The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 26 May 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)
Yorkshire / West Yorkshire
3 months to
26 May 2017
Same period 2016 Same period 2015
Rank 68 79 50
Rank change year-on-year +11 -29  
Contract jobs citing ETL 29 47 79
As % of all contract IT jobs advertised in West Yorkshire 2.13% 2.31% 3.92%
As % of the Processes & Methodologies category 2.43% 2.67% 4.54%
Number of daily rates quoted 14 39 60
Median daily rate £388 £388 £400
Median daily rate % change year-on-year - -3.12%  
90% offered a daily rate of more than £315 £310 £285
10% offered a daily rate of more than £485 £471 £500
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 £41.75 £20.50 £33.50
% change year-on-year +103.65% -38.80%  

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 West Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1191 1759 1739
As % of all contract IT job vacancies advertised in West Yorkshire 87.64% 86.52% 86.30%
Number of daily rates quoted 805 1226 1188
Median daily rate £413 £425 £375
Median daily rate % change year-on-year -2.94% +13.33%  
90% offered a daily rate of more than £310 £313 £265
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £413 £400 £388
% change year-on-year +3.12% +3.22%  
Number of hourly rates quoted 23 24 29
Median hourly rate £10.00 £13.00 £18.00
Median hourly rate % change year-on-year -23.07% -27.77%  
90% offered a hourly rate of more than £8.79 £9.00 £12.75
10% offered a hourly rate of more than £40.00 £35.50 £35.00
UK excluding London median hourly rate £35.00 £32.50 £30.00
% change year-on-year +7.69% +8.33%  

ETL
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

ETL
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for ETL in West Yorkshire

ETL
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing ETL in West Yorkshire over the 3 months to 26 May 2017.

Contractor daily rate histogram for ETL in West Yorkshire

ETL
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for ETL in West Yorkshire

ETL
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the West Yorkshire region over the 3 months to 26 May 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
Leeds +9 22 £375 -4.76% 12
Bradford +6 2 - - 8
Halifax -2 2 £510 +36.00%
ETL
Yorkshire

For the 6 months to 26 May 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 West Yorkshire region with a requirement for ETL.

1 43 (68.25%) SQL
2 35 (55.56%) SQL Server
3 30 (47.62%) SQL Server Integration Services
4 27 (42.86%) Data Warehouse
5 24 (38.10%) Microsoft
6 21 (33.33%) SQL Server Reporting Services
7 20 (31.75%) Business Intelligence
8 19 (30.16%) T-SQL
8 19 (30.16%) Agile Software Development
9 17 (26.98%) Migration
10 14 (22.22%) SQL Server 2014
11 13 (20.63%) SQL Server 2012
11 13 (20.63%) SQL Server Analysis Services
11 13 (20.63%) Data Integration
12 11 (17.46%) Data Modelling
13 10 (15.87%) DB2
13 10 (15.87%) Oracle
13 10 (15.87%) SQL Server 2008
13 10 (15.87%) Kimball Methodology
14 8 (12.70%) Performance Tuning
14 8 (12.70%) Data Migration
14 8 (12.70%) Data Quality
15 7 (11.11%) Hadoop
15 7 (11.11%) Data Mapping
15 7 (11.11%) MDX
15 7 (11.11%) Relational Database
15 7 (11.11%) Data Management
16 6 (9.52%) Configuration Management
16 6 (9.52%) XML
16 6 (9.52%) Shell Script

ETL
Co-occurring IT Skills in West Yorkshire 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 (4.76%) Oracle SOA Suite
2 2 (3.17%) SAS
2 2 (3.17%) SharePoint
3 1 (1.59%) ArcGIS
3 1 (1.59%) GeoServer
3 1 (1.59%) WebSphere
Applications
1 4 (6.35%) MS Visio
2 3 (4.76%) Microsoft Office
3 1 (1.59%) Microsoft Excel
3 1 (1.59%) Microsoft Project
Cloud Services
1 3 (4.76%) IaaS
1 3 (4.76%) PaaS
1 3 (4.76%) SaaS
2 1 (1.59%) Amazon AWS
Communications & Networking
1 2 (3.17%) HTTP
1 2 (3.17%) LDAP
2 1 (1.59%) Internet
Database & Business Intelligence
1 35 (55.56%) SQL Server
2 30 (47.62%) SQL Server Integration Services
3 27 (42.86%) Data Warehouse
4 21 (33.33%) SQL Server Reporting Services
5 14 (22.22%) SQL Server 2014
6 13 (20.63%) SQL Server 2012
6 13 (20.63%) SQL Server Analysis Services
7 10 (15.87%) DB2
7 10 (15.87%) SQL Server 2008
8 7 (11.11%) Hadoop
8 7 (11.11%) Relational Database
9 6 (9.52%) Big Data
10 5 (7.94%) DB2 UDB
10 5 (7.94%) OLAP
10 5 (7.94%) QlikView
10 5 (7.94%) SAP Data Services
11 4 (6.35%) Microsoft Analysis Services
11 4 (6.35%) PostgreSQL
11 4 (6.35%) RDBMS
11 4 (6.35%) Star Schema
Development Applications
1 3 (4.76%) SQL Server Management Studio (SSMS)
1 3 (4.76%) Visual Studio
2 2 (3.17%) Team Foundation Server
3 1 (1.59%) Eclipse
3 1 (1.59%) JIRA
3 1 (1.59%) JUnit
3 1 (1.59%) MSTest
General
1 4 (6.35%) Finance
1 4 (6.35%) Retail
2 3 (4.76%) Banking
3 1 (1.59%) Marketing
Job Titles
1 31 (49.21%) Developer
2 17 (26.98%) ETL Developer
3 13 (20.63%) SQL Developer
4 8 (12.70%) SSIS Developer
5 7 (11.11%) Administrator
5 7 (11.11%) SSAS Developer
6 6 (9.52%) Business Intelligence Developer
6 6 (9.52%) DBA
7 5 (7.94%) Analyst
7 5 (7.94%) Architect
7 5 (7.94%) DB2 Administrator
7 5 (7.94%) DB2 DBA
8 4 (6.35%) Consultant
8 4 (6.35%) Data Architect
8 4 (6.35%) Data Migration Lead
8 4 (6.35%) Data Warehouse Developer
8 4 (6.35%) DataStage Consultant
8 4 (6.35%) SSRS Developer
9 3 (4.76%) Data Engineer
9 3 (4.76%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 7 (11.11%) MDX
2 6 (9.52%) XML
3 5 (7.94%) Web Services
4 2 (3.17%) .NET
4 2 (3.17%) JMS
4 2 (3.17%) OSGi
5 1 (1.59%) ASP.NET
5 1 (1.59%) CPAN
5 1 (1.59%) CSS
5 1 (1.59%) Hibernate
5 1 (1.59%) HTML
5 1 (1.59%) iBATIS
5 1 (1.59%) J2EE
5 1 (1.59%) Java EE
5 1 (1.59%) PostGIS
5 1 (1.59%) Spring
Miscellaneous
1 3 (4.76%) Enterprise Storage
1 3 (4.76%) HACMP
1 3 (4.76%) Hybrid Cloud
1 3 (4.76%) Management Information System
1 3 (4.76%) Replication
2 2 (3.17%) Analytical Skills
2 2 (3.17%) Mobile App
3 1 (1.59%) Client/Server
3 1 (1.59%) iPad
3 1 (1.59%) Mainframe
Operating Systems
1 4 (6.35%) Unix
2 3 (4.76%) Linux
2 3 (4.76%) Windows
3 2 (3.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 20 (31.75%) Business Intelligence
2 19 (30.16%) Agile Software Development
3 17 (26.98%) Migration
4 13 (20.63%) Data Integration
5 11 (17.46%) Data Modelling
6 10 (15.87%) Kimball Methodology
7 8 (12.70%) Data Migration
7 8 (12.70%) Performance Tuning
8 7 (11.11%) Data Management
8 7 (11.11%) Data Mapping
9 6 (9.52%) Analytics
9 6 (9.52%) Configuration Management
9 6 (9.52%) Data Transformation
9 6 (9.52%) ETL Development
10 4 (6.35%) Change Management
10 4 (6.35%) Complex ETL
10 4 (6.35%) Data Cleansing
10 4 (6.35%) Data Strategy
10 4 (6.35%) Scenario Testing
10 4 (6.35%) Stakeholder Management
Programming Languages
1 43 (68.25%) SQL
2 19 (30.16%) T-SQL
3 6 (9.52%) Shell Script
4 3 (4.76%) AWK
4 3 (4.76%) C#
5 2 (3.17%) Java
6 1 (1.59%) C
6 1 (1.59%) Data Analysis Expressions (DAX)
6 1 (1.59%) JavaScript
6 1 (1.59%) Perl
6 1 (1.59%) PL/SQL
6 1 (1.59%) VB.NET
6 1 (1.59%) VBA
Qualifications
1 3 (4.76%) Security Cleared
2 2 (3.17%) SC Cleared
3 1 (1.59%) Degree
3 1 (1.59%) ISEB
3 1 (1.59%) ISTQB
3 1 (1.59%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 8 (12.70%) Data Quality
2 6 (9.52%) QA
3 1 (1.59%) IFRS
3 1 (1.59%) IFRS 9
Systems Management
1 3 (4.76%) Tivoli Storage Manager
Vendors
1 24 (38.10%) Microsoft
2 10 (15.87%) Oracle
3 5 (7.94%) IBM
4 4 (6.35%) SAP
5 3 (4.76%) Cloudera
5 3 (4.76%) NetApp
6 2 (3.17%) Hortonworks
6 2 (3.17%) Tableau
7 1 (1.59%) CA
7 1 (1.59%) ESRI
7 1 (1.59%) Teradata
Leeds, West Yorkshire
Nigel Frank International Ltd
Posted: Yesterday