The table below looks at the statistics for ETL skills in IT contracts advertised for the Yorkshire 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)
England / Yorkshire
Rank 55 72 56
Rank change year-on-year
+17 -16
Contract jobs citing ETL 70 67 81
As % of all contract IT jobs located in Yorkshire 3.24% 2.35% 3.31%
As % of the Processes & Methodologies category 3.92% 2.89% 4.13%
Number of daily rates quoted 51 61 64
Median daily rate £375 £375 £425
Median daily rate % change year-on-year
- -11.76%
90% offered a daily rate of more than £325 £280 £313
10% offered a daily rate of more than £545 £550 £535
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
Number of hourly rates quoted 1 0 0
Median hourly rate £25.39 - -
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1784 2318 1962
As % of all contract IT jobs located in Yorkshire 82.59% 81.36% 80.18%
Number of daily rates quoted 1177 1512 1366
Median daily rate £403 £400 £375
Median daily rate % change year-on-year
+0.62% +6.66%
90% offered a daily rate of more than £295 £288 £275
10% offered a daily rate of more than £550 £554 £510
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 46 73 40
Median hourly rate £15.86 £19.50 £15.79
Median hourly rate % change year-on-year
-18.66% +23.49%
90% offered a hourly rate of more than £9.50 £11.00 £11.75
10% offered a hourly rate of more than £25.50 £45.00 £55.00
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 Yorkshire

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

ETL Jobs Demand Trend in Yorkshire

ETL
Daily Rate Trend in Yorkshire

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

ETL Daily Rate Trend in Yorkshire

ETL
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Yorkshire region over the 3 months to 22 January 2017.

ETL Daily Rate Histogram in Yorkshire

ETL
Hourly Rate Trend in Yorkshire

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

ETL Hourly Rate Trend in Yorkshire

ETL
Contract Job Locations in 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 Yorkshire region over the 3 months to 22 January 2017. 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 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
West Yorkshire +25 50 £375 - 9
South Yorkshire -3 17 £375 -28.57% 1
North Yorkshire +9 3 £360 +25.21% 3
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

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 Yorkshire region with a requirement for ETL.

1 102 (64.56%) Data Warehouse
2 94 (59.49%) SQL
3 87 (55.06%) SQL Server
4 82 (51.90%) SQL Server Integration Services
5 56 (35.44%) Microsoft
6 55 (34.81%) Data Modelling
7 52 (32.91%) Business Intelligence
8 41 (25.95%) Agile Software Development
9 40 (25.32%) SQL Server Reporting Services
10 37 (23.42%) SQL Server 2012
10 37 (23.42%) Oracle
10 37 (23.42%) T-SQL
11 33 (20.89%) Kimball Methodology
11 33 (20.89%) SQL Server Analysis Services
11 33 (20.89%) SQL Server 2014
12 26 (16.46%) Oracle ODI
13 23 (14.56%) Dimensional Modelling
13 23 (14.56%) Netezza
13 23 (14.56%) RAD
14 19 (12.03%) Migration
14 19 (12.03%) Performance Tuning
14 19 (12.03%) ETL Development
15 18 (11.39%) Security Cleared
16 17 (10.76%) SQL Server 2008
17 15 (9.49%) MDX
18 14 (8.86%) Big Data
18 14 (8.86%) OLAP
19 13 (8.23%) BusinessObjects
19 13 (8.23%) Data Management
19 13 (8.23%) Hadoop

ETL
Top Related IT Skills in 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 5 (3.16%) Apache Spark
1 5 (3.16%) Confluence
1 5 (3.16%) SAS
1 5 (3.16%) SharePoint
2 3 (1.90%) Oracle SOA Suite
3 1 (0.63%) ArcGIS
3 1 (0.63%) GeoServer
3 1 (0.63%) Oracle Spatial
Applications
1 11 (6.96%) MS Excel
2 8 (5.06%) MS Office
3 3 (1.90%) MS Visio
4 2 (1.27%) MS PowerPoint
Business Applications
1 1 (0.63%) FLEXCUBE
1 1 (0.63%) Temenos T24
1 1 (0.63%) VisionPLUS
Cloud Services
1 4 (2.53%) Microsoft Azure
2 3 (1.90%) IaaS
2 3 (1.90%) PaaS
2 3 (1.90%) SaaS
3 1 (0.63%) Amazon AWS
Communications & Networking
1 2 (1.27%) HTTP
1 2 (1.27%) LDAP
Database & Business Intelligence
1 102 (64.56%) Data Warehouse
2 87 (55.06%) SQL Server
3 82 (51.90%) SQL Server Integration Services
4 40 (25.32%) SQL Server Reporting Services
5 37 (23.42%) SQL Server 2012
6 33 (20.89%) SQL Server 2014
6 33 (20.89%) SQL Server Analysis Services
7 26 (16.46%) Oracle ODI
8 17 (10.76%) SQL Server 2008
9 14 (8.86%) Big Data
9 14 (8.86%) OLAP
10 13 (8.23%) BusinessObjects
10 13 (8.23%) Hadoop
11 10 (6.33%) DB2
11 10 (6.33%) Microsoft Analysis Services
12 8 (5.06%) Power BI
13 7 (4.43%) Apache Hive
13 7 (4.43%) DB2 UDB
14 6 (3.80%) HBase
14 6 (3.80%) QlikView
Development Applications
1 6 (3.80%) JIRA
2 3 (1.90%) Team Foundation Server
3 2 (1.27%) Oracle APEX
3 2 (1.27%) SQL Server Management Studio (SSMS)
4 1 (0.63%) CruiseControl
4 1 (0.63%) Cucumber
4 1 (0.63%) HP UFT
4 1 (0.63%) Hudson
4 1 (0.63%) JBehave
4 1 (0.63%) Jenkins
4 1 (0.63%) JIRA Agile
4 1 (0.63%) JMeter
4 1 (0.63%) LoadRunner
4 1 (0.63%) Maven
4 1 (0.63%) Oracle Forms
4 1 (0.63%) Rational Functional Tester
4 1 (0.63%) Rational Performance Tester
4 1 (0.63%) Selenium
4 1 (0.63%) VersionOne
4 1 (0.63%) Visual Studio
General
1 12 (7.59%) Finance
2 5 (3.16%) Advertising
2 5 (3.16%) Retail
3 4 (2.53%) Banking
4 3 (1.90%) Billing
5 2 (1.27%) Games
5 2 (1.27%) Manufacturing
6 1 (0.63%) Marketing
6 1 (0.63%) Retail Banking
Job Titles
1 99 (62.66%) Developer
2 55 (34.81%) ETL Developer
3 39 (24.68%) SSIS Developer
4 36 (22.78%) SQL Developer
5 20 (12.66%) Data Warehouse Developer
5 20 (12.66%) Oracle Developer
6 19 (12.03%) Designer
6 19 (12.03%) ETL Designer
6 19 (12.03%) Oracle ETL Developer
7 16 (10.13%) Analyst
7 16 (10.13%) DBA
8 14 (8.86%) Business Intelligence Developer
9 12 (7.59%) SSAS Developer
10 10 (6.33%) Consultant
10 10 (6.33%) Data Analyst
11 9 (5.70%) SQL DBA
11 9 (5.70%) SQL Server Data Warehouse Developer
11 9 (5.70%) SQL Server Developer
11 9 (5.70%) SSRS Developer
12 8 (5.06%) Data Consultant
Libraries, Frameworks & Software Standards
1 15 (9.49%) MDX
2 7 (4.43%) XML
3 5 (3.16%) Web Services
4 2 (1.27%) Apache Tez
4 2 (1.27%) HTML
4 2 (1.27%) JMS
4 2 (1.27%) OSGi
5 1 (0.63%) .NET
5 1 (0.63%) ASP.NET
5 1 (0.63%) CSS
5 1 (0.63%) PostGIS
Miscellaneous
1 10 (6.33%) Analytical Skills
2 9 (5.70%) NHS
2 9 (5.70%) Replication
3 8 (5.06%) Management Information System
4 5 (3.16%) HACMP
5 4 (2.53%) Clustering
6 3 (1.90%) Data Integration
6 3 (1.90%) Enterprise Storage
6 3 (1.90%) Hybrid Cloud
6 3 (1.90%) Visualisation
7 2 (1.27%) Computer Science
7 2 (1.27%) Fintech
7 2 (1.27%) FMCG
7 2 (1.27%) Online Games
7 2 (1.27%) Tandem
8 1 (0.63%) Enterprise Software
8 1 (0.63%) Informatics
8 1 (0.63%) Mainframe
8 1 (0.63%) Reference Data
8 1 (0.63%) Social Network
Operating Systems
1 11 (6.96%) Unix
2 8 (5.06%) Windows
3 2 (1.27%) Linux
3 2 (1.27%) Red Hat Enterprise Linux
3 2 (1.27%) Windows Server
3 2 (1.27%) Windows Server 2003
3 2 (1.27%) Windows Server 2012
Processes & Methodologies
1 55 (34.81%) Data Modelling
2 52 (32.91%) Business Intelligence
3 41 (25.95%) Agile Software Development
4 33 (20.89%) Kimball Methodology
5 23 (14.56%) Dimensional Modelling
5 23 (14.56%) RAD
6 19 (12.03%) ETL Development
6 19 (12.03%) Migration
6 19 (12.03%) Performance Tuning
7 13 (8.23%) Data Management
8 12 (7.59%) Data Migration
9 8 (5.06%) Configuration Management
9 8 (5.06%) Data Mapping
10 6 (3.80%) Disaster Recovery
11 5 (3.16%) Analytics
11 5 (3.16%) Change Management
11 5 (3.16%) Logical Data Model
11 5 (3.16%) MapReduce
11 5 (3.16%) Project Management
11 5 (3.16%) SOA
Programming Languages
1 94 (59.49%) SQL
2 37 (23.42%) T-SQL
3 12 (7.59%) C#
4 8 (5.06%) Python
5 5 (3.16%) AWK
5 5 (3.16%) PL/SQL
6 3 (1.90%) C
6 3 (1.90%) JavaScript
6 3 (1.90%) Perl
6 3 (1.90%) VBA
7 2 (1.27%) Data Analysis Expressions (DAX)
7 2 (1.27%) PowerShell
7 2 (1.27%) R
8 1 (0.63%) Java
Qualifications
1 18 (11.39%) Security Cleared
2 9 (5.70%) Degree
3 6 (3.80%) Microsoft Certification
3 6 (3.80%) SC Cleared
4 4 (2.53%) MCSA
4 4 (2.53%) MCSE
5 1 (0.63%) BPSS Clearance
Quality Assurance & Compliance
1 8 (5.06%) Data Quality
2 3 (1.90%) Disclosure Scotland
3 1 (0.63%) QA
System Software
1 3 (1.90%) HDFS
Systems Management
1 5 (3.16%) Tivoli Storage Manager
2 3 (1.90%) Microsoft Clustering
Vendors
1 56 (35.44%) Microsoft
2 37 (23.42%) Oracle
3 23 (14.56%) Netezza
4 6 (3.80%) IBM
4 6 (3.80%) Informatica
5 5 (3.16%) Ab Initio
5 5 (3.16%) NetApp
6 3 (1.90%) Cloudera
6 3 (1.90%) SAP
6 3 (1.90%) Tableau
7 2 (1.27%) CA
7 2 (1.27%) Hortonworks
8 1 (0.63%) CA Agile Central
8 1 (0.63%) Calypso
8 1 (0.63%) ESRI
8 1 (0.63%) Google
8 1 (0.63%) Guidewire
8 1 (0.63%) HP
8 1 (0.63%) Splunk
8 1 (0.63%) Temenos