The table below looks at the statistics for ETL skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Rank 62 57 53
Rank change year-on-year
-5 -4
Contract jobs citing ETL 25 39 39
As % of all contract IT jobs located in Leeds 2.26% 2.77% 3.36%
As % of the Processes & Methodologies category 2.68% 3.27% 3.87%
Number of daily rates quoted 16 36 31
Median daily rate £360 £350 £375
Median daily rate % change year-on-year
+2.85% -6.66%
90% offered a daily rate of more than £311 £305 £313
10% offered a daily rate of more than £475 £500 £535
UK excluding London median daily rate £403 £400 £395
% change year-on-year
+0.62% +1.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.50
% change year-on-year
-28.57% +53.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
932 1191 1008
As % of all contract IT jobs located in Leeds 84.42% 84.65% 86.97%
Number of daily rates quoted 607 821 715
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £313 £300 £265
10% offered a daily rate of more than £550 £575 £560
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 12 18 12
Median hourly rate £13.25 £15.25 £18.00
Median hourly rate % change year-on-year
-13.11% -15.27%
90% offered a hourly rate of more than £11.73 £10.20 £11.75
10% offered a hourly rate of more than £15.87 £19.44 £29.80
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

ETL
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Leeds

ETL
Daily Rate Trend in Leeds

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

ETL Daily Rate Trend in Leeds

ETL
Daily Rate Histogram in Leeds

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Leeds region over the 3 months to 20 February 2017.

ETL Daily Rate Histogram in Leeds

ETL
Hourly Rate Trend in Leeds

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

ETL Hourly Rate Trend in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 20 February 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 41 (71.93%) SQL
2 39 (68.42%) SQL Server Integration Services
3 36 (63.16%) SQL Server
4 25 (43.86%) Microsoft
5 24 (42.11%) Data Warehouse
6 23 (40.35%) T-SQL
6 23 (40.35%) SQL Server 2014
7 21 (36.84%) SQL Server 2012
8 17 (29.82%) SQL Server Reporting Services
9 16 (28.07%) SQL Server 2008
9 16 (28.07%) Business Intelligence
10 14 (24.56%) Performance Tuning
11 13 (22.81%) SQL Server Analysis Services
12 12 (21.05%) Kimball Methodology
13 10 (17.54%) Migration
14 9 (15.79%) OLAP
14 9 (15.79%) Agile Software Development
15 8 (14.04%) DB2
15 8 (14.04%) ETL Development
16 7 (12.28%) Data Modelling
16 7 (12.28%) Replication
16 7 (12.28%) Microsoft Analysis Services
16 7 (12.28%) MDX
17 5 (8.77%) Power BI
17 5 (8.77%) Data Quality
17 5 (8.77%) AWK
17 5 (8.77%) DB2 UDB
17 5 (8.77%) Change Management
17 5 (8.77%) Disaster Recovery
17 5 (8.77%) NetApp

ETL
Top Related 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 (1.75%) ArcGIS
1 1 (1.75%) GeoServer
1 1 (1.75%) SharePoint
Applications
1 4 (7.02%) MS Excel
Business Applications
1 1 (1.75%) FLEXCUBE
1 1 (1.75%) Temenos T24
1 1 (1.75%) VisionPLUS
Cloud Services
1 3 (5.26%) Microsoft Azure
2 1 (1.75%) Amazon AWS
Database & Business Intelligence
1 39 (68.42%) SQL Server Integration Services
2 36 (63.16%) SQL Server
3 24 (42.11%) Data Warehouse
4 23 (40.35%) SQL Server 2014
5 21 (36.84%) SQL Server 2012
6 17 (29.82%) SQL Server Reporting Services
7 16 (28.07%) SQL Server 2008
8 13 (22.81%) SQL Server Analysis Services
9 9 (15.79%) OLAP
10 8 (14.04%) DB2
11 7 (12.28%) Microsoft Analysis Services
12 5 (8.77%) DB2 UDB
12 5 (8.77%) OLTP
12 5 (8.77%) Power BI
13 4 (7.02%) Big Data
13 4 (7.02%) Hadoop
14 3 (5.26%) IBM InfoSphere
15 1 (1.75%) Apache Hive
15 1 (1.75%) Oracle Database
15 1 (1.75%) Relational Database
Development Applications
1 1 (1.75%) CruiseControl
1 1 (1.75%) Cucumber
1 1 (1.75%) HP UFT
1 1 (1.75%) Hudson
1 1 (1.75%) JBehave
1 1 (1.75%) Jenkins
1 1 (1.75%) JIRA
1 1 (1.75%) JIRA Agile
1 1 (1.75%) JMeter
1 1 (1.75%) LoadRunner
1 1 (1.75%) Maven
1 1 (1.75%) Rational Functional Tester
1 1 (1.75%) Rational Performance Tester
1 1 (1.75%) Selenium
1 1 (1.75%) Team Foundation Server
1 1 (1.75%) VersionOne
General
1 4 (7.02%) Finance
2 3 (5.26%) Billing
3 2 (3.51%) Retail
4 1 (1.75%) Games
Job Titles
1 34 (59.65%) Developer
2 19 (33.33%) SQL Developer
3 15 (26.32%) SSIS Developer
4 12 (21.05%) ETL Developer
5 9 (15.79%) DBA
6 8 (14.04%) Business Intelligence Developer
7 7 (12.28%) Data Warehouse Developer
8 6 (10.53%) SSAS Developer
8 6 (10.53%) T-SQL Developer
9 5 (8.77%) Administrator
9 5 (8.77%) DB2 DBA
10 4 (7.02%) Consultant
10 4 (7.02%) DB2 Administrator
10 4 (7.02%) SQL DBA
11 3 (5.26%) Analyst
11 3 (5.26%) Data Consultant
11 3 (5.26%) Data Engineer
11 3 (5.26%) Data Quality Consultant
11 3 (5.26%) Hadoop Engineer
11 3 (5.26%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 7 (12.28%) MDX
2 2 (3.51%) HTML
3 1 (1.75%) .NET
3 1 (1.75%) ASP.NET
3 1 (1.75%) CSS
3 1 (1.75%) PostGIS
Miscellaneous
1 7 (12.28%) Replication
2 5 (8.77%) HACMP
3 4 (7.02%) Analytical Skills
3 4 (7.02%) Management Information System
4 2 (3.51%) Computer Science
4 2 (3.51%) Fintech
4 2 (3.51%) NHS
5 1 (1.75%) Clustering
5 1 (1.75%) Mainframe
5 1 (1.75%) Online Games
Operating Systems
1 5 (8.77%) Unix
1 5 (8.77%) Windows
Processes & Methodologies
1 16 (28.07%) Business Intelligence
2 14 (24.56%) Performance Tuning
3 12 (21.05%) Kimball Methodology
4 10 (17.54%) Migration
5 9 (15.79%) Agile Software Development
6 8 (14.04%) ETL Development
7 7 (12.28%) Data Modelling
8 5 (8.77%) Change Management
8 5 (8.77%) Configuration Management
8 5 (8.77%) Disaster Recovery
9 4 (7.02%) Data Migration
9 4 (7.02%) Stakeholder Management
10 3 (5.26%) Data Integration
10 3 (5.26%) Scrum
11 2 (3.51%) Business Analysis
11 2 (3.51%) Data Management
11 2 (3.51%) Performance Management
11 2 (3.51%) Project Management
11 2 (3.51%) Statistical Analysis
11 2 (3.51%) Visualisation
Programming Languages
1 41 (71.93%) SQL
2 23 (40.35%) T-SQL
3 5 (8.77%) AWK
4 3 (5.26%) Python
5 2 (3.51%) C
5 2 (3.51%) PL/SQL
5 2 (3.51%) R
6 1 (1.75%) Data Analysis Expressions (DAX)
6 1 (1.75%) Java
6 1 (1.75%) JavaScript
6 1 (1.75%) PowerShell
6 1 (1.75%) VBA
Qualifications
1 4 (7.02%) Degree
2 3 (5.26%) Security Cleared
3 2 (3.51%) Microsoft Certification
4 1 (1.75%) BPSS Clearance
4 1 (1.75%) SC Cleared
Quality Assurance & Compliance
1 5 (8.77%) Data Quality
2 3 (5.26%) Disclosure Scotland
3 1 (1.75%) IFRS
3 1 (1.75%) IFRS 9
3 1 (1.75%) QA
Systems Management
1 5 (8.77%) Tivoli Storage Manager
Vendors
1 25 (43.86%) Microsoft
2 5 (8.77%) NetApp
3 4 (7.02%) IBM
3 4 (7.02%) Oracle
4 3 (5.26%) Cloudera
4 3 (5.26%) SAP
4 3 (5.26%) Tableau
5 2 (3.51%) CA
5 2 (3.51%) Hortonworks
6 1 (1.75%) CA Agile Central
6 1 (1.75%) Calypso
6 1 (1.75%) ESRI
6 1 (1.75%) Google
6 1 (1.75%) Guidewire
6 1 (1.75%) HP
6 1 (1.75%) Splunk
6 1 (1.75%) Temenos