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 29 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.

Extract, Transform and Load (ETL)
Yorkshire / West Yorkshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 74 60 56
Rank change year-on-year -14 -4  
Contract jobs citing ETL 25 57 55
As % of all contract IT jobs advertised in West Yorkshire 1.86% 2.92% 3.00%
As % of the Processes & Methodologies category 2.19% 3.53% 3.53%
Number of daily rates quoted 15 49 40
Median daily rate £363 £375 £425
Median daily rate % change year-on-year -3.33% -11.76%  
90% offered a daily rate of more than £289 £318 £280
10% offered a daily rate of more than £500 £489 £535
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 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 1144 1617 1560
As % of all contract IT job vacancies advertised in West Yorkshire 85.18% 82.92% 85.20%
Number of daily rates quoted 769 1135 997
Median daily rate £400 £410 £375
Median daily rate % change year-on-year -2.43% +9.33%  
90% offered a daily rate of more than £300 £300 £263
10% offered a daily rate of more than £550 £575 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 19 38 40
Median hourly rate £13.00 £15.63 £18.00
Median hourly rate % change year-on-year -16.80% -13.19%  
90% offered a hourly rate of more than £8.82 £9.12 £10.25
10% offered a hourly rate of more than £39.00 £21.45 £35.75
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

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 29 March 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 29 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
Leeds -27 14 £325 -7.14% 12
Halifax +9 5 £480 +1.05% 1
Huddersfield +2 1 £413 -
Bradford +1 1 - - 3
ETL
Yorkshire

For the 6 months to 29 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 West Yorkshire region with a requirement for ETL.

1 45 (63.38%) SQL
2 41 (57.75%) SQL Server
3 39 (54.93%) SQL Server Integration Services
4 34 (47.89%) Microsoft
5 31 (43.66%) Data Warehouse
6 25 (35.21%) SQL Server 2014
7 24 (33.80%) Business Intelligence
7 24 (33.80%) T-SQL
8 23 (32.39%) SQL Server Reporting Services
8 23 (32.39%) SQL Server 2012
9 16 (22.54%) SQL Server 2008
10 15 (21.13%) Migration
11 14 (19.72%) SQL Server Analysis Services
12 12 (16.90%) Agile Software Development
13 11 (15.49%) DB2
13 11 (15.49%) Kimball Methodology
14 9 (12.68%) Oracle
14 9 (12.68%) Data Modelling
15 8 (11.27%) MS Excel
15 8 (11.27%) Management Information System
15 8 (11.27%) Configuration Management
15 8 (11.27%) Finance
15 8 (11.27%) Big Data
15 8 (11.27%) Performance Tuning
15 8 (11.27%) Power BI
16 7 (9.86%) Analytical Skills
16 7 (9.86%) Hadoop
16 7 (9.86%) Replication
16 7 (9.86%) Data Management
16 7 (9.86%) DB2 UDB

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 (4.23%) Oracle SOA Suite
1 3 (4.23%) SharePoint
2 2 (2.82%) SAS
3 1 (1.41%) ArcGIS
3 1 (1.41%) GeoServer
3 1 (1.41%) Oracle Spatial
Applications
1 8 (11.27%) MS Excel
2 4 (5.63%) MS Office
3 3 (4.23%) MS Visio
Cloud Services
1 3 (4.23%) IaaS
1 3 (4.23%) PaaS
1 3 (4.23%) SaaS
2 2 (2.82%) Microsoft Azure
Communications & Networking
1 2 (2.82%) HTTP
1 2 (2.82%) LDAP
Database & Business Intelligence
1 41 (57.75%) SQL Server
2 39 (54.93%) SQL Server Integration Services
3 31 (43.66%) Data Warehouse
4 25 (35.21%) SQL Server 2014
5 23 (32.39%) SQL Server 2012
5 23 (32.39%) SQL Server Reporting Services
6 16 (22.54%) SQL Server 2008
7 14 (19.72%) SQL Server Analysis Services
8 11 (15.49%) DB2
9 8 (11.27%) Big Data
9 8 (11.27%) Power BI
10 7 (9.86%) DB2 UDB
10 7 (9.86%) Hadoop
11 5 (7.04%) BusinessObjects
11 5 (7.04%) OLTP
11 5 (7.04%) QlikView
12 4 (5.63%) OLAP
12 4 (5.63%) PostgreSQL
13 3 (4.23%) IBM InfoSphere
13 3 (4.23%) SQL Server 2000
Development Applications
1 1 (1.41%) Team Foundation Server
General
1 8 (11.27%) Finance
2 5 (7.04%) Retail
3 3 (4.23%) Billing
4 2 (2.82%) Banking
5 1 (1.41%) Marketing
Job Titles
1 37 (52.11%) Developer
2 23 (32.39%) SQL Developer
3 18 (25.35%) SSIS Developer
4 17 (23.94%) ETL Developer
5 10 (14.08%) Data Warehouse Developer
5 10 (14.08%) DBA
6 8 (11.27%) Business Intelligence Developer
6 8 (11.27%) T-SQL Developer
7 7 (9.86%) Administrator
7 7 (9.86%) Analyst
7 7 (9.86%) DB2 DBA
7 7 (9.86%) SSAS Developer
8 6 (8.45%) DB2 Administrator
9 5 (7.04%) Architect
9 5 (7.04%) SQL Server Data Warehouse Developer
9 5 (7.04%) SQL Server Developer
9 5 (7.04%) SSRS Developer
10 4 (5.63%) Consultant
10 4 (5.63%) Data Architect
11 3 (4.23%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 5 (7.04%) MDX
1 5 (7.04%) Web Services
2 2 (2.82%) .NET
2 2 (2.82%) JMS
2 2 (2.82%) OSGi
3 1 (1.41%) ASP.NET
3 1 (1.41%) CSS
3 1 (1.41%) HTML
3 1 (1.41%) PostGIS
3 1 (1.41%) XML
Miscellaneous
1 8 (11.27%) Management Information System
2 7 (9.86%) Analytical Skills
2 7 (9.86%) Replication
3 5 (7.04%) HACMP
4 3 (4.23%) Enterprise Storage
4 3 (4.23%) Hybrid Cloud
5 2 (2.82%) Computer Science
5 2 (2.82%) Fintech
5 2 (2.82%) Mobile App
5 2 (2.82%) Tandem
6 1 (1.41%) Client/Server
6 1 (1.41%) Clustering
6 1 (1.41%) Mainframe
6 1 (1.41%) NHS
Operating Systems
1 5 (7.04%) Unix
1 5 (7.04%) Windows
2 2 (2.82%) Linux
2 2 (2.82%) Red Hat Enterprise Linux
Processes & Methodologies
1 24 (33.80%) Business Intelligence
2 15 (21.13%) Migration
3 12 (16.90%) Agile Software Development
4 11 (15.49%) Kimball Methodology
5 9 (12.68%) Data Modelling
6 8 (11.27%) Configuration Management
6 8 (11.27%) Performance Tuning
7 7 (9.86%) Data Management
8 6 (8.45%) Change Management
8 6 (8.45%) Data Migration
9 5 (7.04%) Analytics
9 5 (7.04%) Data Mapping
9 5 (7.04%) Disaster Recovery
9 5 (7.04%) ETL Development
9 5 (7.04%) Stakeholder Management
10 4 (5.63%) Complex ETL
11 3 (4.23%) BPMN
11 3 (4.23%) Logical Data Model
11 3 (4.23%) Physical Data Model
11 3 (4.23%) SDLC
Programming Languages
1 45 (63.38%) SQL
2 24 (33.80%) T-SQL
3 5 (7.04%) AWK
4 3 (4.23%) C#
5 2 (2.82%) C
5 2 (2.82%) PL/SQL
5 2 (2.82%) Python
5 2 (2.82%) R
6 1 (1.41%) Data Analysis Expressions (DAX)
6 1 (1.41%) JavaScript
6 1 (1.41%) PowerShell
6 1 (1.41%) VB.NET
6 1 (1.41%) VBA
Qualifications
1 3 (4.23%) Degree
2 2 (2.82%) Microsoft Certification
2 2 (2.82%) SC Cleared
2 2 (2.82%) Security Cleared
Quality Assurance & Compliance
1 5 (7.04%) Data Quality
2 4 (5.63%) QA
3 1 (1.41%) IFRS
3 1 (1.41%) IFRS 9
Systems Management
1 5 (7.04%) Tivoli Storage Manager
Vendors
1 34 (47.89%) Microsoft
2 9 (12.68%) Oracle
3 6 (8.45%) IBM
4 5 (7.04%) NetApp
5 3 (4.23%) Cloudera
5 3 (4.23%) SAP
6 2 (2.82%) CA
6 2 (2.82%) Hortonworks
6 2 (2.82%) Tableau
7 1 (1.41%) ESRI
7 1 (1.41%) Google
7 1 (1.41%) Teradata