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 27 March 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.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Buckinghamshire / Milton Keynes
Rank 64 53 53
Rank change year-on-year -11 0  
Contract jobs citing ETL 5 17 20
As % of all contract IT jobs advertised in Milton Keynes 0.68% 2.26% 2.38%
As % of the Processes & Methodologies category 0.80% 2.63% 3.00%
Number of daily rates quoted 4 10 6
Median daily rate £430 £379 £356
Median daily rate % change year-on-year +13.53% +6.31%  
90% offered a daily rate of more than £359 £284 £305
10% offered a daily rate of more than £468 £535 £500
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 - £40.00

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 624 646 666
As % of all contract IT job vacancies advertised in Milton Keynes 84.67% 85.90% 79.38%
Number of daily rates quoted 342 366 344
Median daily rate £415 £410 £366
Median daily rate % change year-on-year +1.21% +11.94%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 11 7 7
Median hourly rate £14.00 £15.00 £40.00
Median hourly rate % change year-on-year -6.66% -62.50%  
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

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 Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing ETL in Milton Keynes over the 3 months to 27 March 2017.

Contractor daily rate histogram for ETL in Milton Keynes

ETL
Contractor Hourly Rate Trend in Milton Keynes

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

Contractor hourly rate trend for ETL in Milton Keynes

ETL
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 27 March 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 12 (50.00%) Data Warehouse
1 12 (50.00%) Data Modelling
2 11 (45.83%) Oracle
3 9 (37.50%) Analytical Skills
4 8 (33.33%) SQL
4 8 (33.33%) Finance
5 7 (29.17%) Business Intelligence
5 7 (29.17%) SQL Server
6 6 (25.00%) SQL Server Integration Services
7 5 (20.83%) Retail
7 5 (20.83%) Data Analysis
7 5 (20.83%) Java
7 5 (20.83%) Star Schema
7 5 (20.83%) Apache Spark
7 5 (20.83%) Impala
7 5 (20.83%) Hadoop
7 5 (20.83%) Apache Hive
7 5 (20.83%) Big Data
8 4 (16.67%) SAP Data Services
8 4 (16.67%) MapReduce
8 4 (16.67%) Cloudera
8 4 (16.67%) Test Scripting
8 4 (16.67%) SC Cleared
8 4 (16.67%) Security Cleared
8 4 (16.67%) Data Architecture
8 4 (16.67%) Hyperion Planning
8 4 (16.67%) ETL Development
8 4 (16.67%) Relational Database
8 4 (16.67%) Budgeting and Forecasting
8 4 (16.67%) Business Forecasting

ETL
Top Related 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 (20.83%) Apache Spark
2 2 (8.33%) Apache Pig
3 1 (4.17%) WebSphere
Applications
1 2 (8.33%) MS Excel
Business Applications
1 4 (16.67%) Hyperion Planning
1 4 (16.67%) Oracle Applications
2 1 (4.17%) Oracle ERP
Cloud Services
1 2 (8.33%) Microsoft Azure
2 1 (4.17%) Amazon AWS
Database & Business Intelligence
1 12 (50.00%) Data Warehouse
2 7 (29.17%) SQL Server
3 6 (25.00%) SQL Server Integration Services
4 5 (20.83%) Apache Hive
4 5 (20.83%) Big Data
4 5 (20.83%) Hadoop
4 5 (20.83%) Impala
4 5 (20.83%) Star Schema
5 4 (16.67%) Essbase
5 4 (16.67%) Relational Database
5 4 (16.67%) SAP Data Services
6 3 (12.50%) Enterprise Data Warehouse
6 3 (12.50%) SQL Server 2016
6 3 (12.50%) SQL Server Analysis Services
6 3 (12.50%) SQL Server Reporting Services
7 2 (8.33%) HBase
7 2 (8.33%) MongoDB
7 2 (8.33%) SQL Server 2012
7 2 (8.33%) Sqoop
7 2 (8.33%) SSDT
Development Applications
1 3 (12.50%) Oracle Forms
1 3 (12.50%) Talend Open Studio
2 2 (8.33%) Visual Studio
3 1 (4.17%) LoadRunner
General
1 8 (33.33%) Finance
2 5 (20.83%) Retail
3 2 (8.33%) Banking
Job Titles
1 11 (45.83%) Developer
2 8 (33.33%) Architect
3 5 (20.83%) SQL Developer
4 4 (16.67%) Big Data Developer
4 4 (16.67%) Hyperion Architect
4 4 (16.67%) Informatica Developer
4 4 (16.67%) PL/SQL Developer
5 3 (12.50%) ETL Developer
5 3 (12.50%) Hadoop Developer
5 3 (12.50%) SAP Developer
6 2 (8.33%) Data Architect
6 2 (8.33%) Data Modeller
6 2 (8.33%) Data Warehouse Architect
6 2 (8.33%) Solutions Architect
7 1 (4.17%) Analyst
7 1 (4.17%) Data Analyst
7 1 (4.17%) Integration Architect
7 1 (4.17%) Junior
7 1 (4.17%) Performance Tester
7 1 (4.17%) Tester
Libraries, Frameworks & Software Standards
1 2 (8.33%) Middleware
1 2 (8.33%) SOAP
1 2 (8.33%) Spark Streaming
Miscellaneous
1 9 (37.50%) Analytical Skills
2 4 (16.67%) Management Information System
3 1 (4.17%) DataPower
Processes & Methodologies
1 12 (50.00%) Data Modelling
2 7 (29.17%) Business Intelligence
3 5 (20.83%) Data Analysis
4 4 (16.67%) Agile Software Development
4 4 (16.67%) Budgeting and Forecasting
4 4 (16.67%) Business Forecasting
4 4 (16.67%) Data Architecture
4 4 (16.67%) ETL Development
4 4 (16.67%) MapReduce
4 4 (16.67%) Test Scripting
5 2 (8.33%) Continuous Integration
5 2 (8.33%) Data Governance
5 2 (8.33%) Data Lineage
6 1 (4.17%) CRM
6 1 (4.17%) Data Reconciliation
6 1 (4.17%) ERP
6 1 (4.17%) Migration
6 1 (4.17%) Performance Testing
6 1 (4.17%) Scrum
6 1 (4.17%) TOGAF
Programming Languages
1 8 (33.33%) SQL
2 5 (20.83%) Java
3 4 (16.67%) PL/SQL
4 2 (8.33%) Perl
4 2 (8.33%) Python
4 2 (8.33%) Scala
Qualifications
1 4 (16.67%) SC Cleared
1 4 (16.67%) Security Cleared
2 3 (12.50%) DV Cleared
3 1 (4.17%) Degree
Quality Assurance & Compliance
1 4 (16.67%) QA
2 2 (8.33%) Data Quality
System Software
1 2 (8.33%) Apache Flume
1 2 (8.33%) HDFS
Systems Management
1 2 (8.33%) Hadoop YARN
Vendors
1 11 (45.83%) Oracle
2 4 (16.67%) Cloudera
2 4 (16.67%) Hyperion
2 4 (16.67%) Informatica
2 4 (16.67%) SAP
3 3 (12.50%) Microsoft
3 3 (12.50%) Talend
4 2 (8.33%) IBM
5 1 (4.17%) TIBCO