The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 24 June 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.

Extract, Transform and Load (ETL)
Buckinghamshire / Milton Keynes
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 68 44 49
Rank change year-on-year -24 +5  
Contract jobs citing ETL 5 18 21
As % of all contract IT jobs advertised in Milton Keynes 0.68% 2.72% 2.50%
As % of the Processes & Methodologies category 0.80% 3.25% 3.07%
Number of daily rates quoted 4 8 9
Median daily rate £413 £425 £325
Median daily rate % change year-on-year -2.94% +30.76%  
90% offered a daily rate of more than £383 £366 £314
10% offered a daily rate of more than £443 £456 £388
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £22.50
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Milton Keynes with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Milton Keynes
Contract job vacancies with a requirement for process and methodology skills 626 554 683
As % of all contract IT job vacancies advertised in Milton Keynes 85.05% 83.69% 81.31%
Number of daily rates quoted 303 315 393
Median daily rate £400 £406 £390
Median daily rate % change year-on-year -1.36% +3.98%  
90% offered a daily rate of more than £280 £275 £285
10% offered a daily rate of more than £525 £525 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 11 14 9
Median hourly rate £16.25 £11.25 £22.50
Median hourly rate % change year-on-year +44.44% -50.00%  
90% offered a hourly rate of more than £9.04 £9.00 £12.54
10% offered a hourly rate of more than £18.70 £13.50 £40.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Milton Keynes

ETL
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for ETL in Milton Keynes

ETL
Contractor Hourly Rate Trend in Milton Keynes

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

Contractor hourly rate trend for ETL in Milton Keynes

For the 6 months to 24 June 2017, IT contractor jobs citing ETL 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 Milton Keynes region with a requirement for ETL.

1 6 (60.00%) Agile Software Development
1 6 (60.00%) Hadoop
1 6 (60.00%) Big Data
1 6 (60.00%) HDFS
1 6 (60.00%) Impala
2 5 (50.00%) Sqoop
2 5 (50.00%) Apache Spark
2 5 (50.00%) Hadoop YARN
2 5 (50.00%) Scala
2 5 (50.00%) Apache Flume
2 5 (50.00%) Apache Hive
2 5 (50.00%) MongoDB
2 5 (50.00%) Apache Cassandra
2 5 (50.00%) NoSQL
2 5 (50.00%) MapReduce
2 5 (50.00%) HBase
2 5 (50.00%) Cloudera
2 5 (50.00%) Apache Pig
2 5 (50.00%) Spark Streaming
2 5 (50.00%) Data Architecture
2 5 (50.00%) Finance
2 5 (50.00%) Java
2 5 (50.00%) Perl
2 5 (50.00%) Python
3 4 (40.00%) Business Intelligence
3 4 (40.00%) Continuous Integration
4 2 (20.00%) Talend
4 2 (20.00%) Talend Open Studio
4 2 (20.00%) Retail
4 2 (20.00%) Microsoft

ETL
Co-occurring IT Skills in Milton Keynes 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 5 (50.00%) Apache Pig
1 5 (50.00%) Apache Spark
2 1 (10.00%) Apache
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 6 (60.00%) Big Data
1 6 (60.00%) Hadoop
1 6 (60.00%) Impala
2 5 (50.00%) Apache Cassandra
2 5 (50.00%) Apache Hive
2 5 (50.00%) HBase
2 5 (50.00%) MongoDB
2 5 (50.00%) NoSQL
2 5 (50.00%) Sqoop
3 2 (20.00%) Data Warehouse
3 2 (20.00%) Power BI
3 2 (20.00%) SQL Server
4 1 (10.00%) Oracle BI EE
4 1 (10.00%) SQL Server Analysis Services
4 1 (10.00%) SQL Server Integration Services
4 1 (10.00%) SQL Server Reporting Services
Development Applications
1 2 (20.00%) Talend Open Studio
2 1 (10.00%) Git (software)
2 1 (10.00%) Jenkins
2 1 (10.00%) LoadRunner
General
1 5 (50.00%) Finance
2 2 (20.00%) Retail
3 1 (10.00%) Banking
Job Titles
1 7 (70.00%) Developer
2 4 (40.00%) Big Data Developer
3 2 (20.00%) Java Developer
4 1 (10.00%) Agile Developer
4 1 (10.00%) Agile Java Developer
4 1 (10.00%) Apache Spark Developer
4 1 (10.00%) Big Data Engineer
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Business Intelligence Specialist
4 1 (10.00%) ETL Tester
4 1 (10.00%) Full Stack Developer
4 1 (10.00%) Hadoop Engineer
4 1 (10.00%) LoadRunner Performance Tester
4 1 (10.00%) LoadRunner Tester
4 1 (10.00%) Performance Tester
4 1 (10.00%) Scala Developer
4 1 (10.00%) SQL BI Developer
4 1 (10.00%) SQL Developer
4 1 (10.00%) Talend Developer
4 1 (10.00%) Tester
Libraries, Frameworks & Software Standards
1 5 (50.00%) Spark Streaming
2 1 (10.00%) Kafka
2 1 (10.00%) Middleware
Miscellaneous
1 1 (10.00%) Analytical Skills
Processes & Methodologies
1 6 (60.00%) Agile Software Development
2 5 (50.00%) Data Architecture
2 5 (50.00%) MapReduce
3 4 (40.00%) Business Intelligence
3 4 (40.00%) Continuous Integration
4 1 (10.00%) Analytics
4 1 (10.00%) Big Data Analytics
4 1 (10.00%) Cybersecurity
4 1 (10.00%) Data Analytics
4 1 (10.00%) Data Engineering
4 1 (10.00%) Data Ingestion
4 1 (10.00%) Data Modelling
4 1 (10.00%) ETL Development
4 1 (10.00%) Kimball Methodology
4 1 (10.00%) Machine Learning
4 1 (10.00%) Migration
4 1 (10.00%) Performance Testing
4 1 (10.00%) Scenario Testing
4 1 (10.00%) Scrum
Programming Languages
1 5 (50.00%) Java
1 5 (50.00%) Perl
1 5 (50.00%) Python
1 5 (50.00%) Scala
2 2 (20.00%) SQL
System Software
1 6 (60.00%) HDFS
2 5 (50.00%) Apache Flume
Systems Management
1 5 (50.00%) Hadoop YARN
2 1 (10.00%) Oozie
Vendors
1 5 (50.00%) Cloudera
2 2 (20.00%) Microsoft
2 2 (20.00%) Talend
3 1 (10.00%) Oracle