Period
to 21 November 2017

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 21 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
Berkshire > Reading
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 85 95 106
Rank change year-on-year +10 +11 -
Contract jobs citing Data Transformation 5 2 3
As % of all contract IT jobs advertised in Reading 0.39% 0.14% 0.16%
As % of the Processes & Methodologies category 0.48% 0.17% 0.20%
Number of daily rates quoted 4 1 3
Reading median daily rate £425 £400 £350
Median daily rate % change year-on-year +6.25% +14.29% -
Berkshire median daily rate £425 £438 £375
% change year-on-year -2.86% +16.67% -
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 1051 1176 1485
As % of all contract IT jobs advertised in Reading 82.43% 79.89% 77.55%
Number of daily rates quoted 622 613 921
Reading median daily rate £409 £400 £400
Median daily rate % change year-on-year +2.19% - -
10th Percentile £275 £228 £238
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +5.96%
Number of hourly rates quoted 41 47 82
Reading median hourly rate £14.00 £22.50 £30.90
Median hourly rate % change year-on-year -37.78% -27.18% +81.02%
10th Percentile £10.75 £14.25 £15.03
90th Percentile £35.00 £55.00 £46.62
Berkshire median hourly rate £14.50 £17.75 £30.45
% change year-on-year -18.31% -41.71% +77.45%

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

For the 6 months to 21 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 Reading region with a requirement for Data Transformation.

1 5 (100.00%) Business Analysis
2 4 (80.00%) Stakeholder Management
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Analytical Skills
3 3 (60.00%) Visualisation
3 3 (60.00%) Data Visualisation
3 3 (60.00%) Translating Business Requirements
3 3 (60.00%) Marketing
4 1 (20.00%) Test Management
4 1 (20.00%) Base SAS
4 1 (20.00%) Data Analysis
4 1 (20.00%) Retail
4 1 (20.00%) Quality Management
4 1 (20.00%) EPoS
4 1 (20.00%) Oracle
4 1 (20.00%) Data Warehouse
4 1 (20.00%) SAS
4 1 (20.00%) PMO
4 1 (20.00%) SDLC

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 (20.00%) SAS
Database & Business Intelligence
1 1 (20.00%) Base SAS
1 1 (20.00%) Data Warehouse
General
1 3 (60.00%) Marketing
2 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Analyst
1 4 (80.00%) Business Analyst
2 3 (60.00%) Business Intelligence Analyst
2 3 (60.00%) Business Intelligence Business Analyst
3 1 (20.00%) Business Systems Analyst
3 1 (20.00%) Data Engineer
3 1 (20.00%) Retail Business Analyst
3 1 (20.00%) Senior Data Engineer
Miscellaneous
1 4 (80.00%) Analytical Skills
2 1 (20.00%) EPoS
Processes & Methodologies
1 5 (100.00%) Business Analysis
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Stakeholder Management
3 3 (60.00%) Data Visualisation
3 3 (60.00%) Translating Business Requirements
3 3 (60.00%) Visualisation
4 1 (20.00%) Data Analysis
4 1 (20.00%) Quality Management
4 1 (20.00%) SDLC
4 1 (20.00%) Test Management
Quality Assurance & Compliance
1 1 (20.00%) PMO
Vendors
1 1 (20.00%) Oracle