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 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)
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 73 50 62
Rank change year-on-year -23 +12  
Contract jobs citing ETL 15 48 28
As % of all contract IT jobs advertised in Leeds 1.48% 3.32% 2.38%
As % of the Processes & Methodologies category 1.72% 3.90% 2.73%
Number of daily rates quoted 10 43 23
Median daily rate £343 £350 £375
Median daily rate % change year-on-year -2.14% -6.66%  
90% offered a daily rate of more than £275 £312 £303
10% offered a daily rate of more than £410 £479 £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 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 870 1231 1026
As % of all contract IT job vacancies advertised in Leeds 85.80% 85.25% 87.10%
Number of daily rates quoted 591 874 687
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 £310 £260
10% offered a daily rate of more than £550 £600 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 6 20 17
Median hourly rate £15.86 £13.00 £18.00
Median hourly rate % change year-on-year +22.00% -27.77%  
90% offered a hourly rate of more than £12.38 £10.20 £12.94
10% offered a hourly rate of more than £40.00 £19.46 £35.00
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

ETL
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds 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 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 Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing ETL in Leeds over the 3 months to 28 March 2017.

Contractor daily rate histogram 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 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 Leeds region with a requirement for ETL.

1 36 (70.59%) SQL
2 33 (64.71%) SQL Server Integration Services
3 30 (58.82%) SQL Server
4 25 (49.02%) Microsoft
5 23 (45.10%) SQL Server 2014
6 22 (43.14%) T-SQL
7 21 (41.18%) Data Warehouse
7 21 (41.18%) SQL Server 2012
8 18 (35.29%) SQL Server Reporting Services
9 16 (31.37%) SQL Server 2008
10 15 (29.41%) Business Intelligence
11 11 (21.57%) SQL Server Analysis Services
12 10 (19.61%) Migration
13 9 (17.65%) Kimball Methodology
14 8 (15.69%) Performance Tuning
14 8 (15.69%) DB2
15 7 (13.73%) Replication
16 6 (11.76%) Power BI
16 6 (11.76%) Agile Software Development
17 5 (9.80%) DB2 UDB
17 5 (9.80%) Data Quality
17 5 (9.80%) AWK
17 5 (9.80%) Change Management
17 5 (9.80%) Disaster Recovery
17 5 (9.80%) Tivoli Storage Manager
17 5 (9.80%) HACMP
17 5 (9.80%) Configuration Management
17 5 (9.80%) OLTP
17 5 (9.80%) NetApp
17 5 (9.80%) Data Modelling

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 2 (3.92%) SharePoint
2 1 (1.96%) ArcGIS
2 1 (1.96%) GeoServer
Applications
1 5 (9.80%) MS Excel
Cloud Services
1 3 (5.88%) Microsoft Azure
2 1 (1.96%) Amazon AWS
Database & Business Intelligence
1 33 (64.71%) SQL Server Integration Services
2 30 (58.82%) SQL Server
3 23 (45.10%) SQL Server 2014
4 21 (41.18%) Data Warehouse
4 21 (41.18%) SQL Server 2012
5 18 (35.29%) SQL Server Reporting Services
6 16 (31.37%) SQL Server 2008
7 11 (21.57%) SQL Server Analysis Services
8 8 (15.69%) DB2
9 6 (11.76%) Power BI
10 5 (9.80%) DB2 UDB
10 5 (9.80%) OLTP
11 4 (7.84%) Big Data
11 4 (7.84%) Hadoop
11 4 (7.84%) OLAP
12 3 (5.88%) IBM InfoSphere
13 2 (3.92%) Microsoft Analysis Services
13 2 (3.92%) QlikView
13 2 (3.92%) SQL Server 2000
14 1 (1.96%) BusinessObjects
Development Applications
1 1 (1.96%) Team Foundation Server
General
1 4 (7.84%) Finance
2 3 (5.88%) Billing
2 3 (5.88%) Retail
3 1 (1.96%) Marketing
Job Titles
1 30 (58.82%) Developer
2 20 (39.22%) SQL Developer
3 15 (29.41%) SSIS Developer
4 11 (21.57%) ETL Developer
5 8 (15.69%) Business Intelligence Developer
5 8 (15.69%) DBA
6 7 (13.73%) Data Warehouse Developer
6 7 (13.73%) T-SQL Developer
7 6 (11.76%) SSAS Developer
8 5 (9.80%) Administrator
8 5 (9.80%) DB2 DBA
9 4 (7.84%) Consultant
9 4 (7.84%) DB2 Administrator
9 4 (7.84%) SSRS Developer
10 3 (5.88%) Analyst
10 3 (5.88%) Data Consultant
10 3 (5.88%) Data Engineer
10 3 (5.88%) Hadoop Engineer
10 3 (5.88%) SQL DBA
10 3 (5.88%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 4 (7.84%) MDX
2 2 (3.92%) .NET
3 1 (1.96%) ASP.NET
3 1 (1.96%) CSS
3 1 (1.96%) HTML
3 1 (1.96%) PostGIS
3 1 (1.96%) XML
Miscellaneous
1 7 (13.73%) Replication
2 5 (9.80%) HACMP
3 4 (7.84%) Analytical Skills
3 4 (7.84%) Management Information System
4 2 (3.92%) Computer Science
4 2 (3.92%) Fintech
5 1 (1.96%) Clustering
Operating Systems
1 5 (9.80%) Unix
1 5 (9.80%) Windows
Processes & Methodologies
1 15 (29.41%) Business Intelligence
2 10 (19.61%) Migration
3 9 (17.65%) Kimball Methodology
4 8 (15.69%) Performance Tuning
5 6 (11.76%) Agile Software Development
6 5 (9.80%) Change Management
6 5 (9.80%) Configuration Management
6 5 (9.80%) Data Modelling
6 5 (9.80%) Disaster Recovery
7 4 (7.84%) Data Migration
7 4 (7.84%) Stakeholder Management
8 3 (5.88%) Complex ETL
8 3 (5.88%) Data Integration
8 3 (5.88%) ETL Development
9 2 (3.92%) Business Analysis
9 2 (3.92%) Capacity Management
9 2 (3.92%) Data Ingestion
9 2 (3.92%) Mentoring
9 2 (3.92%) Performance Management
9 2 (3.92%) Statistical Analysis
Programming Languages
1 36 (70.59%) SQL
2 22 (43.14%) T-SQL
3 5 (9.80%) AWK
4 3 (5.88%) Python
5 2 (3.92%) C
5 2 (3.92%) PL/SQL
5 2 (3.92%) R
6 1 (1.96%) C#
6 1 (1.96%) Data Analysis Expressions (DAX)
6 1 (1.96%) JavaScript
6 1 (1.96%) PowerShell
6 1 (1.96%) VB.NET
6 1 (1.96%) VBA
Qualifications
1 2 (3.92%) Degree
1 2 (3.92%) Microsoft Certification
1 2 (3.92%) SC Cleared
1 2 (3.92%) Security Cleared
Quality Assurance & Compliance
1 5 (9.80%) Data Quality
2 1 (1.96%) IFRS
2 1 (1.96%) IFRS 9
2 1 (1.96%) QA
Systems Management
1 5 (9.80%) Tivoli Storage Manager
Vendors
1 25 (49.02%) Microsoft
2 5 (9.80%) NetApp
3 4 (7.84%) Oracle
4 3 (5.88%) Cloudera
4 3 (5.88%) IBM
4 3 (5.88%) SAP
5 2 (3.92%) CA
5 2 (3.92%) Hortonworks
5 2 (3.92%) Tableau
6 1 (1.96%) ESRI
6 1 (1.96%) Google
6 1 (1.96%) Splunk