The table below looks at the statistics for ETL skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 30 September 2016 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
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 56 57 49
Rank change year-on-year
+1 -8
Contract jobs citing ETL 72 79 52
As % of all contract IT jobs located in West Yorkshire 3.80% 3.46% 3.15%
As % of the Processes & Methodologies category 4.50% 4.16% 4.03%
Number of daily rates quoted 38 64 32
Median daily rate £375 £378 £338
Median daily rate % change year-on-year
-0.66% +11.85%
90% offered a daily rate of more than £320 £263 £228
10% offered a daily rate of more than £470 £600 £475
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
Yorkshire

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

Processes & Methodologies Category
West Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1599 1901 1291
As % of all contract IT jobs located in West Yorkshire 84.38% 83.19% 78.20%
Number of daily rates quoted 1046 1307 797
Median daily rate £420 £375 £360
Median daily rate % change year-on-year
+12.00% +4.16%
90% offered a daily rate of more than £300 £275 £225
10% offered a daily rate of more than £525 £515 £502
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 32 49 26
Median hourly rate £14.50 £15.00 £14.50
Median hourly rate % change year-on-year
-3.33% +3.44%
90% offered a hourly rate of more than £11.70 £10.66 £10.00
10% offered a hourly rate of more than £31.05 £37.04 £50.00
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

ETL
Jobs Demand Trend in West Yorkshire

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

ETL Jobs Demand Trend in West Yorkshire

ETL
Daily Rate Trend in West Yorkshire

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

ETL Daily Rate Trend in West Yorkshire

ETL
Daily Rate Histogram in West Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the West Yorkshire region over the 3 months to 30 September 2016.

ETL Daily Rate Histogram in West Yorkshire

ETL
Hourly Rate Trend in West Yorkshire

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

ETL Hourly Rate Trend in West Yorkshire

ETL
Contract Job Locations in West 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 West Yorkshire region over the 3 months to 30 September 2016. 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
(Click see detailed
statistics and trends)
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
Leeds -8 32 £348 -15.75% 8
Bradford +22 31 £420 +12.00%
Halifax +5 2 £315 -17.10% 1
Huddersfield +3 1 £501 -
Wakefield - 1 £488 -
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 30 September 2016, 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 West Yorkshire region with a requirement for ETL.

1 73 (66.97%) Data Warehouse
2 49 (44.95%) SQL
3 45 (41.28%) Agile Software Development
4 42 (38.53%) Oracle
5 41 (37.61%) SQL Server
6 38 (34.86%) Data Modelling
7 37 (33.94%) SQL Server Integration Services
8 33 (30.28%) Netezza
9 32 (29.36%) Oracle ODI
10 31 (28.44%) Dimensional Modelling
10 31 (28.44%) RAD
11 24 (22.02%) Business Intelligence
12 23 (21.10%) ETL Development
13 22 (20.18%) SQL Server Analysis Services
14 19 (17.43%) SQL Server Reporting Services
15 17 (15.60%) SAS
15 17 (15.60%) T-SQL
16 16 (14.68%) Finance
17 15 (13.76%) Microsoft
17 15 (13.76%) Performance Tuning
18 13 (11.93%) Kimball Methodology
18 13 (11.93%) Migration
19 12 (11.01%) OLAP
19 12 (11.01%) MDX
20 10 (9.17%) Data Migration
21 9 (8.26%) Microsoft Analysis Services
22 8 (7.34%) Unix
22 8 (7.34%) Power BI
23 7 (6.42%) SQL Server 2014
23 7 (6.42%) SAS Data Integration Studio

ETL
Top Related IT Skills in West 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 17 (15.60%) SAS
Applications
1 2 (1.83%) MS Excel
1 2 (1.83%) MS Office
1 2 (1.83%) MS PowerPoint
Business Applications
1 1 (0.92%) Cognos Planning
1 1 (0.92%) FLEXCUBE
1 1 (0.92%) Temenos T24
1 1 (0.92%) VisionPLUS
Cloud Services
1 4 (3.67%) Microsoft Azure
2 2 (1.83%) Amazon AWS
3 1 (0.92%) Office 365
Communications & Networking
1 1 (0.92%) Network Security
Database & Business Intelligence
1 73 (66.97%) Data Warehouse
2 41 (37.61%) SQL Server
3 37 (33.94%) SQL Server Integration Services
4 32 (29.36%) Oracle ODI
5 22 (20.18%) SQL Server Analysis Services
6 19 (17.43%) SQL Server Reporting Services
7 12 (11.01%) OLAP
8 9 (8.26%) Microsoft Analysis Services
9 8 (7.34%) Power BI
10 7 (6.42%) SAS Data Integration Studio
10 7 (6.42%) SQL Server 2014
11 6 (5.50%) BusinessObjects
11 6 (5.50%) Hadoop
11 6 (5.50%) SQL Server 2012
12 5 (4.59%) SAS Enterprise Guide
12 5 (4.59%) SQL Server 2008
13 4 (3.67%) NoSQL
13 4 (3.67%) Relational Database
14 3 (2.75%) Apache Cassandra
14 3 (2.75%) SSDT
Development Applications
1 4 (3.67%) Visual Studio
2 3 (2.75%) SQL Server Management Studio (SSMS)
3 1 (0.92%) CruiseControl
3 1 (0.92%) Cucumber
3 1 (0.92%) HP UFT
3 1 (0.92%) Hudson
3 1 (0.92%) JBehave
3 1 (0.92%) Jenkins
3 1 (0.92%) JIRA
3 1 (0.92%) JIRA Agile
3 1 (0.92%) JMeter
3 1 (0.92%) LoadRunner
3 1 (0.92%) Maven
3 1 (0.92%) Rational Functional Tester
3 1 (0.92%) Rational Performance Tester
3 1 (0.92%) Selenium
3 1 (0.92%) VersionOne
General
1 16 (14.68%) Finance
2 7 (6.42%) Banking
3 5 (4.59%) Games
3 5 (4.59%) Retail
4 1 (0.92%) Retail Banking
Job Titles
1 70 (64.22%) Developer
2 37 (33.94%) ETL Developer
3 25 (22.94%) Oracle Developer
4 24 (22.02%) Oracle ETL Developer
5 22 (20.18%) Designer
5 22 (20.18%) ETL Designer
6 13 (11.93%) Analyst
6 13 (11.93%) Business Intelligence Developer
7 12 (11.01%) SQL Developer
8 9 (8.26%) ETL Tester
8 9 (8.26%) Tester
9 8 (7.34%) SSIS Developer
10 7 (6.42%) SAS Developer
11 6 (5.50%) DBA
11 6 (5.50%) Project Manager
12 5 (4.59%) Consultant
12 5 (4.59%) Data Analyst
12 5 (4.59%) SSAS Developer
13 4 (3.67%) Technical Manager
13 4 (3.67%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 12 (11.01%) MDX
2 6 (5.50%) XML
3 2 (1.83%) .NET
4 1 (0.92%) HTML
4 1 (0.92%) Web Services
Miscellaneous
1 6 (5.50%) Data Integration
2 5 (4.59%) Analytical Skills
2 5 (4.59%) Credit Risk
3 2 (1.83%) NHS
3 2 (1.83%) Online Games
3 2 (1.83%) Visualisation
4 1 (0.92%) Clustering
4 1 (0.92%) Data Extraction
4 1 (0.92%) Data Structures
4 1 (0.92%) Digital Media
4 1 (0.92%) Enterprise Software
4 1 (0.92%) Mainframe
4 1 (0.92%) Management Information System
Operating Systems
1 8 (7.34%) Unix
2 6 (5.50%) Linux
3 4 (3.67%) Windows
4 1 (0.92%) AIX
4 1 (0.92%) Android
4 1 (0.92%) Red Hat Enterprise Linux
4 1 (0.92%) Windows Server
4 1 (0.92%) Windows Server 2003
4 1 (0.92%) Windows Server 2008
Processes & Methodologies
1 45 (41.28%) Agile Software Development
2 38 (34.86%) Data Modelling
3 31 (28.44%) Dimensional Modelling
3 31 (28.44%) RAD
4 24 (22.02%) Business Intelligence
5 23 (21.10%) ETL Development
6 15 (13.76%) Performance Tuning
7 13 (11.93%) Kimball Methodology
7 13 (11.93%) Migration
8 10 (9.17%) Data Migration
9 7 (6.42%) Business Transformation
9 7 (6.42%) Stakeholder Management
10 6 (5.50%) Continuous Integration
11 5 (4.59%) Unit Testing
12 4 (3.67%) Data Management
12 4 (3.67%) Service Delivery
12 4 (3.67%) User Acceptance Testing
13 3 (2.75%) Continuous Deployment
13 3 (2.75%) Data Mapping
14 2 (1.83%) System Testing
Programming Languages
1 49 (44.95%) SQL
2 17 (15.60%) T-SQL
3 4 (3.67%) PL/SQL
4 3 (2.75%) Java
4 3 (2.75%) JavaScript
4 3 (2.75%) Shell Script
4 3 (2.75%) VBA
5 1 (0.92%) C#
5 1 (0.92%) Perl
5 1 (0.92%) PHP
5 1 (0.92%) Python
Qualifications
1 4 (3.67%) Degree
2 3 (2.75%) Security Cleared
3 1 (0.92%) BPSS Clearance
3 1 (0.92%) MCITP
3 1 (0.92%) MCSE
3 1 (0.92%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.75%) Disclosure Scotland
System Software
1 1 (0.92%) Tivoli Workload Scheduler
Systems Management
1 3 (2.75%) Data Guard
1 3 (2.75%) Oracle RMAN
2 1 (0.92%) HP Quality Center
2 1 (0.92%) Microsoft Data Protection Manager
2 1 (0.92%) Tivoli
Vendors
1 42 (38.53%) Oracle
2 33 (30.28%) Netezza
3 15 (13.76%) Microsoft
4 4 (3.67%) Tableau
5 3 (2.75%) SAP
6 2 (1.83%) Ab Initio
6 2 (1.83%) Cognos
6 2 (1.83%) Informatica
6 2 (1.83%) Sybase
7 1 (0.92%) Calypso
7 1 (0.92%) Guidewire
7 1 (0.92%) HP
7 1 (0.92%) IBM
7 1 (0.92%) Rally
7 1 (0.92%) Splunk
7 1 (0.92%) Temenos
7 1 (0.92%) Teradata