The following table provides summary statistics for contract job vacancies advertised in the Midlands 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 26 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)
England / Midlands
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 11 26 23
Rank change year-on-year +15 -3  
Contract jobs citing ETL 7 6 3
As % of all contract IT jobs advertised in the Midlands 6.67% 3.21% 1.78%
As % of the Processes & Methodologies category 7.29% 4.14% 2.26%
Number of daily rates quoted 1 5 1
Median daily rate £550 £550 £270
Median daily rate % change year-on-year - +103.70%  
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 the Midlands with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Midlands
Contract job vacancies with a requirement for process and methodology skills 96 145 133
As % of all contract IT job vacancies advertised in the Midlands 91.43% 77.54% 78.70%
Number of daily rates quoted 52 99 54
Median daily rate £500 £500 £550
Median daily rate % change year-on-year - -9.09%  
90% offered a daily rate of more than £346 £350 £320
10% offered a daily rate of more than £575 £575 £610
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £125.00 -
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 the Midlands

The job posting trend of jobs advertised in the Midlands 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 the Midlands

ETL
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for ETL in the Midlands

ETL
Contractor Hourly Rate Trend in the Midlands

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

Contractor hourly rate trend for ETL in the Midlands

For the 6 months to 26 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 Midlands region with a requirement for ETL.

1 8 (61.54%) .NET
1 8 (61.54%) Web Services
1 8 (61.54%) Agile Software Development
1 8 (61.54%) QA
2 7 (53.85%) Blog
2 7 (53.85%) Continuous Integration
2 7 (53.85%) TDD
2 7 (53.85%) Web Development
2 7 (53.85%) Legal
2 7 (53.85%) Open Source
2 7 (53.85%) Mentoring
2 7 (53.85%) User Experience
2 7 (53.85%) User Stories
2 7 (53.85%) DevOps
3 6 (46.15%) C#
3 6 (46.15%) Rapid Prototyping
4 3 (23.08%) Data Migration
4 3 (23.08%) Migration
4 3 (23.08%) Oracle
4 3 (23.08%) SQL Server
4 3 (23.08%) Data Modelling
5 2 (15.38%) Windows
5 2 (15.38%) Oracle EBS
5 2 (15.38%) Validation
5 2 (15.38%) IBM
5 2 (15.38%) Microsoft
5 2 (15.38%) DataStage
5 2 (15.38%) Data Cleansing
5 2 (15.38%) Oracle EBS R12
5 2 (15.38%) Finance

ETL
Co-occurring IT Skills in the Midlands 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 (7.69%) CICS
1 1 (7.69%) SAS
Business Applications
1 2 (15.38%) Oracle EBS
1 2 (15.38%) Oracle EBS R12
Database & Business Intelligence
1 3 (23.08%) SQL Server
2 2 (15.38%) DataStage
3 1 (7.69%) DB2
3 1 (7.69%) IBM InfoSphere
3 1 (7.69%) Microsoft Analysis Services
3 1 (7.69%) Oracle Database
3 1 (7.69%) Oracle Database 11g
3 1 (7.69%) Pentaho
3 1 (7.69%) RDBMS
3 1 (7.69%) Relational Database
3 1 (7.69%) SAS EBI
3 1 (7.69%) SAS Enterprise Guide
3 1 (7.69%) SAS Enterprise Miner
3 1 (7.69%) SQL Server 2012
3 1 (7.69%) SQL Server Analysis Services
3 1 (7.69%) SQL Server Integration Services
3 1 (7.69%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) ChangeMan
1 1 (7.69%) Talend Open Studio
General
1 7 (53.85%) Legal
2 2 (15.38%) Finance
Job Titles
1 5 (38.46%) Architect
2 4 (30.77%) .NET Architect
2 4 (30.77%) .NET Technical Architect
2 4 (30.77%) C# Architect
2 4 (30.77%) Technical Architect
3 3 (23.08%) Developer
3 3 (23.08%) Lead Developer
4 2 (15.38%) .NET Developer
4 2 (15.38%) Analyst
4 2 (15.38%) C# .NET Developer
4 2 (15.38%) C# Developer
4 2 (15.38%) Data Analyst
4 2 (15.38%) Financial Analyst
4 2 (15.38%) Lead .NET Developer
4 2 (15.38%) Lead C# Developer
4 2 (15.38%) Oracle Analyst
4 2 (15.38%) Oracle Financials Analyst
5 1 (7.69%) Data Migration Manager
5 1 (7.69%) Migration Manager
5 1 (7.69%) SAP Data Manager
Libraries, Frameworks & Software Standards
1 8 (61.54%) .NET
1 8 (61.54%) Web Services
Miscellaneous
1 7 (53.85%) Blog
1 7 (53.85%) User Experience
2 1 (7.69%) IBM Mainframe
2 1 (7.69%) Mainframe
2 1 (7.69%) VSAM
Operating Systems
1 2 (15.38%) Windows
2 1 (7.69%) Linux
Processes & Methodologies
1 8 (61.54%) Agile Software Development
2 7 (53.85%) Continuous Integration
2 7 (53.85%) DevOps
2 7 (53.85%) Mentoring
2 7 (53.85%) Open Source
2 7 (53.85%) TDD
2 7 (53.85%) User Stories
2 7 (53.85%) Web Development
3 6 (46.15%) Rapid Prototyping
4 3 (23.08%) Data Migration
4 3 (23.08%) Data Modelling
4 3 (23.08%) Migration
5 2 (15.38%) Data Cleansing
5 2 (15.38%) Logical Data Model
5 2 (15.38%) Physical Data Model
5 2 (15.38%) Validation
6 1 (7.69%) Customer Requirements
6 1 (7.69%) Matrix Organization
6 1 (7.69%) System Integration Testing
6 1 (7.69%) Translating Business Requirements
Programming Languages
1 6 (46.15%) C#
2 1 (7.69%) COBOL
2 1 (7.69%) Java
2 1 (7.69%) R
2 1 (7.69%) SQL
Qualifications
1 1 (7.69%) Degree
Quality Assurance & Compliance
1 8 (61.54%) QA
System Software
1 1 (7.69%) Oracle RAC
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) IBM
2 2 (15.38%) Microsoft
3 1 (7.69%) SAP
3 1 (7.69%) Talend
3 1 (7.69%) TIBCO