Period
to 22 July 2019

The following table provides summary statistics for contract job vacancies advertised in Reading 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 July 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
Berkshire > Reading
6 months to
22 Jul 2019
Same period 2018 Same period 2017
Rank 95 93 -
Rank change year-on-year -2 - +110
Contract jobs citing Data Transformation 4 3 0
As % of all contract IT jobs advertised in Reading 0.29% 0.20% -
As % of the Processes & Methodologies category 0.33% 0.24% -
Number of daily rates quoted 5 3 0
Reading median daily rate £550 £425 -
Median daily rate % change year-on-year +29.41% - -
Berkshire median daily rate £550 £425 £475
% change year-on-year +29.41% -10.53% -7.32%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate - - -

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,206 1,275 1,029
As % of all contract IT jobs advertised in Reading 86.70% 86.79% 81.28%
Number of daily rates quoted 705 752 533
Reading median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £306 £260 £237
90th Percentile £638 £602 £575
Berkshire median daily rate £450 £425 £425
% change year-on-year +5.88% - +4.94%
Number of hourly rates quoted 50 27 53
Reading median hourly rate £47.50 £22.00 £17.50
Median hourly rate % change year-on-year +115.91% +25.71% -17.96%
10th Percentile £16.25 £13.50 £11.25
90th Percentile £83.75 £52.50 £57.50
Berkshire median hourly rate £24.50 £22.00 £15.00
% change year-on-year +11.36% +46.67% -6.25%

Data Transformation
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Transformation in Reading

Data Transformation
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Transformation in Reading

Data Transformation
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Transformation in Reading over the 6 months to 22 July 2019.

Contractor daily rate histogram for Data Transformation in Reading

For the 6 months to 22 July 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 Reading region with a requirement for Data Transformation.

1 3 (75.00%) SQL
1 3 (75.00%) Migration
1 3 (75.00%) Data Migration
2 2 (50.00%) Hadoop
2 2 (50.00%) Data Extraction
2 2 (50.00%) Big Data
2 2 (50.00%) Data Analytics
2 2 (50.00%) Analytics
2 2 (50.00%) Apache Hive
2 2 (50.00%) Data Warehouse
2 2 (50.00%) Teradata
2 2 (50.00%) Informatica
3 1 (25.00%) ABAP
3 1 (25.00%) J2EE
3 1 (25.00%) Oracle
3 1 (25.00%) SQL Server
3 1 (25.00%) SAP
3 1 (25.00%) SOAP
3 1 (25.00%) XML
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Banking
3 1 (25.00%) LSMW
3 1 (25.00%) Data Analysis
3 1 (25.00%) JSON
3 1 (25.00%) jQuery
3 1 (25.00%) User Acceptance Testing
3 1 (25.00%) Mule
3 1 (25.00%) XQuery
3 1 (25.00%) BAPI
3 1 (25.00%) SAP Data Services

Data Transformation
Co-occurring IT Skills in Reading 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 1 (25.00%) Anypoint
1 1 (25.00%) Mule
Database & Business Intelligence
1 2 (50.00%) Apache Hive
1 2 (50.00%) Big Data
1 2 (50.00%) Data Warehouse
1 2 (50.00%) Hadoop
2 1 (25.00%) SAP Data Services
2 1 (25.00%) SQL Server
Development Applications
1 1 (25.00%) LSMW
General
1 1 (25.00%) Banking
Job Titles
1 2 (50.00%) Consultant
1 2 (50.00%) Data Consultant
2 1 (25.00%) Architect
2 1 (25.00%) Data Migration Consultant
2 1 (25.00%) Developer
2 1 (25.00%) Lead Architect
2 1 (25.00%) Lead Developer
2 1 (25.00%) Migration Consultant
2 1 (25.00%) SAP Consultant
2 1 (25.00%) SAP Data Consultant
2 1 (25.00%) SAP Data Migration Consultant
2 1 (25.00%) SAP Migration Consultant
2 1 (25.00%) SAP Technical Consultant
2 1 (25.00%) Senior Architect
2 1 (25.00%) Senior Consultant
2 1 (25.00%) Senior Developer
2 1 (25.00%) Senior SAP Consultant
2 1 (25.00%) Senior SAP Technical Consultant
2 1 (25.00%) Senior Technical Consultant
2 1 (25.00%) Technical Consultant
Libraries, Frameworks & Software Standards
1 1 (25.00%) BAPI
1 1 (25.00%) J2EE
1 1 (25.00%) jQuery
1 1 (25.00%) JSON
1 1 (25.00%) SOAP
1 1 (25.00%) XML
Miscellaneous
1 1 (25.00%) Analytical Skills
Processes & Methodologies
1 3 (75.00%) Data Migration
1 3 (75.00%) Migration
2 2 (50.00%) Analytics
2 2 (50.00%) Data Analytics
2 2 (50.00%) Data Extraction
3 1 (25.00%) Agile Software Development
3 1 (25.00%) API Design
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Conversion
3 1 (25.00%) Data Reconciliation
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Revenue Management
3 1 (25.00%) User Acceptance Testing
Programming Languages
1 3 (75.00%) SQL
2 1 (25.00%) ABAP
2 1 (25.00%) Java
2 1 (25.00%) XQuery
Vendors
1 2 (50.00%) Informatica
1 2 (50.00%) Teradata
2 1 (25.00%) MuleSoft
2 1 (25.00%) Oracle
2 1 (25.00%) SAP