The following table provides summary statistics for contract job vacancies advertised in Leeds 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 28 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)
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 61 87 52
Rank change year-on-year +26 -35  
Contract jobs citing ETL 26 21 55
As % of all contract IT jobs advertised in Leeds 2.36% 1.42% 3.60%
As % of the Processes & Methodologies category 2.68% 1.60% 4.15%
Number of daily rates quoted 13 19 51
Median daily rate £375 £390 £385
Median daily rate % change year-on-year -3.84% +1.29%  
90% offered a daily rate of more than £320 £306 £280
10% offered a daily rate of more than £438 £440 £530
UK excluding London median daily rate £405 £400 £397
% change year-on-year +1.31% +0.75%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £20.50 £31.50
% change year-on-year +168.29% -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 Leeds with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Leeds
Contract job vacancies with a requirement for process and methodology skills 971 1315 1326
As % of all contract IT job vacancies advertised in Leeds 88.03% 88.73% 86.78%
Number of daily rates quoted 2667 3958 4256
Median daily rate £413 £425 £350
Median daily rate % change year-on-year -2.94% +21.42%  
90% offered a daily rate of more than £308 £310 £263
10% offered a daily rate of more than £550 £575 £530
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 20 21 43
Median hourly rate £15.25 £14.50 £17.50
Median hourly rate % change year-on-year +5.17% -17.14%  
90% offered a hourly rate of more than £12.00 £10.20 £9.80
10% offered a hourly rate of more than £25.86 £180.00 £187.50
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 Leeds

Job postings citing ETL as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for ETL in Leeds

ETL
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for ETL in Leeds

ETL
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for ETL in Leeds

For the 6 months to 28 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 Leeds region with a requirement for ETL.

1 28 (68.29%) SQL
2 23 (56.10%) SQL Server
3 19 (46.34%) SQL Server Integration Services
4 17 (41.46%) Data Integration
4 17 (41.46%) Data Warehouse
5 14 (34.15%) Microsoft
6 13 (31.71%) T-SQL
6 13 (31.71%) SQL Server Reporting Services
7 11 (26.83%) Data Modelling
7 11 (26.83%) Migration
8 10 (24.39%) Business Intelligence
8 10 (24.39%) SQL Server Analysis Services
8 10 (24.39%) Data Quality
9 9 (21.95%) SQL Server 2012
10 8 (19.51%) MDX
11 7 (17.07%) Relational Database
11 7 (17.07%) Data Transformation
11 7 (17.07%) SQL Server 2014
11 7 (17.07%) Data Migration
11 7 (17.07%) Agile Software Development
11 7 (17.07%) Kimball Methodology
11 7 (17.07%) Shell Script
12 6 (14.63%) OLAP
12 6 (14.63%) Pentaho
12 6 (14.63%) Performance Tuning
12 6 (14.63%) ETL Development
13 5 (12.20%) Microsoft Analysis Services
13 5 (12.20%) Amazon AWS
13 5 (12.20%) SQL Server 2008
13 5 (12.20%) DB2

ETL
Co-occurring IT Skills in Leeds 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 1 (2.44%) Apache Spark
1 1 (2.44%) SAS
1 1 (2.44%) SharePoint
1 1 (2.44%) WebSphere
Applications
1 1 (2.44%) Microsoft Project
1 1 (2.44%) MS Visio
Cloud Services
1 5 (12.20%) Amazon AWS
2 1 (2.44%) Microsoft Azure
Database & Business Intelligence
1 23 (56.10%) SQL Server
2 19 (46.34%) SQL Server Integration Services
3 17 (41.46%) Data Warehouse
4 13 (31.71%) SQL Server Reporting Services
5 10 (24.39%) SQL Server Analysis Services
6 9 (21.95%) SQL Server 2012
7 7 (17.07%) Relational Database
7 7 (17.07%) SQL Server 2014
8 6 (14.63%) OLAP
8 6 (14.63%) Pentaho
9 5 (12.20%) DB2
9 5 (12.20%) Microsoft Analysis Services
9 5 (12.20%) SQL Server 2008
10 4 (9.76%) DataStage
10 4 (9.76%) IBM InfoSphere
10 4 (9.76%) RDBMS
10 4 (9.76%) SAP Data Services
10 4 (9.76%) Star Schema
11 3 (7.32%) Power BI
11 3 (7.32%) SSDT
Development Applications
1 3 (7.32%) SQL Server Management Studio (SSMS)
1 3 (7.32%) Visual Studio
2 1 (2.44%) Eclipse
2 1 (2.44%) JUnit
General
1 1 (2.44%) Finance
1 1 (2.44%) Marketing
1 1 (2.44%) Retail
Job Titles
1 26 (63.41%) Developer
2 13 (31.71%) ETL Developer
3 10 (24.39%) SQL Developer
4 8 (19.51%) SSAS Developer
5 6 (14.63%) Business Intelligence Developer
5 6 (14.63%) SSIS Developer
6 5 (12.20%) Pentaho Developer
7 4 (9.76%) Consultant
7 4 (9.76%) DataStage Consultant
8 3 (7.32%) Analyst
8 3 (7.32%) Data Migration Lead
8 3 (7.32%) Data Warehouse Developer
8 3 (7.32%) SQL BI Developer
8 3 (7.32%) SSRS Developer
8 3 (7.32%) Technical Leader
8 3 (7.32%) T-SQL Developer
9 2 (4.88%) Data Migration Developer
9 2 (4.88%) ETL Consultant
9 2 (4.88%) Microsoft BI Developer
9 2 (4.88%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 8 (19.51%) MDX
2 5 (12.20%) XML
3 3 (7.32%) .NET
4 1 (2.44%) ASP.NET Web API
4 1 (2.44%) CPAN
4 1 (2.44%) Hibernate
4 1 (2.44%) iBATIS
4 1 (2.44%) J2EE
4 1 (2.44%) Java EE
4 1 (2.44%) Spring
4 1 (2.44%) Web Services
4 1 (2.44%) WinForms
Miscellaneous
1 1 (2.44%) Analytical Skills
1 1 (2.44%) HACMP
1 1 (2.44%) iPad
1 1 (2.44%) NHS
1 1 (2.44%) Replication
Operating Systems
1 3 (7.32%) Unix
2 1 (2.44%) Linux
2 1 (2.44%) Windows
Processes & Methodologies
1 17 (41.46%) Data Integration
2 11 (26.83%) Data Modelling
2 11 (26.83%) Migration
3 10 (24.39%) Business Intelligence
4 7 (17.07%) Agile Software Development
4 7 (17.07%) Data Migration
4 7 (17.07%) Data Transformation
4 7 (17.07%) Kimball Methodology
5 6 (14.63%) ETL Development
5 6 (14.63%) Performance Tuning
6 4 (9.76%) Data Analysis
6 4 (9.76%) Data Cleansing
6 4 (9.76%) Data Governance
6 4 (9.76%) Data Mapping
6 4 (9.76%) Data Reconciliation
6 4 (9.76%) Scenario Testing
7 3 (7.32%) Complex ETL
7 3 (7.32%) Validation
8 2 (4.88%) Data Management
9 1 (2.44%) Business Analysis
Programming Languages
1 28 (68.29%) SQL
2 13 (31.71%) T-SQL
3 7 (17.07%) Shell Script
4 2 (4.88%) C#
4 2 (4.88%) PL/SQL
5 1 (2.44%) AWK
5 1 (2.44%) Data Analysis Expressions (DAX)
5 1 (2.44%) Java
5 1 (2.44%) Perl
5 1 (2.44%) Python
5 1 (2.44%) R
5 1 (2.44%) VB.NET
Qualifications
1 3 (7.32%) Security Cleared
2 2 (4.88%) SC Cleared
3 1 (2.44%) Degree
3 1 (2.44%) Master's Degree
Quality Assurance & Compliance
1 10 (24.39%) Data Quality
2 4 (9.76%) QA
3 1 (2.44%) IFRS
3 1 (2.44%) IFRS 9
Systems Management
1 1 (2.44%) Tivoli Storage Manager
Vendors
1 14 (34.15%) Microsoft
2 5 (12.20%) Oracle
3 4 (9.76%) SAP
4 2 (4.88%) IBM
4 2 (4.88%) Tableau
5 1 (2.44%) Cloudera
5 1 (2.44%) Informatica
5 1 (2.44%) NetApp
Leeds, West Yorkshire
Cloud Computing International
Rate: £500 - £650 per day + Expenses
Posted: 2 days ago
Leeds, West Yorkshire
Difrent
Rate: Up to £400 per day
Posted: 2 days ago
Leeds, West Yorkshire
People Source Consulting
Rate: £400 - £475 per day
Posted: Yesterday
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day
Posted: 2 days ago
Leeds
Real Staffing
Rate: £500 - £550 per day
Posted: 2 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £450.00 - £640.00 per day
Posted: 6 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £440.00 per day + up to £90 travel expenses
Posted: 6 days ago
Leeds, West Yorkshire
CPS Group UK
Rate: £500 - £550 per day + Expenses
Posted: 6 days ago