 (25.00%) ETL Developer
1 2 (25.00%) Lead C# Developer
1 2 (25.00%) Lead Developer
1 2 (25.00%) Lead SQL Server Developer
1 2 (25.00%) MySQL Developer
1 2 (25.00%) SQL Analyst
1 2 (25.00%) SQL BI Developer
1 2 (25.00%) SQL Data Analyst
1 2 (25.00%) SQL Server BI Developer
1 2 (25.00%) Technical Business Analyst
1 2 (25.00%) Test Leader
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
Processes & Methodologies
1 7 (87.50%) Data Migration
1 7 (87.50%) ETL
1 7 (87.50%) Migration
2 3 (37.50%) Manual Testing
2 3 (37.50%) Test Strategy
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Data Extraction
3 2 (25.00%) Scrum
3 2 (25.00%) Test Automation
3 2 (25.00%) User Acceptance Testing
3 2 (25.00%) User Stories
4 1 (12.50%) Infrastructure Transformation
4 1 (12.50%) Software Engineering
Programming Languages
1 7 (87.50%) SQL
2 5 (62.50%) C#
Vendors
1 7 (87.50%) Oracle
2 1 (12.50%) Cloudera
2 1 (12.50%) Hortonworks