Period
to 20 January 2019

The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 20 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.

Extract, Transform and Load (ETL)
Berkshire > Reading
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 82 68 68
Rank change year-on-year -14 0 +23
Contract jobs citing ETL 15 22 24
As % of all contract IT jobs advertised in Reading 1.02% 1.76% 1.70%
As % of the Processes & Methodologies category 1.18% 2.10% 2.08%
Number of daily rates quoted 10 19 15
Reading median daily rate £450 £400 £425
Median daily rate % change year-on-year +12.50% -5.88% -5.56%
10th Percentile £408 £361 £353
90th Percentile £663 £580 £695
Berkshire median daily rate £475 £438 £450
% change year-on-year +8.57% -2.78% +2.86%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate - £56.50 -

ETL 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 1,268 1,046 1,154
As % of all contract IT jobs advertised in Reading 86.38% 83.61% 81.67%
Number of daily rates quoted 696 647 579
Reading median daily rate £450 £401 £401
Median daily rate % change year-on-year +12.36% - +0.13%
10th Percentile £228 £263 £235
90th Percentile £600 £575 £575
Berkshire median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 27 27 41
Reading median hourly rate £45.00 £14.50 £22.50
Median hourly rate % change year-on-year +210.34% -35.56% -27.18%
10th Percentile £18.50 £11.05 £13.00
90th Percentile £63.75 £39.75 £55.00
Berkshire median hourly rate £20.00 £14.50 £18.00
% change year-on-year +37.93% -19.44% -32.08%

ETL
Job Vacancy Trend in Reading

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

Job vacancy trend for ETL in Reading

ETL
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for ETL in Reading

ETL
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing ETL in Reading over the 6 months to 20 January 2019.

Contractor daily rate histogram for ETL in Reading

ETL
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Reading.

Contractor hourly rate trend for ETL in Reading

For the 6 months to 20 January 2019, IT contractor jobs citing ETL 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 ETL.

1 9 (60.00%) Business Intelligence
2 8 (53.33%) SQL
3 6 (40.00%) SQL Server
3 6 (40.00%) SQL Server Integration Services
4 5 (33.33%) SQL Server Reporting Services
4 5 (33.33%) T-SQL
4 5 (33.33%) Finance
5 4 (26.67%) Power BI
5 4 (26.67%) Team Foundation Server
5 4 (26.67%) Kimball Methodology
5 4 (26.67%) Agile Software Development
6 3 (20.00%) Data Analysis
6 3 (20.00%) Release Management
6 3 (20.00%) PerformancePoint
6 3 (20.00%) Oracle
6 3 (20.00%) PL/SQL
6 3 (20.00%) SharePoint
6 3 (20.00%) Data Warehouse
6 3 (20.00%) Data Modelling
6 3 (20.00%) Data Mining
6 3 (20.00%) Scenario Testing
7 2 (13.33%) Data Analytics
7 2 (13.33%) Talend
7 2 (13.33%) Analytics
7 2 (13.33%) Oracle ODI
7 2 (13.33%) Oracle Database 12c
7 2 (13.33%) Oracle Database
7 2 (13.33%) Java
7 2 (13.33%) Microsoft Excel
7 2 (13.33%) Toad

ETL
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 3 (20.00%) SharePoint
2 1 (6.67%) Apache Spark
Applications
1 2 (13.33%) Microsoft Excel
Communications & Networking
1 1 (6.67%) SMS
Database & Business Intelligence
1 6 (40.00%) SQL Server
1 6 (40.00%) SQL Server Integration Services
2 5 (33.33%) SQL Server Reporting Services
3 4 (26.67%) Power BI
4 3 (20.00%) Data Mining
4 3 (20.00%) Data Warehouse
4 3 (20.00%) PerformancePoint
5 2 (13.33%) DataStage
5 2 (13.33%) Hadoop
5 2 (13.33%) Oracle Database
5 2 (13.33%) Oracle Database 12c
5 2 (13.33%) Oracle ODI
5 2 (13.33%) SQL Server Analysis Services
6 1 (6.67%) Apache Hive
6 1 (6.67%) Big Data
6 1 (6.67%) Data Lake
6 1 (6.67%) Enterprise Data Warehouse
6 1 (6.67%) SQL Server 2012
6 1 (6.67%) SQL Server 2014
6 1 (6.67%) SQL Server 2016
Development Applications
1 4 (26.67%) Team Foundation Server
2 2 (13.33%) Toad
General
1 5 (33.33%) Finance
2 1 (6.67%) Publishing
Job Titles
1 9 (60.00%) Developer
2 5 (33.33%) Business Intelligence Developer
2 5 (33.33%) ETL Developer
2 5 (33.33%) SQL BI Developer
2 5 (33.33%) SQL Developer
2 5 (33.33%) SSIS Developer
3 4 (26.67%) SSRS Developer
4 3 (20.00%) Analyst
5 2 (13.33%) Data Analyst
5 2 (13.33%) SQL Server BI Developer
5 2 (13.33%) SQL Server Developer
6 1 (6.67%) Designer
6 1 (6.67%) Developer Analyst
6 1 (6.67%) Developer/Software Engineer
6 1 (6.67%) Enterprise Architect
6 1 (6.67%) Enterprise Data Architect
6 1 (6.67%) Informatica Engineer
6 1 (6.67%) Power BI Developer
6 1 (6.67%) Software Analyst
6 1 (6.67%) Software Programmer
Libraries, Frameworks & Software Standards
1 1 (6.67%) Kafka
Miscellaneous
1 2 (13.33%) Mainframe
Operating Systems
1 2 (13.33%) VME
Processes & Methodologies
1 9 (60.00%) Business Intelligence
2 4 (26.67%) Agile Software Development
2 4 (26.67%) Kimball Methodology
3 3 (20.00%) Data Analysis
3 3 (20.00%) Data Modelling
3 3 (20.00%) Release Management
3 3 (20.00%) Scenario Testing
4 2 (13.33%) Analytics
4 2 (13.33%) Data Analytics
4 2 (13.33%) Data Migration
4 2 (13.33%) Migration
4 2 (13.33%) Regression Testing
5 1 (6.67%) Big Data Analytics
5 1 (6.67%) Change Data Capture
5 1 (6.67%) Data Validation
5 1 (6.67%) Functional Testing
5 1 (6.67%) Machine Learning
5 1 (6.67%) SDLC
5 1 (6.67%) Unit Testing
5 1 (6.67%) User Acceptance Testing
Programming Languages
1 8 (53.33%) SQL
2 5 (33.33%) T-SQL
3 3 (20.00%) PL/SQL
4 2 (13.33%) Java
5 1 (6.67%) Python
5 1 (6.67%) R
5 1 (6.67%) Scala
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
1 1 (6.67%) QA
Vendors
1 3 (20.00%) Oracle
2 2 (13.33%) Ab Initio
2 2 (13.33%) Informatica
2 2 (13.33%) Netezza
2 2 (13.33%) Talend
2 2 (13.33%) Teradata
3 1 (6.67%) Cloudera
3 1 (6.67%) ICL