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 26 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
26 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Yorkshire / South Yorkshire
Rank 52 32 28
Rank change year-on-year -20 -4  
Contract jobs citing ETL 6 24 16
As % of all contract IT jobs advertised in South Yorkshire 1.30% 4.47% 3.93%
As % of the Processes & Methodologies category 1.64% 5.71% 4.97%
Number of daily rates quoted 6 16 10
Median daily rate £350 £350 £388
Median daily rate % change year-on-year - -9.67%  
90% offered a daily rate of more than £319 £325 £310
10% offered a daily rate of more than £419 £525 £528
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 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 366 420 322
As % of all contract IT job vacancies advertised in South Yorkshire 79.22% 78.21% 79.12%
Number of daily rates quoted 216 284 220
Median daily rate £425 £425 £325
Median daily rate % change year-on-year - +30.76%  
90% offered a daily rate of more than £313 £288 £235
10% offered a daily rate of more than £525 £660 £475
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 4 9 13
Median hourly rate £11.50 £15.75 £16.61
Median hourly rate % change year-on-year -26.98% -5.19%  
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 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
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 26 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
Sheffield -20 3 £413 +17.85%
Rotherham - 1 £313 -
ETL
Yorkshire

ETL
Top 30 Related IT Skills in South Yorkshire

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

1 23 (71.88%) SQL
2 21 (65.63%) Data Warehouse
2 21 (65.63%) SQL Server Integration Services
3 19 (59.38%) SQL Server
4 16 (50.00%) Microsoft
5 15 (46.88%) Business Intelligence
6 12 (37.50%) Data Modelling
7 11 (34.38%) Kimball Methodology
8 10 (31.25%) SQL Server 2012
8 10 (31.25%) SQL Server Reporting Services
9 8 (25.00%) T-SQL
9 8 (25.00%) Big Data
10 7 (21.88%) SQL Server Analysis Services
10 7 (21.88%) Security Cleared
11 6 (18.75%) Hadoop
11 6 (18.75%) Apache Hive
11 6 (18.75%) HBase
11 6 (18.75%) SQL Server 2014
11 6 (18.75%) Unix
11 6 (18.75%) Finance
12 5 (15.63%) Ab Initio
12 5 (15.63%) Informatica
12 5 (15.63%) NHS
12 5 (15.63%) DataStage
12 5 (15.63%) SAS
12 5 (15.63%) Python
12 5 (15.63%) C#
12 5 (15.63%) XML
12 5 (15.63%) Apache Spark
12 5 (15.63%) MapReduce

ETL
Top Related 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 5 (15.63%) Apache Spark
1 5 (15.63%) Confluence
1 5 (15.63%) SAS
2 2 (6.25%) SharePoint
Applications
1 2 (6.25%) MS Excel
2 1 (3.13%) MS Office
2 1 (3.13%) Spreadsheet
Cloud Services
1 1 (3.13%) Microsoft Azure
Database & Business Intelligence
1 21 (65.63%) Data Warehouse
1 21 (65.63%) SQL Server Integration Services
2 19 (59.38%) SQL Server
3 10 (31.25%) SQL Server 2012
3 10 (31.25%) SQL Server Reporting Services
4 8 (25.00%) Big Data
5 7 (21.88%) SQL Server Analysis Services
6 6 (18.75%) Apache Hive
6 6 (18.75%) Hadoop
6 6 (18.75%) HBase
6 6 (18.75%) SQL Server 2014
7 5 (15.63%) DataStage
8 4 (12.50%) Data Lake
8 4 (12.50%) SQL Server 2000
9 3 (9.38%) BusinessObjects
10 2 (6.25%) Pentaho
10 2 (6.25%) Power BI
10 2 (6.25%) QlikView
10 2 (6.25%) Spark SQL
11 1 (3.13%) Oracle Database 11g
Development Applications
1 5 (15.63%) JIRA
2 1 (3.13%) Team Foundation Server
2 1 (3.13%) Visual Studio
General
1 6 (18.75%) Finance
2 3 (9.38%) Banking
3 1 (3.13%) Advertising
3 1 (3.13%) Manufacturing
3 1 (3.13%) Retail
Job Titles
1 18 (56.25%) Developer
2 13 (40.63%) SSIS Developer
3 12 (37.50%) Data Warehouse Developer
3 12 (37.50%) ETL Developer
4 11 (34.38%) SQL Developer
5 6 (18.75%) Analyst
5 6 (18.75%) Data Analyst
6 5 (15.63%) Big Data Analyst
6 5 (15.63%) Consultant
6 5 (15.63%) SQL Server Data Warehouse Developer
6 5 (15.63%) SQL Server Developer
7 4 (12.50%) Data Consultant
7 4 (12.50%) DBA
7 4 (12.50%) SQL DBA
8 3 (9.38%) Business Intelligence Developer
8 3 (9.38%) Data Warehouse Consultant
8 3 (9.38%) ETL Analyst
8 3 (9.38%) ETL Consultant
8 3 (9.38%) SQL Server DBA
8 3 (9.38%) Unix Analyst
Libraries, Frameworks & Software Standards
1 5 (15.63%) XML
2 3 (9.38%) MDX
3 2 (6.25%) Apache Tez
4 1 (3.13%) .NET
Miscellaneous
1 5 (15.63%) NHS
2 3 (9.38%) Replication
3 2 (6.25%) Fintech
4 1 (3.13%) Analytical Skills
4 1 (3.13%) Clustering
4 1 (3.13%) FMCG
4 1 (3.13%) Reference Data
Operating Systems
1 6 (18.75%) Unix
2 1 (3.13%) Windows
2 1 (3.13%) Windows Server
2 1 (3.13%) Windows Server 2003
2 1 (3.13%) Windows Server 2012
Processes & Methodologies
1 15 (46.88%) Business Intelligence
2 12 (37.50%) Data Modelling
3 11 (34.38%) Kimball Methodology
4 5 (15.63%) MapReduce
5 2 (6.25%) Data Cleansing
5 2 (6.25%) Data Management
5 2 (6.25%) Performance Tuning
6 1 (3.13%) Agile Software Development
6 1 (3.13%) Business Analysis
6 1 (3.13%) Continuous Delivery
6 1 (3.13%) Data Analysis
6 1 (3.13%) Data Migration
6 1 (3.13%) ERP
6 1 (3.13%) ETL Development
6 1 (3.13%) ITIL
6 1 (3.13%) Logical Data Model
6 1 (3.13%) Master Data Management
6 1 (3.13%) Migration
6 1 (3.13%) PLM
6 1 (3.13%) Scrum
Programming Languages
1 23 (71.88%) SQL
2 8 (25.00%) T-SQL
3 5 (15.63%) C#
3 5 (15.63%) Python
4 3 (9.38%) Data Analysis Expressions (DAX)
4 3 (9.38%) Perl
4 3 (9.38%) PL/SQL
5 1 (3.13%) VB.NET
5 1 (3.13%) VBA
Qualifications
1 7 (21.88%) Security Cleared
2 2 (6.25%) Microsoft Certification
3 1 (3.13%) Degree
3 1 (3.13%) SC Cleared
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
System Software
1 3 (9.38%) HDFS
Systems Management
1 1 (3.13%) Microsoft Clustering
Vendors
1 16 (50.00%) Microsoft
2 5 (15.63%) Ab Initio
2 5 (15.63%) Informatica
3 4 (12.50%) Oracle
4 1 (3.13%) DevExpress
4 1 (3.13%) Tableau