The following table provides summary statistics for contract job vacancies advertised in South 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 27 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)
Yorkshire / South Yorkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 31 41 33
Rank change year-on-year +10 -8  
Contract jobs citing ETL 13 9 16
As % of all contract IT jobs advertised in South Yorkshire 3.94% 2.02% 3.73%
As % of the Processes & Methodologies category 4.71% 2.41% 4.71%
Number of daily rates quoted 6 8 13
Median daily rate £363 £350 £375
Median daily rate % change year-on-year +3.57% -6.66%  
90% offered a daily rate of more than £350 £305 £281
10% offered a daily rate of more than £550 £420 £498
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 South Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South Yorkshire
Contract job vacancies with a requirement for process and methodology skills 276 374 340
As % of all contract IT job vacancies advertised in South Yorkshire 83.64% 83.86% 79.25%
Number of daily rates quoted 159 282 217
Median daily rate £435 £425 £375
Median daily rate % change year-on-year +2.35% +13.33%  
90% offered a daily rate of more than £325 £305 £275
10% offered a daily rate of more than £575 £700 £520
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 9 6 11
Median hourly rate £22.75 £18.21 £12.50
Median hourly rate % change year-on-year +24.93% +45.68%  
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 South Yorkshire

The job posting trend of jobs advertised in South 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 South Yorkshire

ETL
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for ETL in South Yorkshire

ETL
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing ETL in South Yorkshire over the 3 months to 27 June 2017.

Contractor daily rate histogram for ETL in South Yorkshire

ETL
Contract Job Locations in South 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 South Yorkshire region over the 3 months to 27 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
Sheffield +19 13 £363 +3.57%
ETL
Yorkshire

For the 6 months to 27 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 South Yorkshire region with a requirement for ETL.

1 17 (89.47%) SQL
1 17 (89.47%) Data Warehouse
2 12 (63.16%) Business Intelligence
2 12 (63.16%) Oracle
2 12 (63.16%) Migration
3 11 (57.89%) Agile Software Development
3 11 (57.89%) Oracle Database 11g
3 11 (57.89%) Kimball Methodology
3 11 (57.89%) Oracle Database
4 10 (52.63%) SQL Server
5 9 (47.37%) Windows
5 9 (47.37%) Data Modelling
5 9 (47.37%) Relational Database
5 9 (47.37%) Windows Server 2012
5 9 (47.37%) Windows Server
6 8 (42.11%) Analytical Skills
6 8 (42.11%) RDBMS
6 8 (42.11%) BusinessObjects
6 8 (42.11%) SAP BW
6 8 (42.11%) Tomcat
6 8 (42.11%) SAP
6 8 (42.11%) Microsoft Office
6 8 (42.11%) Data Migration
7 7 (36.84%) BusinessObjects Web Intelligence
7 7 (36.84%) SQL Server Integration Services
7 7 (36.84%) T-SQL
7 7 (36.84%) Microsoft
7 7 (36.84%) Performance Tuning
7 7 (36.84%) SAP Data Services
7 7 (36.84%) SAP HANA

ETL
Co-occurring IT Skills in South 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 (42.11%) Tomcat
2 1 (5.26%) CMS
Applications
1 8 (42.11%) Microsoft Office
2 1 (5.26%) Microsoft Excel
2 1 (5.26%) Spreadsheet
Business Applications
1 1 (5.26%) Oracle iProcurement
1 1 (5.26%) Oracle Receivables
1 1 (5.26%) SAP Oil and Gas
Cloud Services
1 1 (5.26%) Azure Data Factory
1 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) SMS
Database & Business Intelligence
1 17 (89.47%) Data Warehouse
2 11 (57.89%) Oracle Database
2 11 (57.89%) Oracle Database 11g
3 10 (52.63%) SQL Server
4 9 (47.37%) Relational Database
5 8 (42.11%) BusinessObjects
5 8 (42.11%) RDBMS
5 8 (42.11%) SAP BW
6 7 (36.84%) BusinessObjects Web Intelligence
6 7 (36.84%) SAP Data Services
6 7 (36.84%) SAP HANA
6 7 (36.84%) SQL Server Integration Services
7 5 (26.32%) SQL Server Analysis Services
7 5 (26.32%) SQL Server Reporting Services
8 4 (21.05%) Oracle BI EE
8 4 (21.05%) Oracle Database 12c
8 4 (21.05%) Oracle ODI
9 3 (15.79%) Power BI
10 2 (10.53%) SQL Server 2012
10 2 (10.53%) SQL Server 2014
Development Applications
1 1 (5.26%) Team Foundation Server
1 1 (5.26%) Visual Studio
General
1 3 (15.79%) Finance
2 1 (5.26%) Advertising
2 1 (5.26%) Electronics
2 1 (5.26%) Manufacturing
2 1 (5.26%) Marketing
2 1 (5.26%) Telecoms
Job Titles
1 15 (78.95%) Developer
2 9 (47.37%) Analyst
3 7 (36.84%) SAP BusinessObjects (BO) Analyst
4 6 (31.58%) Analyst Developer
4 6 (31.58%) Business Developer
4 6 (31.58%) SAP BusinessObjects (BO) Developer
5 4 (21.05%) Business Intelligence Developer
5 4 (21.05%) ETL Developer
5 4 (21.05%) SSIS Developer
6 3 (15.79%) Data Warehouse Developer
6 3 (15.79%) Microsoft BI Developer
6 3 (15.79%) Microsoft Developer
6 3 (15.79%) OBIEE Developer
6 3 (15.79%) SQL Developer
7 2 (10.53%) SQL BI Developer
7 2 (10.53%) SSRS Developer
8 1 (5.26%) Business Intelligence Data Analyst
8 1 (5.26%) Power BI Developer
8 1 (5.26%) SSAS Developer
8 1 (5.26%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) MDX
2 1 (5.26%) .NET
Miscellaneous
1 8 (42.11%) Analytical Skills
2 2 (10.53%) NHS
3 1 (5.26%) Clustering
3 1 (5.26%) Replication
Operating Systems
1 9 (47.37%) Windows
1 9 (47.37%) Windows Server
1 9 (47.37%) Windows Server 2012
2 1 (5.26%) Windows Server 2003
Processes & Methodologies
1 12 (63.16%) Business Intelligence
1 12 (63.16%) Migration
2 11 (57.89%) Agile Software Development
2 11 (57.89%) Kimball Methodology
3 9 (47.37%) Data Modelling
4 8 (42.11%) Data Migration
5 7 (36.84%) Performance Tuning
6 3 (15.79%) Data Integration
7 1 (5.26%) Data Cleansing
7 1 (5.26%) Data Visualisation
7 1 (5.26%) Digital Marketing
7 1 (5.26%) ITIL
7 1 (5.26%) Programme Management
7 1 (5.26%) Scrum
7 1 (5.26%) Visualisation
7 1 (5.26%) Web Development
Programming Languages
1 17 (89.47%) SQL
2 7 (36.84%) T-SQL
3 1 (5.26%) C#
3 1 (5.26%) Data Analysis Expressions (DAX)
3 1 (5.26%) PL/SQL
3 1 (5.26%) VB.NET
3 1 (5.26%) VBA
Qualifications
1 4 (21.05%) Security Cleared
2 2 (10.53%) BC Cleared
2 2 (10.53%) SC Cleared
3 1 (5.26%) Computer Science Degree
3 1 (5.26%) Degree
Quality Assurance & Compliance
1 2 (10.53%) Disclosure Scotland
Systems Management
1 1 (5.26%) Microsoft Clustering
Vendors
1 12 (63.16%) Oracle
2 8 (42.11%) SAP
3 7 (36.84%) Microsoft
4 2 (10.53%) Tableau
5 1 (5.26%) DevExpress