The following table provides summary statistics for contract job vacancies advertised in Merseyside 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)
North West / Merseyside
Rank 32 31 37
Rank change year-on-year -1 +6  
Contract jobs citing ETL 7 9 3
As % of all contract IT jobs advertised in Merseyside 2.19% 2.66% 0.82%
As % of the Processes & Methodologies category 2.59% 3.30% 1.09%
Number of daily rates quoted 4 8 2
Median daily rate £380 £444 £313
Median daily rate % change year-on-year -14.36% +42.00%  
90% offered a daily rate of more than £353 £369 £283
10% offered a daily rate of more than £540 £466 £343
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 Merseyside with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Merseyside
Contract job vacancies with a requirement for process and methodology skills 270 273 276
As % of all contract IT job vacancies advertised in Merseyside 84.64% 80.77% 75.62%
Number of daily rates quoted 161 182 126
Median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% -  
90% offered a daily rate of more than £300 £275 £240
10% offered a daily rate of more than £600 £500 £675
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 12 1 3
Median hourly rate £13.00 £27.50 £16.50
Median hourly rate % change year-on-year -52.72% +66.66%  
90% offered a hourly rate of more than £11.00 £27.50 £12.75
10% offered a hourly rate of more than £37.50 £27.50 £37.60
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 Merseyside

The job posting trend of jobs advertised in Merseyside 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 Merseyside

ETL
Contractor Daily Rate Trend in Merseyside

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

Contractor daily rate trend for ETL in Merseyside

ETL
Contractor Daily Rate Histogram in Merseyside

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

Contractor daily rate histogram for ETL in Merseyside

ETL
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Merseyside region over the 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool -3 4 £400 -9.85%
ETL
North West

ETL
Top 30 Related IT Skills in Merseyside

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 Merseyside region with a requirement for ETL.

1 10 (83.33%) Data Modelling
2 8 (66.67%) SQL Server
2 8 (66.67%) Business Intelligence
3 7 (58.33%) SQL
4 6 (50.00%) Oracle
4 6 (50.00%) Data Warehouse
5 5 (41.67%) SQL Server Integration Services
6 4 (33.33%) Visualisation
7 3 (25.00%) Oracle Reports
7 3 (25.00%) Teradata
7 3 (25.00%) Data Extraction
7 3 (25.00%) Data Quality
7 3 (25.00%) Analytical Skills
7 3 (25.00%) Logical Data Model
8 2 (16.67%) CRUD
8 2 (16.67%) Kalman Filter
8 2 (16.67%) Dashboard Development
8 2 (16.67%) Power BI
8 2 (16.67%) SQL Server 2012
8 2 (16.67%) Metadata Management
8 2 (16.67%) Product Management
8 2 (16.67%) Azure SQL Database
8 2 (16.67%) Data Visualisation
8 2 (16.67%) REST
8 2 (16.67%) Tableau
8 2 (16.67%) Microsoft Azure
8 2 (16.67%) Degree
8 2 (16.67%) Dimensional Modelling
8 2 (16.67%) Oracle BI EE
8 2 (16.67%) SQL Server Reporting Services

ETL
Top Related IT Skills in Merseyside 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 (8.33%) Apache Spark
1 1 (8.33%) SAS
Cloud Services
1 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) SQL Server
2 6 (50.00%) Data Warehouse
3 5 (41.67%) SQL Server Integration Services
4 3 (25.00%) Oracle Reports
5 2 (16.67%) Azure SQL Database
5 2 (16.67%) DB2
5 2 (16.67%) Oracle BI EE
5 2 (16.67%) Power BI
5 2 (16.67%) SQL Server 2012
5 2 (16.67%) SQL Server Reporting Services
6 1 (8.33%) Apache Hive
6 1 (8.33%) Big Data
6 1 (8.33%) Hadoop
6 1 (8.33%) Oracle Database
6 1 (8.33%) Oracle Database 12c
6 1 (8.33%) QlikView
6 1 (8.33%) SQL Server Analysis Services
Development Applications
1 2 (16.67%) ERwin
General
1 1 (8.33%) Banking
1 1 (8.33%) Finance
1 1 (8.33%) Marketing
1 1 (8.33%) Retail
Job Titles
1 4 (33.33%) Consultant
1 4 (33.33%) Developer
2 2 (16.67%) Architect
2 2 (16.67%) Business Intelligence Consultant
2 2 (16.67%) Business Intelligence Developer
2 2 (16.67%) Data Modeller
2 2 (16.67%) SSIS Developer
2 2 (16.67%) SSRS Developer
2 2 (16.67%) Tableau Consultant
3 1 (8.33%) Applications Developer
3 1 (8.33%) Business Developer
3 1 (8.33%) Business Intelligence Architect
3 1 (8.33%) ETL Developer
3 1 (8.33%) Microsoft BI Developer
3 1 (8.33%) OBIEE Developer
3 1 (8.33%) Oracle BI Developer
3 1 (8.33%) QlikView Developer
3 1 (8.33%) Solutions Architect
3 1 (8.33%) SQL Server Data Warehouse Developer
3 1 (8.33%) SSAS Developer
Libraries, Frameworks & Software Standards
1 2 (16.67%) REST
Miscellaneous
1 3 (25.00%) Analytical Skills
Processes & Methodologies
1 10 (83.33%) Data Modelling
2 8 (66.67%) Business Intelligence
3 4 (33.33%) Visualisation
4 3 (25.00%) Data Extraction
4 3 (25.00%) Logical Data Model
5 2 (16.67%) CRUD
5 2 (16.67%) Dashboard Development
5 2 (16.67%) Data Visualisation
5 2 (16.67%) Dimensional Modelling
5 2 (16.67%) Kalman Filter
5 2 (16.67%) Metadata Management
5 2 (16.67%) Product Management
6 1 (8.33%) Analytics
6 1 (8.33%) Change Data Capture
6 1 (8.33%) Data Architecture
6 1 (8.33%) Data Governance
6 1 (8.33%) Data Integration
6 1 (8.33%) Data Transformation
6 1 (8.33%) Process Improvement
6 1 (8.33%) System Testing
Programming Languages
1 7 (58.33%) SQL
2 2 (16.67%) T-SQL
Qualifications
1 2 (16.67%) Degree
Quality Assurance & Compliance
1 3 (25.00%) Data Quality
Vendors
1 6 (50.00%) Oracle
2 3 (25.00%) Teradata
3 2 (16.67%) Tableau
4 1 (8.33%) Microsoft
4 1 (8.33%) SAP