The table below looks at the statistics for ETL skills in IT contracts advertised for the North East region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 28 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
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 37 65
Rank change year-on-year
-52 +28
Contract jobs citing ETL 16 53 5
As % of all contract IT jobs located in the North East 1.18% 4.77% 0.71%
As % of the Processes & Methodologies category 1.39% 5.77% 0.90%
Number of daily rates quoted 11 44 4
Median daily rate £388 £500 £279
Median daily rate % change year-on-year
-22.50% +79.37%
90% offered a daily rate of more than £300 £325 £186
10% offered a daily rate of more than £425 £600 £384
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
England

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

Processes & Methodologies Category
North East
Contract IT job ads with a match in the
Processes & Methodologies category
1150 919 558
As % of all contract IT jobs located in the North East 84.68% 82.79% 79.26%
Number of daily rates quoted 819 602 345
Median daily rate £400 £425 £355
Median daily rate % change year-on-year
-5.88% +19.71%
90% offered a daily rate of more than £260 £290 £250
10% offered a daily rate of more than £525 £562 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 38 30 37
Median hourly rate £28.75 £13.85 £21.80
Median hourly rate % change year-on-year
+107.58% -36.46%
90% offered a hourly rate of more than £11.11 £10.00 £13.00
10% offered a hourly rate of more than £37.00 £32.50 £33.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

ETL
Jobs Demand Trend in the North East

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

ETL Jobs Demand Trend in the North East

ETL
Daily Rate Trend in the North East

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

ETL Daily Rate Trend in the North East

ETL
Daily Rate Histogram in the North East

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the North East region over the 3 months to 28 September 2016.

ETL Daily Rate Histogram in the North East

ETL
Hourly Rate Trend in the North East

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

ETL Hourly Rate Trend in the North East

ETL
Contract Job Locations in the North East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the North East region over the 3 months to 28 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
Tyne and Wear -53 13 £355 -29.00% 1
ETL
England

ETL
Top 30 Related IT Skills in the North East

For the 6 months to 28 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 North East region with a requirement for ETL.

1 24 (63.16%) SQL
2 20 (52.63%) Informatica
3 15 (39.47%) Oracle
4 12 (31.58%) SQL Server
4 12 (31.58%) Unix
5 11 (28.95%) Data Warehouse
5 11 (28.95%) Business Intelligence
6 10 (26.32%) Data Modelling
6 10 (26.32%) Oracle Database
7 9 (23.68%) Microsoft
8 8 (21.05%) DataStage
8 8 (21.05%) Shell Script
8 8 (21.05%) T-SQL
9 7 (18.42%) Agile Software Development
9 7 (18.42%) SQL Server Reporting Services
9 7 (18.42%) SQL Server Integration Services
10 6 (15.79%) Amazon AWS
11 5 (13.16%) Analytics
11 5 (13.16%) Migration
12 4 (10.53%) VMware
12 4 (10.53%) PL/SQL
12 4 (10.53%) XML
12 4 (10.53%) ITIL
12 4 (10.53%) Windows
12 4 (10.53%) IBM
12 4 (10.53%) IBM InfoSphere
12 4 (10.53%) Amazon Redshift
12 4 (10.53%) ETL Development
12 4 (10.53%) VMware Infrastructure
13 3 (7.89%) REST

ETL
Top Related IT Skills in the North East 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 2 (5.26%) Apache
1 2 (5.26%) IIS
1 2 (5.26%) OpenStack
1 2 (5.26%) PowerExchange
1 2 (5.26%) Tomcat
2 1 (2.63%) BizTalk Server
2 1 (2.63%) CMS
2 1 (2.63%) SAS
2 1 (2.63%) Sitecore CMS
Applications
1 1 (2.63%) MS Excel
1 1 (2.63%) MS Office
Business Applications
1 2 (5.26%) Dynamics CRM
Cloud Services
1 6 (15.79%) Amazon AWS
2 2 (5.26%) DigitalOcean
2 2 (5.26%) GitHub
2 2 (5.26%) Google Analytics
2 2 (5.26%) Linode
2 2 (5.26%) Microsoft Azure
3 1 (2.63%) SaaS
Database & Business Intelligence
1 12 (31.58%) SQL Server
2 11 (28.95%) Data Warehouse
3 10 (26.32%) Oracle Database
4 8 (21.05%) DataStage
5 7 (18.42%) SQL Server Integration Services
5 7 (18.42%) SQL Server Reporting Services
6 4 (10.53%) Amazon Redshift
6 4 (10.53%) IBM InfoSphere
7 3 (7.89%) SQL Server 2012
7 3 (7.89%) SQL Server Analysis Services
8 2 (5.26%) Big Data
8 2 (5.26%) BusinessObjects
8 2 (5.26%) Data Lake
8 2 (5.26%) Hadoop
8 2 (5.26%) MySQL
8 2 (5.26%) OLTP
8 2 (5.26%) Oracle Database 11g
8 2 (5.26%) PostgreSQL
8 2 (5.26%) PowerCenter
8 2 (5.26%) SQL Server 2005
Development Applications
1 3 (7.89%) ERwin
1 3 (7.89%) Visual Studio
2 2 (5.26%) Git (software)
2 2 (5.26%) GitLab
2 2 (5.26%) MSI
2 2 (5.26%) NMock
2 2 (5.26%) Subversion
2 2 (5.26%) Vagrant
2 2 (5.26%) WiX
3 1 (2.63%) Oracle APEX
3 1 (2.63%) SQL Server Management Studio (SSMS)
3 1 (2.63%) StarTeam
3 1 (2.63%) Team Foundation Server
3 1 (2.63%) Toad
General
1 1 (2.63%) Billing
1 1 (2.63%) Manufacturing
1 1 (2.63%) Pharmaceutical
1 1 (2.63%) Publishing
1 1 (2.63%) Telecoms
Job Titles
1 22 (57.89%) Developer
2 14 (36.84%) Informatica Developer
3 9 (23.68%) ETL Developer
4 6 (15.79%) Informatica ETL Developer
5 5 (13.16%) Analyst
6 4 (10.53%) Lead Developer
7 3 (7.89%) Oracle Developer
7 3 (7.89%) SQL Developer
8 2 (5.26%) Administrator
8 2 (5.26%) Business Intelligence Analyst
8 2 (5.26%) Consultant
8 2 (5.26%) Data Analyst
8 2 (5.26%) Data Consultant
8 2 (5.26%) DataStage Consultant
8 2 (5.26%) Development Support Engineer
8 2 (5.26%) ETL Specialist
8 2 (5.26%) PL/SQL Developer
8 2 (5.26%) Support Engineer
8 2 (5.26%) Systems Administrator
8 2 (5.26%) Test Specialist
Libraries, Frameworks & Software Standards
1 4 (10.53%) XML
2 3 (7.89%) REST
3 2 (5.26%) .NET
3 2 (5.26%) .NET Framework
3 2 (5.26%) ActiveMQ
3 2 (5.26%) ASP.NET
3 2 (5.26%) JSON
3 2 (5.26%) LAMP
3 2 (5.26%) LAPP Stack
3 2 (5.26%) Ruby on Rails
3 2 (5.26%) SOAP
3 2 (5.26%) Web Services
4 1 (2.63%) MDX
Miscellaneous
1 3 (7.89%) Analytical Skills
2 2 (5.26%) Data Integration
2 2 (5.26%) Mainframe
2 2 (5.26%) Public Cloud
3 1 (2.63%) CESG
3 1 (2.63%) CESG CLAS
3 1 (2.63%) Data Structures
3 1 (2.63%) Replication
3 1 (2.63%) Visualisation
Operating Systems
1 12 (31.58%) Unix
2 4 (10.53%) Windows
3 2 (5.26%) CentOS
3 2 (5.26%) Linux
3 2 (5.26%) Red Hat Enterprise Linux
3 2 (5.26%) Windows 7
3 2 (5.26%) Windows Server
3 2 (5.26%) Windows XP
Processes & Methodologies
1 11 (28.95%) Business Intelligence
2 10 (26.32%) Data Modelling
3 7 (18.42%) Agile Software Development
4 5 (13.16%) Analytics
4 5 (13.16%) Migration
5 4 (10.53%) ETL Development
5 4 (10.53%) ITIL
6 3 (7.89%) Data Analysis
6 3 (7.89%) Data Migration
6 3 (7.89%) Kimball Methodology
6 3 (7.89%) Scrum
6 3 (7.89%) TOGAF
7 2 (5.26%) CRM
7 2 (5.26%) DevOps
7 2 (5.26%) Kanban
7 2 (5.26%) Project Management
7 2 (5.26%) Unit Testing
7 2 (5.26%) User Acceptance Testing
7 2 (5.26%) Validation
8 1 (2.63%) PRINCE2
Programming Languages
1 24 (63.16%) SQL
2 8 (21.05%) Shell Script
2 8 (21.05%) T-SQL
3 4 (10.53%) PL/SQL
4 3 (7.89%) Java
5 2 (5.26%) C#
5 2 (5.26%) Jython
5 2 (5.26%) PHP
5 2 (5.26%) Python
5 2 (5.26%) Ruby
6 1 (2.63%) Data Analysis Expressions (DAX)
6 1 (2.63%) PowerShell
Qualifications
1 2 (5.26%) SC Cleared
1 2 (5.26%) Security Cleared
2 1 (2.63%) CISSP
2 1 (2.63%) CLAS
2 1 (2.63%) ISEB
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
2 2 (5.26%) SLA
3 1 (2.63%) Disclosure Scotland
3 1 (2.63%) ISO/IEC 27001
System Software
1 4 (10.53%) VMware Infrastructure
2 2 (5.26%) Active Directory
2 2 (5.26%) VirtualBox
2 2 (5.26%) VMware Workstation
2 2 (5.26%) Xen
Systems Management
1 2 (5.26%) Ansible
1 2 (5.26%) Nagios
1 2 (5.26%) OpenNMS
1 2 (5.26%) Opscode Chef
1 2 (5.26%) Puppet
1 2 (5.26%) ZABBIX
1 2 (5.26%) Zenoss
Vendors
1 20 (52.63%) Informatica
2 15 (39.47%) Oracle
3 9 (23.68%) Microsoft
4 4 (10.53%) IBM
4 4 (10.53%) VMware
5 3 (7.89%) Salesforce.com
6 2 (5.26%) CA
6 2 (5.26%) Google
6 2 (5.26%) Rackspace
6 2 (5.26%) SaltStack
6 2 (5.26%) Sitecore
6 2 (5.26%) Teradata
7 1 (2.63%) HP
7 1 (2.63%) SAP
7 1 (2.63%) Tableau