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 22 January 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
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Rank 46 65 45
Rank change year-on-year
+19 -20
Contract jobs citing ETL 39 28 37
As % of all contract IT jobs located in Leeds 3.60% 1.94% 3.39%
As % of the Processes & Methodologies category 4.26% 2.28% 3.96%
Number of daily rates quoted 29 28 28
Median daily rate £375 £375 £415
Median daily rate % change year-on-year
- -9.63%
90% offered a daily rate of more than £324 £317 £318
10% offered a daily rate of more than £560 £508 £535
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
915 1229 935
As % of all contract IT jobs located in Leeds 84.57% 85.11% 85.62%
Number of daily rates quoted 603 839 683
Median daily rate £410 £400 £375
Median daily rate % change year-on-year
+2.50% +6.66%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £566 £560
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 14 19 7
Median hourly rate £13.00 £15.50 £16.00
Median hourly rate % change year-on-year
-16.12% -3.12%
90% offered a hourly rate of more than £11.77 £9.72 £11.75
10% offered a hourly rate of more than £15.86 £45.40 £31.20
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 22 January 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 22 January 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 52 (78.79%) SQL
2 48 (72.73%) SQL Server Integration Services
3 44 (66.67%) SQL Server
4 32 (48.48%) Data Warehouse
5 26 (39.39%) Microsoft
5 26 (39.39%) T-SQL
6 24 (36.36%) SQL Server 2014
7 21 (31.82%) SQL Server 2012
8 18 (27.27%) Performance Tuning
8 18 (27.27%) SQL Server Reporting Services
9 17 (25.76%) SQL Server Analysis Services
9 17 (25.76%) Business Intelligence
10 15 (22.73%) SQL Server 2008
11 14 (21.21%) Kimball Methodology
12 13 (19.70%) ETL Development
12 13 (19.70%) OLAP
13 10 (15.15%) Migration
13 10 (15.15%) Agile Software Development
13 10 (15.15%) Microsoft Analysis Services
14 9 (13.64%) MDX
15 8 (12.12%) Data Modelling
15 8 (12.12%) DB2
16 7 (10.61%) Replication
17 6 (9.09%) Degree
18 5 (7.58%) Data Quality
18 5 (7.58%) Analytical Skills
18 5 (7.58%) AWK
18 5 (7.58%) DB2 UDB
18 5 (7.58%) Data Migration
18 5 (7.58%) OLTP

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 (1.52%) ArcGIS
1 1 (1.52%) GeoServer
1 1 (1.52%) SharePoint
Applications
1 4 (6.06%) MS Excel
Business Applications
1 1 (1.52%) FLEXCUBE
1 1 (1.52%) Temenos T24
1 1 (1.52%) VisionPLUS
Cloud Services
1 4 (6.06%) Microsoft Azure
2 1 (1.52%) Amazon AWS
Database & Business Intelligence
1 48 (72.73%) SQL Server Integration Services
2 44 (66.67%) SQL Server
3 32 (48.48%) Data Warehouse
4 24 (36.36%) SQL Server 2014
5 21 (31.82%) SQL Server 2012
6 18 (27.27%) SQL Server Reporting Services
7 17 (25.76%) SQL Server Analysis Services
8 15 (22.73%) SQL Server 2008
9 13 (19.70%) OLAP
10 10 (15.15%) Microsoft Analysis Services
11 8 (12.12%) DB2
12 5 (7.58%) DB2 UDB
12 5 (7.58%) OLTP
13 4 (6.06%) Big Data
13 4 (6.06%) Hadoop
13 4 (6.06%) Power BI
14 3 (4.55%) IBM InfoSphere
15 1 (1.52%) OLAP Cube
15 1 (1.52%) Oracle Database
15 1 (1.52%) Relational Database
Development Applications
1 1 (1.52%) CruiseControl
1 1 (1.52%) Cucumber
1 1 (1.52%) HP UFT
1 1 (1.52%) Hudson
1 1 (1.52%) JBehave
1 1 (1.52%) Jenkins
1 1 (1.52%) JIRA
1 1 (1.52%) JIRA Agile
1 1 (1.52%) JMeter
1 1 (1.52%) LoadRunner
1 1 (1.52%) Maven
1 1 (1.52%) Rational Functional Tester
1 1 (1.52%) Rational Performance Tester
1 1 (1.52%) Selenium
1 1 (1.52%) Team Foundation Server
1 1 (1.52%) VersionOne
General
1 4 (6.06%) Finance
2 3 (4.55%) Billing
2 3 (4.55%) Retail
3 2 (3.03%) Games
4 1 (1.52%) Banking
4 1 (1.52%) Retail Banking
Job Titles
1 42 (63.64%) Developer
2 22 (33.33%) SQL Developer
3 17 (25.76%) SSIS Developer
4 13 (19.70%) ETL Developer
5 9 (13.64%) DBA
6 8 (12.12%) Business Intelligence Developer
7 6 (9.09%) Data Warehouse Developer
7 6 (9.09%) SSAS Developer
8 5 (7.58%) Administrator
8 5 (7.58%) DB2 DBA
8 5 (7.58%) T-SQL Developer
9 4 (6.06%) Consultant
9 4 (6.06%) DB2 Administrator
9 4 (6.06%) SQL DBA
10 3 (4.55%) Analyst
10 3 (4.55%) Data Consultant
10 3 (4.55%) Data Engineer
10 3 (4.55%) Data Quality Consultant
10 3 (4.55%) Hadoop Engineer
10 3 (4.55%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 9 (13.64%) MDX
2 2 (3.03%) HTML
3 1 (1.52%) .NET
3 1 (1.52%) ASP.NET
3 1 (1.52%) CSS
3 1 (1.52%) PostGIS
Miscellaneous
1 7 (10.61%) Replication
2 5 (7.58%) Analytical Skills
2 5 (7.58%) HACMP
3 4 (6.06%) Management Information System
4 3 (4.55%) Data Integration
5 2 (3.03%) Computer Science
5 2 (3.03%) Fintech
5 2 (3.03%) NHS
5 2 (3.03%) Online Games
5 2 (3.03%) Visualisation
6 1 (1.52%) Clustering
6 1 (1.52%) Mainframe
Operating Systems
1 5 (7.58%) Unix
1 5 (7.58%) Windows
Processes & Methodologies
1 18 (27.27%) Performance Tuning
2 17 (25.76%) Business Intelligence
3 14 (21.21%) Kimball Methodology
4 13 (19.70%) ETL Development
5 10 (15.15%) Agile Software Development
5 10 (15.15%) Migration
6 8 (12.12%) Data Modelling
7 5 (7.58%) Change Management
7 5 (7.58%) Configuration Management
7 5 (7.58%) Data Migration
7 5 (7.58%) Disaster Recovery
8 3 (4.55%) Data Management
8 3 (4.55%) Scrum
8 3 (4.55%) Stakeholder Management
9 2 (3.03%) Data Ingestion
9 2 (3.03%) Data Mapping
9 2 (3.03%) Data Visualisation
9 2 (3.03%) Performance Management
9 2 (3.03%) Project Management
9 2 (3.03%) Statistical Analysis
Programming Languages
1 52 (78.79%) SQL
2 26 (39.39%) T-SQL
3 5 (7.58%) AWK
4 3 (4.55%) Python
5 2 (3.03%) C
5 2 (3.03%) PL/SQL
5 2 (3.03%) R
6 1 (1.52%) Java
6 1 (1.52%) JavaScript
6 1 (1.52%) PowerShell
6 1 (1.52%) VBA
Qualifications
1 6 (9.09%) Degree
2 4 (6.06%) Security Cleared
3 2 (3.03%) Microsoft Certification
4 1 (1.52%) BPSS Clearance
4 1 (1.52%) SC Cleared
Quality Assurance & Compliance
1 5 (7.58%) Data Quality
2 3 (4.55%) Disclosure Scotland
3 1 (1.52%) QA
Systems Management
1 5 (7.58%) Tivoli Storage Manager
Vendors
1 26 (39.39%) Microsoft
2 5 (7.58%) NetApp
3 4 (6.06%) IBM
3 4 (6.06%) Oracle
4 3 (4.55%) Cloudera
4 3 (4.55%) SAP
4 3 (4.55%) Tableau
5 2 (3.03%) CA
5 2 (3.03%) Hortonworks
6 1 (1.52%) CA Agile Central
6 1 (1.52%) Calypso
6 1 (1.52%) ESRI
6 1 (1.52%) Google
6 1 (1.52%) Guidewire
6 1 (1.52%) HP
6 1 (1.52%) Splunk
6 1 (1.52%) Temenos