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 23 July 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
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 51 64
Rank change year-on-year
-38 +13
Contract jobs citing ETL 24 54 14
As % of all contract IT jobs located in Leeds 1.65% 3.33% 1.34%
As % of the Processes & Methodologies category 1.88% 3.90% 1.62%
Number of daily rates quoted 15 37 9
Median daily rate £400 £335 £313
Median daily rate % change year-on-year
+19.40% +7.20%
90% offered a daily rate of more than £344 £284 £295
10% offered a daily rate of more than £445 £475 £425
UK excluding London median daily rate £400 £390 £368
% change year-on-year
+2.56% +6.12%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £30.00 £37.80
% change year-on-year
-31.66% -20.63%
ETL
West 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 Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
1277 1385 866
As % of all contract IT jobs located in Leeds 88.01% 85.39% 83.11%
Number of daily rates quoted 890 1022 605
Median daily rate £425 £350 £338
Median daily rate % change year-on-year
+21.42% +3.70%
90% offered a daily rate of more than £320 £275 £220
10% offered a daily rate of more than £570 £520 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 10 26 14
Median hourly rate £14.50 £20.00 £13.00
Median hourly rate % change year-on-year
-27.50% +53.84%
90% offered a hourly rate of more than £9.99 £9.38 £8.06
10% offered a hourly rate of more than £46.20 £175.00 £16.00
UK excluding London median hourly rate £28.50 £30.00 £27.50
% change year-on-year
-5.00% +9.09%

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 23 July 2016.

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 23 July 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 Leeds region with a requirement for ETL.

1 46 (70.77%) SQL
2 33 (50.77%) SQL Server
3 27 (41.54%) Data Warehouse
4 24 (36.92%) Oracle
4 24 (36.92%) Microsoft
5 22 (33.85%) T-SQL
6 19 (29.23%) Business Intelligence
7 17 (26.15%) PL/SQL
8 15 (23.08%) Informatica
8 15 (23.08%) SQL Server Analysis Services
9 13 (20.00%) SQL Server Integration Services
10 12 (18.46%) Unit Testing
10 12 (18.46%) Agile Software Development
10 12 (18.46%) C++
11 11 (16.92%) SAS
11 11 (16.92%) Data Security
12 10 (15.38%) Migration
12 10 (15.38%) SQL Server Reporting Services
12 10 (15.38%) SQL Server 2012
12 10 (15.38%) Algorithms
12 10 (15.38%) ETL Development
13 9 (13.85%) Analytical Skills
13 9 (13.85%) SQL Server 2014
13 9 (13.85%) Velocity
13 9 (13.85%) Data Migration
13 9 (13.85%) Finance
13 9 (13.85%) Unix
13 9 (13.85%) Linux
14 8 (12.31%) Validation
14 8 (12.31%) Data Validation

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 11 (16.92%) SAS
2 7 (10.77%) SharePoint
Applications
1 6 (9.23%) MS Excel
1 6 (9.23%) MS Office
1 6 (9.23%) MS PowerPoint
1 6 (9.23%) MS Project
1 6 (9.23%) MS Visio
Business Applications
1 2 (3.08%) Dynamics CRM
2 1 (1.54%) Cognos Planning
Cloud Services
1 7 (10.77%) Microsoft Azure
2 1 (1.54%) Amazon AWS
Communications & Networking
1 3 (4.62%) Network Security
2 1 (1.54%) TCP/IP
Database & Business Intelligence
1 33 (50.77%) SQL Server
2 27 (41.54%) Data Warehouse
3 15 (23.08%) SQL Server Analysis Services
4 13 (20.00%) SQL Server Integration Services
5 10 (15.38%) SQL Server 2012
5 10 (15.38%) SQL Server Reporting Services
6 9 (13.85%) SQL Server 2014
7 7 (10.77%) Azure SQL Database
7 7 (10.77%) Hadoop
7 7 (10.77%) MS Access
8 6 (9.23%) Data Mining
8 6 (9.23%) Oracle Database
9 5 (7.69%) Apache Cassandra
9 5 (7.69%) DB2
9 5 (7.69%) NoSQL
9 5 (7.69%) Relational Database
10 3 (4.62%) Base SAS
10 3 (4.62%) Power BI
10 3 (4.62%) SQL Server 2008
11 2 (3.08%) Pentaho
Development Applications
1 3 (4.62%) Visual Studio
2 1 (1.54%) ERwin
2 1 (1.54%) SoapUI
2 1 (1.54%) SQL Server Management Studio (SSMS)
2 1 (1.54%) Team Foundation Server
General
1 9 (13.85%) Finance
2 5 (7.69%) Games
3 2 (3.08%) Billing
3 2 (3.08%) Telecoms
4 1 (1.54%) Advertising
4 1 (1.54%) Back Office
4 1 (1.54%) Banking
4 1 (1.54%) Legal
4 1 (1.54%) Retail
Job Titles
1 37 (56.92%) Developer
2 15 (23.08%) ETL Developer
3 10 (15.38%) Business Intelligence Developer
4 8 (12.31%) SQL Developer
5 7 (10.77%) DBA
6 6 (9.23%) Analyst
6 6 (9.23%) Project Manager
7 5 (7.69%) Architect
7 5 (7.69%) Informatica Developer
7 5 (7.69%) Informatica ETL Developer
8 4 (6.15%) Administrator
8 4 (6.15%) Technical Manager
8 4 (6.15%) Technical Project Manager
9 3 (4.62%) Business Intelligence Specialist
9 3 (4.62%) Consultant
9 3 (4.62%) Development Specialist
9 3 (4.62%) Oracle DBA
9 3 (4.62%) Oracle Developer
9 3 (4.62%) SAS Developer
9 3 (4.62%) Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (13.85%) Velocity
2 4 (6.15%) .NET
2 4 (6.15%) Web Services
3 1 (1.54%) MDX
3 1 (1.54%) REST
3 1 (1.54%) SOAP
3 1 (1.54%) XML
Miscellaneous
1 10 (15.38%) Algorithms
2 9 (13.85%) Analytical Skills
3 6 (9.23%) Data Integration
4 3 (4.62%) Digital Media
5 2 (3.08%) Credit Risk
5 2 (3.08%) NHS
6 1 (1.54%) Clustering
6 1 (1.54%) CMDB
6 1 (1.54%) Data Extraction
6 1 (1.54%) Data Structures
6 1 (1.54%) Management Information System
6 1 (1.54%) Visualisation
Operating Systems
1 9 (13.85%) Linux
1 9 (13.85%) Unix
2 3 (4.62%) Red Hat Enterprise Linux
3 2 (3.08%) AIX
3 2 (3.08%) Windows
4 1 (1.54%) Android
4 1 (1.54%) Windows Server
4 1 (1.54%) Windows Server 2003
4 1 (1.54%) Windows Server 2008
Processes & Methodologies
1 19 (29.23%) Business Intelligence
2 12 (18.46%) Agile Software Development
2 12 (18.46%) Unit Testing
3 11 (16.92%) Data Security
4 10 (15.38%) ETL Development
4 10 (15.38%) Migration
5 9 (13.85%) Data Migration
6 8 (12.31%) Analytics
6 8 (12.31%) Data Validation
6 8 (12.31%) Validation
7 6 (9.23%) Business Transformation
7 6 (9.23%) Performance Tuning
7 6 (9.23%) Service Delivery
8 5 (7.69%) CRM
8 5 (7.69%) Stakeholder Management
9 4 (6.15%) Continuous Integration
9 4 (6.15%) Data Modelling
9 4 (6.15%) Project Management
9 4 (6.15%) Web Development
10 3 (4.62%) ERP
Programming Languages
1 46 (70.77%) SQL
2 22 (33.85%) T-SQL
3 17 (26.15%) PL/SQL
4 12 (18.46%) C++
5 4 (6.15%) Java
5 4 (6.15%) Shell Script
6 3 (4.62%) JavaScript
6 3 (4.62%) PHP
7 2 (3.08%) Perl
8 1 (1.54%) C#
8 1 (1.54%) VBA
Qualifications
1 3 (4.62%) Security Cleared
2 1 (1.54%) BPSS Clearance
2 1 (1.54%) ITIL Certification
2 1 (1.54%) MCITP
2 1 (1.54%) MCSE
2 1 (1.54%) Microsoft Certification
Quality Assurance & Compliance
1 6 (9.23%) QA
2 5 (7.69%) Disclosure Scotland
3 1 (1.54%) Data Quality
System Software
1 2 (3.08%) Tivoli Workload Scheduler
Systems Management
1 5 (7.69%) Data Guard
1 5 (7.69%) Oracle RMAN
2 2 (3.08%) Tivoli
3 1 (1.54%) Microsoft Data Protection Manager
Vendors
1 24 (36.92%) Microsoft
1 24 (36.92%) Oracle
2 15 (23.08%) Informatica
3 2 (3.08%) Ab Initio
3 2 (3.08%) Netezza
3 2 (3.08%) Sybase
3 2 (3.08%) Tableau
4 1 (1.54%) Cognos
4 1 (1.54%) Red Hat
4 1 (1.54%) SAP
4 1 (1.54%) Teradata
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