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 28 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.

Extract, Transform and Load (ETL)
England / Midlands
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 13 13 21
Rank change year-on-year 0 +8  
Contract jobs citing ETL 7 19 5
As % of all contract IT jobs advertised in the Midlands 5.88% 8.96% 3.27%
As % of the Processes & Methodologies category 6.93% 11.31% 4.17%
Number of daily rates quoted 0 16 1
Median daily rate - £425 £175
Median daily rate % change year-on-year - +142.85%  
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 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 101 168 120
As % of all contract IT job vacancies advertised in the Midlands 84.87% 79.25% 78.43%
Number of daily rates quoted 50 83 50
Median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88%  
90% offered a daily rate of more than £300 £300 £260
10% offered a daily rate of more than £550 £650 £550
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 1 2 1
Median hourly rate £20.00 £17.50 £20.00
Median hourly rate % change year-on-year +14.28% -12.50%  
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

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 28 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 Midlands region with a requirement for ETL.

1 5 (45.45%) C#
1 5 (45.45%) Microsoft
2 4 (36.36%) .NET
2 4 (36.36%) Oracle
2 4 (36.36%) SQL Server
2 4 (36.36%) SAP
2 4 (36.36%) Windows
2 4 (36.36%) Agile Software Development
2 4 (36.36%) SQL Server Integration Services
2 4 (36.36%) Continuous Integration
3 3 (27.27%) Data Migration
3 3 (27.27%) QA
3 3 (27.27%) Microsoft Azure
3 3 (27.27%) SQL Server 2012
3 3 (27.27%) Customer Requirements
3 3 (27.27%) SQL Server Reporting Services
3 3 (27.27%) Migration
3 3 (27.27%) Web Services
3 3 (27.27%) DB2
4 2 (18.18%) PeopleSoft
4 2 (18.18%) SQL
4 2 (18.18%) Linux
4 2 (18.18%) MSMQ
4 2 (18.18%) MQSeries
4 2 (18.18%) MS Excel
4 2 (18.18%) CRM
4 2 (18.18%) SharePoint
4 2 (18.18%) IBM
4 2 (18.18%) Project Management
4 2 (18.18%) Data Modelling

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 2 (18.18%) BizTalk Server
1 2 (18.18%) MQSeries
1 2 (18.18%) Oracle SOA Suite
1 2 (18.18%) SharePoint
2 1 (9.09%) Apache Spark
2 1 (9.09%) CICS
2 1 (9.09%) SAS
Applications
1 2 (18.18%) MS Excel
Business Applications
1 2 (18.18%) Dynamics CRM
2 1 (9.09%) Oracle EBS
2 1 (9.09%) Oracle EBS R12
Cloud Services
1 3 (27.27%) Microsoft Azure
2 1 (9.09%) IaaS
2 1 (9.09%) PaaS
2 1 (9.09%) SaaS
Database & Business Intelligence
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server Integration Services
2 3 (27.27%) DB2
2 3 (27.27%) SQL Server 2012
2 3 (27.27%) SQL Server Reporting Services
3 2 (18.18%) DataStage
3 2 (18.18%) SQL Server 2005
3 2 (18.18%) SQL Server 2008
4 1 (9.09%) Apache Cassandra
4 1 (9.09%) BusinessObjects
4 1 (9.09%) Hadoop
4 1 (9.09%) Microsoft Analysis Services
4 1 (9.09%) MongoDB
4 1 (9.09%) NoSQL
4 1 (9.09%) Oracle Database 11g
4 1 (9.09%) Pentaho
4 1 (9.09%) RDBMS
4 1 (9.09%) SAS Enterprise Guide
4 1 (9.09%) SAS Enterprise Miner
4 1 (9.09%) SQL Server Analysis Services
Development Applications
1 2 (18.18%) MSBuild
1 2 (18.18%) Talend Open Studio
1 2 (18.18%) Team Foundation Server
2 1 (9.09%) ChangeMan
General
1 2 (18.18%) Legal
2 1 (9.09%) Finance
Job Titles
1 4 (36.36%) Developer
2 2 (18.18%) .NET Architect
2 2 (18.18%) .NET Technical Architect
2 2 (18.18%) Architect
2 2 (18.18%) BizTalk Developer
2 2 (18.18%) C# Architect
2 2 (18.18%) Technical Architect
3 1 (9.09%) Azure Engineer
3 1 (9.09%) Consultant
3 1 (9.09%) Data Migration Manager
3 1 (9.09%) Financial Analyst
3 1 (9.09%) Lead Developer
3 1 (9.09%) Migration Manager
3 1 (9.09%) Oracle Analyst
3 1 (9.09%) SAP Data Manager
3 1 (9.09%) SAP Data Migration Manager
3 1 (9.09%) SAP Developer
3 1 (9.09%) SAP Manager
3 1 (9.09%) SAS Administrator
3 1 (9.09%) TIBCO Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) .NET
2 3 (27.27%) Web Services
3 2 (18.18%) MSMQ
3 2 (18.18%) SAML
3 2 (18.18%) WCF
4 1 (9.09%) JSON
4 1 (9.09%) XML
Miscellaneous
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Blog
1 2 (18.18%) User Experience
2 1 (9.09%) IBM Mainframe
2 1 (9.09%) Mainframe
2 1 (9.09%) VSAM
Operating Systems
1 4 (36.36%) Windows
2 2 (18.18%) Linux
Processes & Methodologies
1 4 (36.36%) Agile Software Development
1 4 (36.36%) Continuous Integration
2 3 (27.27%) Customer Requirements
2 3 (27.27%) Data Migration
2 3 (27.27%) Migration
3 2 (18.18%) Business Activity Monitoring
3 2 (18.18%) Data Modelling
3 2 (18.18%) DevOps
3 2 (18.18%) Disaster Recovery
3 2 (18.18%) IT Strategy
3 2 (18.18%) Load Balancing
3 2 (18.18%) Mentoring
3 2 (18.18%) Open Source
3 2 (18.18%) Presales
3 2 (18.18%) Rapid Prototyping
3 2 (18.18%) SOA
3 2 (18.18%) TDD
3 2 (18.18%) User Stories
3 2 (18.18%) Validation
3 2 (18.18%) Web Development
Programming Languages
1 5 (45.45%) C#
2 2 (18.18%) R
2 2 (18.18%) SQL
3 1 (9.09%) C
3 1 (9.09%) COBOL
3 1 (9.09%) Java
3 1 (9.09%) PowerShell
3 1 (9.09%) Python
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 3 (27.27%) QA
System Software
1 2 (18.18%) Hyper-V
1 2 (18.18%) VMware Infrastructure
2 1 (9.09%) Oracle RAC
Vendors
1 5 (45.45%) Microsoft
2 4 (36.36%) Oracle
2 4 (36.36%) SAP
3 2 (18.18%) IBM
3 2 (18.18%) PeopleSoft
3 2 (18.18%) Salesforce.com
3 2 (18.18%) Talend
3 2 (18.18%) VMware
4 1 (9.09%) MuleSoft
4 1 (9.09%) Tableau
4 1 (9.09%) TIBCO