Period
to 15 December 2017

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for ETL Development skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL Development over the 6 months to 15 December 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) Development
Buckinghamshire > Milton Keynes
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 116 90 -
Rank change year-on-year -26 - -
Contract jobs citing ETL Development 4 6 0
As % of all contract IT jobs advertised in Milton Keynes 0.23% 0.48% -
As % of the Processes & Methodologies category 0.27% 0.57% -
Number of daily rates quoted 2 0 0
Milton Keynes median daily rate £419 - -
Buckinghamshire median daily rate £425 £425 -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

ETL Development 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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1484 1060 1547
As % of all contract IT jobs advertised in Milton Keynes 83.94% 85.35% 81.72%
Number of daily rates quoted 771 636 823
Milton Keynes median daily rate £401 £425 £385
Median daily rate % change year-on-year -5.76% +10.39% +10.00%
10th Percentile £263 £230 £260
90th Percentile £530 £563 £500
Buckinghamshire median daily rate £400 £413 £375
% change year-on-year -3.03% +10.00% +7.14%
Number of hourly rates quoted 53 33 43
Milton Keynes median hourly rate £14.50 £14.35 £14.20
Median hourly rate % change year-on-year +1.05% +1.09% +9.19%
10th Percentile £9.00 £9.00 £9.50
90th Percentile £24.80 £38.75 £23.00
Buckinghamshire median hourly rate £17.00 £15.00 £16.20
% change year-on-year +13.33% -7.38% +24.58%

ETL Development
Job Vacancy Trend in Milton Keynes

Job postings citing ETL Development as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for ETL Development in Milton Keynes

ETL Development
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for ETL Development in Milton Keynes

For the 6 months to 15 December 2017, IT contractor jobs citing ETL Development 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 Development.

1 4 (100.00%) ETL
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Unix
2 2 (50.00%) Linux
2 2 (50.00%) Java
2 2 (50.00%) Data Security
2 2 (50.00%) Finance
2 2 (50.00%) Scrum
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Retail
2 2 (50.00%) Apache Hive
2 2 (50.00%) NoSQL
2 2 (50.00%) MapReduce
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Quality
2 2 (50.00%) HBase
2 2 (50.00%) Big Data
2 2 (50.00%) Big Data Analytics
2 2 (50.00%) Cloudera
2 2 (50.00%) Kafka
2 2 (50.00%) Apache Flume
2 2 (50.00%) Data Analytics
2 2 (50.00%) Data Analysis
2 2 (50.00%) SQL Server Integration Services
2 2 (50.00%) Use Case
2 2 (50.00%) SQL Server Analysis Services
2 2 (50.00%) Analytics
2 2 (50.00%) Sqoop
2 2 (50.00%) Impala
2 2 (50.00%) Functional Programming

ETL Development
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 2 (50.00%) Apache Spark
Cloud Services
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 2 (50.00%) Apache Hive
1 2 (50.00%) Big Data
1 2 (50.00%) Cloudera CDH
1 2 (50.00%) Data Lake
1 2 (50.00%) Data Warehouse
1 2 (50.00%) Hadoop
1 2 (50.00%) HBase
1 2 (50.00%) Impala
1 2 (50.00%) NoSQL
1 2 (50.00%) SQL Server Analysis Services
1 2 (50.00%) SQL Server Integration Services
1 2 (50.00%) Sqoop
2 1 (25.00%) OLAP
2 1 (25.00%) OLTP
2 1 (25.00%) SQL Server
2 1 (25.00%) SQL Server 2012
2 1 (25.00%) SQL Server Reporting Services
Development Applications
1 1 (25.00%) Team Foundation Server
General
1 2 (50.00%) Finance
1 2 (50.00%) Retail
Job Titles
1 2 (50.00%) Big Data Engineer
1 2 (50.00%) Business Intelligence Developer
1 2 (50.00%) Data Engineer
1 2 (50.00%) Developer
2 1 (25.00%) Azure Developer
2 1 (25.00%) Business Developer
2 1 (25.00%) SQL BI Developer
2 1 (25.00%) SQL Developer
2 1 (25.00%) SSAS Developer
2 1 (25.00%) SSIS Developer
2 1 (25.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) Kafka
Operating Systems
1 2 (50.00%) Linux
1 2 (50.00%) Unix
Processes & Methodologies
1 4 (100.00%) ETL
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Analytics
2 2 (50.00%) Big Data Analytics
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Data Analysis
2 2 (50.00%) Data Analytics
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Ingestion
2 2 (50.00%) Data Security
2 2 (50.00%) Functional Programming
2 2 (50.00%) MapReduce
2 2 (50.00%) Scrum
2 2 (50.00%) Use Case
3 1 (25.00%) CRM
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) SDLC
Programming Languages
1 2 (50.00%) Java
1 2 (50.00%) Scala
2 1 (25.00%) SQL
2 1 (25.00%) T-SQL
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
System Software
1 2 (50.00%) Apache Flume
Vendors
1 2 (50.00%) Cloudera