The following table provides summary statistics for contract job vacancies advertised in Lancashire 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 25 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
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Lancashire
Rank 30 35 28
Rank change year-on-year +5 -7  
Contract jobs citing ETL 3 16 17
As % of all contract IT jobs advertised in Lancashire 1.43% 3.71% 4.47%
As % of the Processes & Methodologies category 1.69% 4.82% 5.67%
Number of daily rates quoted 0 14 16
Median daily rate - £450 £538
Median daily rate % change year-on-year - -16.27%  
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 Lancashire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Lancashire
Contract job vacancies with a requirement for process and methodology skills 178 332 300
As % of all contract IT job vacancies advertised in Lancashire 84.76% 77.03% 78.95%
Number of daily rates quoted 100 204 185
Median daily rate £375 £400 £400
Median daily rate % change year-on-year -6.25% -  
90% offered a daily rate of more than £250 £275 £296
10% offered a daily rate of more than £535 £525 £565
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 39 48 25
Median hourly rate £43.00 £39.00 £37.00
Median hourly rate % change year-on-year +10.25% +5.40%  
90% offered a hourly rate of more than £26.83 £35.00 £13.00
10% offered a hourly rate of more than £53.00 £47.33 £52.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

ETL
Job Vacancy Trend in Lancashire

The job posting trend of jobs advertised in Lancashire 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 Lancashire

ETL
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for ETL in Lancashire

ETL
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for ETL in Lancashire

ETL
Contract Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Lancashire region over the 3 months to 25 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
Preston 0 2 - -
Blackburn - 1 - -
ETL
North West

ETL
Top 30 Related IT Skills in Lancashire

For the 6 months to 25 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 Lancashire region with a requirement for ETL.

1 5 (62.50%) Data Warehouse
2 4 (50.00%) Oracle
2 4 (50.00%) SQL
3 3 (37.50%) PL/SQL
3 3 (37.50%) XML
3 3 (37.50%) Informatica
3 3 (37.50%) PowerExchange
3 3 (37.50%) Business Intelligence
3 3 (37.50%) Change Data Capture
4 2 (25.00%) Migration
4 2 (25.00%) Data Migration
4 2 (25.00%) SQL Server
4 2 (25.00%) Data Modelling
5 1 (12.50%) Project Management
5 1 (12.50%) Unix
5 1 (12.50%) Windows
5 1 (12.50%) Linux
5 1 (12.50%) Oracle Forms
5 1 (12.50%) Cognos
5 1 (12.50%) C#
5 1 (12.50%) T-SQL
5 1 (12.50%) Data Protection
5 1 (12.50%) SC Cleared
5 1 (12.50%) Security Cleared
5 1 (12.50%) Talend Open Studio
5 1 (12.50%) Data Guard
5 1 (12.50%) Hadoop
5 1 (12.50%) Open Source
5 1 (12.50%) Waterfall
5 1 (12.50%) MongoDB

ETL
Top Related IT Skills in Lancashire 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 3 (37.50%) PowerExchange
2 1 (12.50%) Elasticsearch
Business Applications
1 1 (12.50%) Cognos Business Intelligence
Database & Business Intelligence
1 5 (62.50%) Data Warehouse
2 2 (25.00%) SQL Server
3 1 (12.50%) Big Data
3 1 (12.50%) BusinessObjects
3 1 (12.50%) Cognos Framework Manager
3 1 (12.50%) Cognos Report Studio
3 1 (12.50%) Hadoop
3 1 (12.50%) MongoDB
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
3 1 (12.50%) SAP Data Services
3 1 (12.50%) SQL Server 2012
3 1 (12.50%) SQL Server Integration Services
Development Applications
1 1 (12.50%) Oracle Forms
1 1 (12.50%) Talend Open Studio
Job Titles
1 5 (62.50%) Developer
2 3 (37.50%) Informatica Developer
3 1 (12.50%) Cognos Developer
3 1 (12.50%) Consultant
3 1 (12.50%) Migration Manager
3 1 (12.50%) Migration Project Manager
3 1 (12.50%) Project Manager
3 1 (12.50%) SC Cleared Project Manager
3 1 (12.50%) Talend Developer
Libraries, Frameworks & Software Standards
1 3 (37.50%) XML
Miscellaneous
1 1 (12.50%) Data Centre
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
1 1 (12.50%) Windows
Processes & Methodologies
1 3 (37.50%) Business Intelligence
1 3 (37.50%) Change Data Capture
2 2 (25.00%) Data Migration
2 2 (25.00%) Data Modelling
2 2 (25.00%) Migration
3 1 (12.50%) Agile Software Development
3 1 (12.50%) Change Management
3 1 (12.50%) Data Protection
3 1 (12.50%) Information Management
3 1 (12.50%) Kimball Methodology
3 1 (12.50%) Logistics
3 1 (12.50%) Open Source
3 1 (12.50%) Project Management
3 1 (12.50%) Stakeholder Management
3 1 (12.50%) Waterfall
Programming Languages
1 4 (50.00%) SQL
2 3 (37.50%) PL/SQL
3 1 (12.50%) C#
3 1 (12.50%) T-SQL
Qualifications
1 1 (12.50%) SC Cleared
1 1 (12.50%) Security Cleared
System Software
1 1 (12.50%) Oracle RAC
Systems Management
1 1 (12.50%) Data Guard
Vendors
1 4 (50.00%) Oracle
2 3 (37.50%) Informatica
3 1 (12.50%) Cognos
3 1 (12.50%) Talend