The following table provides summary statistics for contract job vacancies advertised in 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 24 June 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)
England / Yorkshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 80 78 47
Rank change year-on-year -2 -31  
Contract jobs citing ETL 45 67 110
As % of all contract IT jobs advertised in Yorkshire 2.26% 2.38% 3.74%
As % of the Processes & Methodologies category 2.68% 2.75% 4.47%
Number of daily rates quoted 19 53 79
Median daily rate £375 £390 £380
Median daily rate % change year-on-year -3.84% +2.63%  
90% offered a daily rate of more than £332 £313 £290
10% offered a daily rate of more than £440 £458 £500
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1678 2437 2459
As % of all contract IT job vacancies advertised in Yorkshire 84.41% 86.57% 83.67%
Number of daily rates quoted 1103 1695 1712
Median daily rate £413 £425 £365
Median daily rate % change year-on-year -2.94% +16.43%  
90% offered a daily rate of more than £300 £313 £275
10% offered a daily rate of more than £544 £570 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 48 34 54
Median hourly rate £16.00 £15.50 £16.72
Median hourly rate % change year-on-year +3.22% -7.29%  
90% offered a hourly rate of more than £9.16 £10.52 £10.50
10% offered a hourly rate of more than £28.27 £23.50 £45.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

ETL
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for ETL in Yorkshire

ETL
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing ETL in Yorkshire over the 3 months to 24 June 2017.

Contractor daily rate histogram for ETL in Yorkshire

ETL
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for ETL in Yorkshire

ETL
Contract Job Locations in 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 Yorkshire region over the 3 months to 24 June 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
West Yorkshire +2 27 £375 -3.84% 23
South Yorkshire +9 12 £375 +7.14%
North Yorkshire +1 1 £350 -12.50%
East Yorkshire - 1 - - 1
ETL
England

For the 6 months to 24 June 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 Yorkshire region with a requirement for ETL.

1 57 (67.86%) SQL
2 49 (58.33%) Data Warehouse
3 44 (52.38%) SQL Server
4 36 (42.86%) SQL Server Integration Services
5 33 (39.29%) Microsoft
6 32 (38.10%) Business Intelligence
7 30 (35.71%) Migration
8 29 (34.52%) T-SQL
9 28 (33.33%) SQL Server Reporting Services
10 24 (28.57%) Agile Software Development
11 23 (27.38%) Data Modelling
12 21 (25.00%) Oracle
13 20 (23.81%) SQL Server Analysis Services
13 20 (23.81%) Kimball Methodology
14 18 (21.43%) Data Migration
14 18 (21.43%) Data Integration
15 15 (17.86%) Performance Tuning
15 15 (17.86%) Relational Database
15 15 (17.86%) SQL Server 2014
16 14 (16.67%) SAP
17 13 (15.48%) SQL Server 2012
17 13 (15.48%) SAP Data Services
18 12 (14.29%) Oracle Database
18 12 (14.29%) Oracle Database 11g
18 12 (14.29%) RDBMS
18 12 (14.29%) BusinessObjects
19 11 (13.10%) Windows
20 10 (11.90%) Microsoft Office
20 10 (11.90%) MDX
20 10 (11.90%) Data Quality

ETL
Co-occurring IT Skills in 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 8 (9.52%) Tomcat
2 2 (2.38%) Oracle SOA Suite
2 2 (2.38%) SAS
3 1 (1.19%) CMS
3 1 (1.19%) SharePoint
3 1 (1.19%) WebSphere
Applications
1 10 (11.90%) Microsoft Office
2 3 (3.57%) MS Visio
3 2 (2.38%) Microsoft Excel
4 1 (1.19%) Microsoft Project
4 1 (1.19%) Spreadsheet
Business Applications
1 1 (1.19%) Cognos TM1
1 1 (1.19%) SAP Oil and Gas
Cloud Services
1 4 (4.76%) Amazon AWS
2 2 (2.38%) IaaS
2 2 (2.38%) Microsoft Azure
2 2 (2.38%) PaaS
2 2 (2.38%) SaaS
3 1 (1.19%) Azure Data Factory
Communications & Networking
1 1 (1.19%) HTTP
1 1 (1.19%) Internet
1 1 (1.19%) LDAP
Database & Business Intelligence
1 49 (58.33%) Data Warehouse
2 44 (52.38%) SQL Server
3 36 (42.86%) SQL Server Integration Services
4 28 (33.33%) SQL Server Reporting Services
5 20 (23.81%) SQL Server Analysis Services
6 15 (17.86%) Relational Database
6 15 (17.86%) SQL Server 2014
7 13 (15.48%) SAP Data Services
7 13 (15.48%) SQL Server 2012
8 12 (14.29%) BusinessObjects
8 12 (14.29%) Oracle Database
8 12 (14.29%) Oracle Database 11g
8 12 (14.29%) RDBMS
9 8 (9.52%) DB2
9 8 (9.52%) Power BI
9 8 (9.52%) SAP BW
10 7 (8.33%) BusinessObjects Web Intelligence
10 7 (8.33%) SAP HANA
11 6 (7.14%) DataStage
11 6 (7.14%) QlikView
Development Applications
1 5 (5.95%) Visual Studio
2 4 (4.76%) SQL Server Management Studio (SSMS)
3 3 (3.57%) Team Foundation Server
4 1 (1.19%) Eclipse
4 1 (1.19%) JIRA
4 1 (1.19%) JUnit
4 1 (1.19%) MSTest
General
1 7 (8.33%) Finance
2 4 (4.76%) Retail
3 3 (3.57%) Banking
4 2 (2.38%) Marketing
5 1 (1.19%) Advertising
5 1 (1.19%) Electronics
5 1 (1.19%) Manufacturing
5 1 (1.19%) Telecoms
Job Titles
1 52 (61.90%) Developer
2 23 (27.38%) ETL Developer
3 17 (20.24%) SQL Developer
4 14 (16.67%) SSIS Developer
5 13 (15.48%) Analyst
5 13 (15.48%) Business Intelligence Developer
6 9 (10.71%) Data Warehouse Developer
6 9 (10.71%) SSAS Developer
7 8 (9.52%) Business Developer
7 8 (9.52%) Consultant
8 7 (8.33%) SAP BusinessObjects (BO) Analyst
9 6 (7.14%) Analyst Developer
9 6 (7.14%) DataStage Consultant
9 6 (7.14%) Microsoft Developer
9 6 (7.14%) SAP BusinessObjects (BO) Developer
9 6 (7.14%) SQL BI Developer
9 6 (7.14%) SSRS Developer
9 6 (7.14%) T-SQL Developer
10 5 (5.95%) Administrator
10 5 (5.95%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 10 (11.90%) MDX
2 6 (7.14%) Web Services
2 6 (7.14%) XML
3 4 (4.76%) .NET
4 1 (1.19%) ASP.NET Web API
4 1 (1.19%) CPAN
4 1 (1.19%) Hibernate
4 1 (1.19%) iBATIS
4 1 (1.19%) J2EE
4 1 (1.19%) Java EE
4 1 (1.19%) JMS
4 1 (1.19%) OSGi
4 1 (1.19%) Spring
4 1 (1.19%) WinForms
Miscellaneous
1 10 (11.90%) Analytical Skills
2 4 (4.76%) NHS
3 3 (3.57%) Replication
4 2 (2.38%) Enterprise Storage
4 2 (2.38%) HACMP
4 2 (2.38%) Hybrid Cloud
4 2 (2.38%) Management Information System
4 2 (2.38%) Mobile App
5 1 (1.19%) Client/Server
5 1 (1.19%) Clustering
5 1 (1.19%) iPad
5 1 (1.19%) Mainframe
Operating Systems
1 11 (13.10%) Windows
2 9 (10.71%) Windows Server
2 9 (10.71%) Windows Server 2012
3 3 (3.57%) Unix
4 2 (2.38%) Linux
5 1 (1.19%) Red Hat Enterprise Linux
5 1 (1.19%) Windows Server 2003
Processes & Methodologies
1 32 (38.10%) Business Intelligence
2 30 (35.71%) Migration
3 24 (28.57%) Agile Software Development
4 23 (27.38%) Data Modelling
5 20 (23.81%) Kimball Methodology
6 18 (21.43%) Data Integration
6 18 (21.43%) Data Migration
7 15 (17.86%) Performance Tuning
8 9 (10.71%) ETL Development
9 7 (8.33%) Data Transformation
10 6 (7.14%) Data Mapping
11 5 (5.95%) Analytics
11 5 (5.95%) Data Analysis
11 5 (5.95%) Data Cleansing
11 5 (5.95%) Data Management
12 4 (4.76%) Complex ETL
12 4 (4.76%) Configuration Management
12 4 (4.76%) Scenario Testing
13 3 (3.57%) Data Strategy
13 3 (3.57%) E-Commerce
Programming Languages
1 57 (67.86%) SQL
2 29 (34.52%) T-SQL
3 6 (7.14%) Shell Script
4 5 (5.95%) C#
5 3 (3.57%) Data Analysis Expressions (DAX)
6 2 (2.38%) AWK
6 2 (2.38%) C
6 2 (2.38%) Java
6 2 (2.38%) PL/SQL
6 2 (2.38%) VB.NET
7 1 (1.19%) ABAP
7 1 (1.19%) Perl
7 1 (1.19%) VBA
Qualifications
1 8 (9.52%) Security Cleared
2 5 (5.95%) SC Cleared
3 3 (3.57%) Degree
4 2 (2.38%) BC Cleared
5 1 (1.19%) Computer Science Degree
5 1 (1.19%) ISEB
5 1 (1.19%) ISTQB
5 1 (1.19%) ISTQB Foundation Certification
5 1 (1.19%) Master's Degree
Quality Assurance & Compliance
1 10 (11.90%) Data Quality
2 6 (7.14%) QA
3 2 (2.38%) Disclosure Scotland
4 1 (1.19%) IFRS
4 1 (1.19%) IFRS 9
Systems Management
1 2 (2.38%) Tivoli Storage Manager
2 1 (1.19%) Microsoft Clustering
Vendors
1 33 (39.29%) Microsoft
2 21 (25.00%) Oracle
3 14 (16.67%) SAP
4 6 (7.14%) IBM
5 4 (4.76%) Tableau
6 2 (2.38%) NetApp
7 1 (1.19%) Cloudera
7 1 (1.19%) Cognos
7 1 (1.19%) DevExpress
7 1 (1.19%) Teradata
Yorkshire and the Humber
Real Staffing
Rate: competitive
Posted: Yesterday
Leeds
CPS Group Limited
Rate: £400 - £425 per day
Posted: Yesterday
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 2 days ago
Yorkshire
Talent International
Posted: Yesterday
Leeds
Real Staffing
Rate: £450 - £550 per annum
Posted: Yesterday
West Yorkshire
Roc Search
Rate: £350 - £375 per day
Posted: 5 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £440.00 per day + up to £90 travel expenses
Posted: 2 days ago
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day + Expenses
Posted: 2 days ago