The following table provides summary statistics for contract job vacancies advertised in Liverpool 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 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)
Merseyside / Liverpool
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 38 31 21
Rank change year-on-year -7 -10  
Contract jobs citing ETL 2 8 11
As % of all contract IT jobs advertised in Liverpool 0.72% 3.13% 4.21%
As % of the Processes & Methodologies category 0.92% 3.88% 5.56%
Number of daily rates quoted 2 7 6
Median daily rate £425 £400 £410
Median daily rate % change year-on-year +6.25% -2.43%  
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 Liverpool with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Liverpool
Contract job vacancies with a requirement for process and methodology skills 218 206 198
As % of all contract IT job vacancies advertised in Liverpool 78.42% 80.47% 75.86%
Number of daily rates quoted 144 130 115
Median daily rate £425 £400 £490
Median daily rate % change year-on-year +6.25% -18.36%  
90% offered a daily rate of more than £313 £275 £265
10% offered a daily rate of more than £550 £550 £700
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 1 2 1
Median hourly rate £13.50 £18.80 £51.67
Median hourly rate % change year-on-year -28.19% -63.61%  
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

ETL
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool 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 Liverpool

ETL
Contractor Daily Rate Trend in Liverpool

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

Contractor daily rate trend for ETL in Liverpool

For the 6 months to 28 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 Liverpool region with a requirement for ETL.

1 5 (83.33%) Business Intelligence
2 4 (66.67%) SQL Server
2 4 (66.67%) Data Warehouse
3 3 (50.00%) SQL
3 3 (50.00%) Microsoft
3 3 (50.00%) SQL Server Integration Services
4 2 (33.33%) Data Transformation
4 2 (33.33%) SQL Server Analysis Services
4 2 (33.33%) SQL Server 2014
4 2 (33.33%) Retail
4 2 (33.33%) SQL Server Reporting Services
4 2 (33.33%) Oracle BI EE
4 2 (33.33%) Oracle
4 2 (33.33%) Data Modelling
5 1 (16.67%) SAS
5 1 (16.67%) SAP
5 1 (16.67%) Oracle Reports
5 1 (16.67%) CRM
5 1 (16.67%) Finance
5 1 (16.67%) Migration
5 1 (16.67%) Teradata
5 1 (16.67%) Banking
5 1 (16.67%) Data Cleansing
5 1 (16.67%) Data Architecture
5 1 (16.67%) Hadoop
5 1 (16.67%) Apache Hive
5 1 (16.67%) High Availability
5 1 (16.67%) Data Governance
5 1 (16.67%) Data Quality
5 1 (16.67%) Big Data

ETL
Co-occurring IT Skills in Liverpool 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 (16.67%) Apache Spark
1 1 (16.67%) SAS
Database & Business Intelligence
1 4 (66.67%) Data Warehouse
1 4 (66.67%) SQL Server
2 3 (50.00%) SQL Server Integration Services
3 2 (33.33%) Oracle BI EE
3 2 (33.33%) SQL Server 2014
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) Apache Hive
4 1 (16.67%) Big Data
4 1 (16.67%) Hadoop
4 1 (16.67%) Oracle Database
4 1 (16.67%) Oracle Database 12c
4 1 (16.67%) Oracle Reports
4 1 (16.67%) QlikView
4 1 (16.67%) SQL Server 2005
4 1 (16.67%) SQL Server 2012
4 1 (16.67%) SQL Server 2016
General
1 2 (33.33%) Retail
2 1 (16.67%) Banking
2 1 (16.67%) Finance
2 1 (16.67%) Marketing
Job Titles
1 4 (66.67%) Developer
2 3 (50.00%) Business Intelligence Developer
3 2 (33.33%) Microsoft BI Developer
3 2 (33.33%) Microsoft Developer
3 2 (33.33%) SSAS Developer
3 2 (33.33%) SSIS Developer
3 2 (33.33%) SSRS Developer
4 1 (16.67%) Applications Developer
4 1 (16.67%) Architect
4 1 (16.67%) Business Developer
4 1 (16.67%) Data Architect
4 1 (16.67%) DBA
4 1 (16.67%) ETL Developer
4 1 (16.67%) OBIEE Developer
4 1 (16.67%) Oracle BI Developer
4 1 (16.67%) Oracle Developer
4 1 (16.67%) QlikView Developer
4 1 (16.67%) Solutions Architect
4 1 (16.67%) SQL DBA
Miscellaneous
1 1 (16.67%) Analytical Skills
Processes & Methodologies
1 5 (83.33%) Business Intelligence
2 2 (33.33%) Data Modelling
2 2 (33.33%) Data Transformation
3 1 (16.67%) Analytics
3 1 (16.67%) Change Data Capture
3 1 (16.67%) Complex ETL
3 1 (16.67%) CRM
3 1 (16.67%) Data Architecture
3 1 (16.67%) Data Cleansing
3 1 (16.67%) Data Governance
3 1 (16.67%) High Availability
3 1 (16.67%) Kimball Methodology
3 1 (16.67%) Logistics
3 1 (16.67%) Migration
3 1 (16.67%) Personalization
3 1 (16.67%) Requirements Analysis
3 1 (16.67%) Scorecard
3 1 (16.67%) Software Engineering
3 1 (16.67%) System Testing
Programming Languages
1 3 (50.00%) SQL
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 3 (50.00%) Microsoft
2 2 (33.33%) Oracle
3 1 (16.67%) SAP
3 1 (16.67%) Teradata