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 23 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
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Merseyside / Liverpool
Rank 30 27 -
Rank change year-on-year -3 -  
Contract jobs citing ETL 4 9 0
As % of all contract IT jobs advertised in Liverpool 1.55% 3.60% -
As % of the Processes & Methodologies category 1.81% 4.39% -
Number of daily rates quoted 3 8 0
Median daily rate £400 £444 -
Median daily rate % change year-on-year -9.85% -  
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 £63.00 £40.00
% change year-on-year -40.47% +57.50%  

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 221 205 181
As % of all contract IT job vacancies advertised in Liverpool 85.66% 82.00% 80.44%
Number of daily rates quoted 141 161 97
Median daily rate £455 £413 £400
Median daily rate % change year-on-year +10.30% +3.12%  
90% offered a daily rate of more than £300 £300 £240
10% offered a daily rate of more than £600 £500 £675
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 10 1 2
Median hourly rate £13.00 £27.50 £30.96
Median hourly rate % change year-on-year -52.72% -11.16%  
90% offered a hourly rate of more than £11.00 £27.50 £14.39
10% offered a hourly rate of more than £37.50 £27.50 £47.52
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

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

ETL
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing ETL in Liverpool over the 3 months to 23 March 2017.

Contractor daily rate histogram for ETL in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 23 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 Liverpool region with a requirement for ETL.

1 6 (75.00%) SQL Server
1 6 (75.00%) Data Warehouse
1 6 (75.00%) Data Modelling
1 6 (75.00%) Business Intelligence
2 5 (62.50%) SQL
3 4 (50.00%) Oracle
4 3 (37.50%) SQL Server Integration Services
4 3 (37.50%) Data Extraction
4 3 (37.50%) Data Quality
4 3 (37.50%) Analytical Skills
4 3 (37.50%) Oracle Reports
5 2 (25.00%) Kalman Filter
5 2 (25.00%) Dashboard Development
5 2 (25.00%) Analytics
5 2 (25.00%) Visualisation
5 2 (25.00%) REST
5 2 (25.00%) Tableau
5 2 (25.00%) Data Architecture
5 2 (25.00%) Product Management
5 2 (25.00%) Degree
5 2 (25.00%) Dimensional Modelling
5 2 (25.00%) Oracle BI EE
5 2 (25.00%) SQL Server Reporting Services
5 2 (25.00%) Microsoft
5 2 (25.00%) DB2
6 1 (12.50%) Back Office
6 1 (12.50%) Finance
6 1 (12.50%) Migration
6 1 (12.50%) PostgreSQL
6 1 (12.50%) Teradata

ETL
Top Related 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 (12.50%) Apache Spark
1 1 (12.50%) SAS
Database & Business Intelligence
1 6 (75.00%) Data Warehouse
1 6 (75.00%) SQL Server
2 3 (37.50%) Oracle Reports
2 3 (37.50%) SQL Server Integration Services
3 2 (25.00%) DB2
3 2 (25.00%) Oracle BI EE
3 2 (25.00%) SQL Server Reporting Services
4 1 (12.50%) Apache Hive
4 1 (12.50%) Big Data
4 1 (12.50%) Hadoop
4 1 (12.50%) Oracle Database
4 1 (12.50%) Oracle Database 12c
4 1 (12.50%) Pentaho
4 1 (12.50%) PostgreSQL
4 1 (12.50%) QlikView
4 1 (12.50%) SQL Server Analysis Services
4 1 (12.50%) Star Schema
Development Applications
1 1 (12.50%) Talend Open Studio
General
1 1 (12.50%) Back Office
1 1 (12.50%) Banking
1 1 (12.50%) Finance
1 1 (12.50%) Marketing
1 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Business Intelligence Developer
3 2 (25.00%) Architect
3 2 (25.00%) Consultant
3 2 (25.00%) Tableau Consultant
4 1 (12.50%) Applications Developer
4 1 (12.50%) Business Developer
4 1 (12.50%) Business Intelligence Architect
4 1 (12.50%) Data Architect
4 1 (12.50%) Data Warehouse Developer
4 1 (12.50%) Database Developer
4 1 (12.50%) ETL Developer
4 1 (12.50%) Microsoft BI Developer
4 1 (12.50%) Microsoft Developer
4 1 (12.50%) OBIEE Developer
4 1 (12.50%) Oracle BI Developer
4 1 (12.50%) Oracle Developer
4 1 (12.50%) QlikView Developer
4 1 (12.50%) Solutions Architect
4 1 (12.50%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) REST
Miscellaneous
1 3 (37.50%) Analytical Skills
2 1 (12.50%) Data Structures
Processes & Methodologies
1 6 (75.00%) Business Intelligence
1 6 (75.00%) Data Modelling
2 3 (37.50%) Data Extraction
3 2 (25.00%) Analytics
3 2 (25.00%) Dashboard Development
3 2 (25.00%) Data Architecture
3 2 (25.00%) Dimensional Modelling
3 2 (25.00%) Kalman Filter
3 2 (25.00%) Product Management
3 2 (25.00%) Visualisation
4 1 (12.50%) Business Analytics
4 1 (12.50%) Change Data Capture
4 1 (12.50%) Data Governance
4 1 (12.50%) Data Transformation
4 1 (12.50%) Kimball Methodology
4 1 (12.50%) Logical Data Model
4 1 (12.50%) Personalization
4 1 (12.50%) Physical Data Model
4 1 (12.50%) Process Improvement
4 1 (12.50%) Scorecard
Programming Languages
1 5 (62.50%) SQL
Qualifications
1 2 (25.00%) Degree
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
Vendors
1 4 (50.00%) Oracle
2 2 (25.00%) Microsoft
2 2 (25.00%) Tableau
3 1 (12.50%) SAP
3 1 (12.50%) Talend
3 1 (12.50%) Teradata