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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 80 37 51
Rank change year-on-year
-43 +14
Contract jobs citing ETL 36 41 26
As % of all contract IT jobs located in the North East 2.58% 4.27% 2.98%
As % of the Processes & Methodologies category 3.05% 5.27% 3.78%
Number of daily rates quoted 20 27 18
Median daily rate £425 £505 £430
Median daily rate % change year-on-year
-15.84% +17.44%
90% offered a daily rate of more than £316 £325 £296
10% offered a daily rate of more than £528 £672 £460
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 £34.00 £37.88
% change year-on-year
+20.58% -10.23%
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
1181 778 688
As % of all contract IT jobs located in the North East 84.48% 81.04% 78.90%
Number of daily rates quoted 848 495 470
Median daily rate £408 £400 £400
Median daily rate % change year-on-year
+1.87% -
90% offered a daily rate of more than £300 £268 £270
10% offered a daily rate of more than £550 £575 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 32 39 23
Median hourly rate £24.00 £21.00 £28.50
Median hourly rate % change year-on-year
+14.28% -26.31%
90% offered a hourly rate of more than £11.11 £13.90 £13.00
10% offered a hourly rate of more than £29.00 £45.50 £38.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 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 6 December 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 -41 24 £500 - 3
Durham +6 8 £375 -28.57%
ETL
England

ETL
Top 30 Related IT Skills in the North East

For the 6 months to 6 December 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 38 (62.30%) SQL
2 26 (42.62%) SQL Server
3 24 (39.34%) Informatica
4 23 (37.70%) Business Intelligence
4 23 (37.70%) Data Warehouse
5 22 (36.07%) Microsoft
5 22 (36.07%) SQL Server Reporting Services
6 21 (34.43%) Oracle
7 19 (31.15%) SQL Server Integration Services
8 16 (26.23%) SQL Server Analysis Services
9 15 (24.59%) Agile Software Development
10 14 (22.95%) ITIL
11 12 (19.67%) Unix
11 12 (19.67%) Analytical Skills
12 11 (18.03%) Kimball Methodology
13 10 (16.39%) SaaS
13 10 (16.39%) Analytics
13 10 (16.39%) Oracle Database
13 10 (16.39%) PowerExchange
14 9 (14.75%) PowerCenter
14 9 (14.75%) MS Excel
14 9 (14.75%) Data Modelling
14 9 (14.75%) Change Management
14 9 (14.75%) Relational Database
14 9 (14.75%) IaaS
14 9 (14.75%) PaaS
14 9 (14.75%) Open Source
15 8 (13.11%) DevOps
15 8 (13.11%) T-SQL
15 8 (13.11%) OLAP

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 10 (16.39%) PowerExchange
2 4 (6.56%) IIS
3 2 (3.28%) Apache
3 2 (3.28%) OpenStack
3 2 (3.28%) Tomcat
4 1 (1.64%) SAS
Applications
1 9 (14.75%) MS Excel
2 1 (1.64%) MS Office
Business Applications
1 1 (1.64%) Oracle Financials
1 1 (1.64%) Sage 200
Cloud Services
1 10 (16.39%) SaaS
2 9 (14.75%) IaaS
2 9 (14.75%) PaaS
3 5 (8.20%) Amazon AWS
4 2 (3.28%) DigitalOcean
4 2 (3.28%) GitHub
4 2 (3.28%) Google Analytics
4 2 (3.28%) Linode
5 1 (1.64%) Amazon S3
5 1 (1.64%) Microsoft Azure
Database & Business Intelligence
1 26 (42.62%) SQL Server
2 23 (37.70%) Data Warehouse
3 22 (36.07%) SQL Server Reporting Services
4 19 (31.15%) SQL Server Integration Services
5 16 (26.23%) SQL Server Analysis Services
6 10 (16.39%) Oracle Database
7 9 (14.75%) PowerCenter
7 9 (14.75%) Relational Database
8 8 (13.11%) DataStage
8 8 (13.11%) OLAP
9 7 (11.48%) BusinessObjects
10 6 (9.84%) OLAP Cube
11 5 (8.20%) SAP BW
12 4 (6.56%) IBM InfoSphere
12 4 (6.56%) SQL Server 2005
12 4 (6.56%) SQL Server 2012
13 3 (4.92%) Amazon Redshift
13 3 (4.92%) PostgreSQL
13 3 (4.92%) RDBMS
14 2 (3.28%) MySQL
Development Applications
1 5 (8.20%) Visual Studio
2 4 (6.56%) MSI
2 4 (6.56%) NMock
2 4 (6.56%) WiX
3 2 (3.28%) ERwin
3 2 (3.28%) Git (software)
3 2 (3.28%) GitLab
3 2 (3.28%) SQL Server Management Studio (SSMS)
3 2 (3.28%) Subversion
3 2 (3.28%) Team Foundation Server
3 2 (3.28%) Vagrant
4 1 (1.64%) Oracle APEX
4 1 (1.64%) SoapUI
4 1 (1.64%) StarTeam
4 1 (1.64%) Toad
General
1 2 (3.28%) Billing
1 2 (3.28%) Finance
1 2 (3.28%) Manufacturing
1 2 (3.28%) Telecoms
2 1 (1.64%) Pharmaceutical
2 1 (1.64%) Publishing
2 1 (1.64%) Retail
Job Titles
1 34 (55.74%) Developer
2 12 (19.67%) Informatica Developer
3 10 (16.39%) ETL Developer
4 9 (14.75%) Business Intelligence Developer
5 8 (13.11%) Infrastructure Engineer
6 7 (11.48%) SQL Developer
7 6 (9.84%) Informatica ETL Developer
8 4 (6.56%) Consultant
8 4 (6.56%) Development Engineer
8 4 (6.56%) Development Support Engineer
8 4 (6.56%) Lead Developer
8 4 (6.56%) Support Engineer
9 3 (4.92%) Data Warehouse Developer
9 3 (4.92%) DataStage Consultant
9 3 (4.92%) Informatica Engineer
9 3 (4.92%) Microsoft BI Developer
9 3 (4.92%) Microsoft Developer
9 3 (4.92%) Oracle Developer
9 3 (4.92%) SQL BI Developer
9 3 (4.92%) SSIS Developer
Libraries, Frameworks & Software Standards
1 4 (6.56%) .NET
1 4 (6.56%) .NET Framework
1 4 (6.56%) ASP.NET
1 4 (6.56%) Web Services
1 4 (6.56%) XML
2 3 (4.92%) MDX
2 3 (4.92%) SOAP
3 2 (3.28%) ActiveMQ
3 2 (3.28%) LAMP
3 2 (3.28%) LAPP Stack
3 2 (3.28%) REST
3 2 (3.28%) Ruby on Rails
Miscellaneous
1 12 (19.67%) Analytical Skills
2 4 (6.56%) Computer Science
2 4 (6.56%) Data Integration
2 4 (6.56%) Management Information System
3 2 (3.28%) Mainframe
3 2 (3.28%) NHS
3 2 (3.28%) Public Cloud
3 2 (3.28%) Visualisation
4 1 (1.64%) CESG
4 1 (1.64%) CESG CLAS
4 1 (1.64%) Data Structures
4 1 (1.64%) EFT
4 1 (1.64%) Freedom of Information
4 1 (1.64%) Performance Metrics
4 1 (1.64%) Replication
4 1 (1.64%) Statistics
Operating Systems
1 12 (19.67%) Unix
2 6 (9.84%) Windows
3 4 (6.56%) Windows 7
3 4 (6.56%) Windows XP
4 2 (3.28%) CentOS
4 2 (3.28%) Linux
4 2 (3.28%) Red Hat Enterprise Linux
4 2 (3.28%) Solaris
4 2 (3.28%) Windows Server
Processes & Methodologies
1 23 (37.70%) Business Intelligence
2 15 (24.59%) Agile Software Development
3 14 (22.95%) ITIL
4 11 (18.03%) Kimball Methodology
5 10 (16.39%) Analytics
6 9 (14.75%) Change Management
6 9 (14.75%) Data Modelling
6 9 (14.75%) Open Source
7 8 (13.11%) DevOps
8 7 (11.48%) PRINCE2
8 7 (11.48%) Project Management
9 6 (9.84%) Change Data Capture
9 6 (9.84%) Dimensional Modelling
9 6 (9.84%) ETL Development
9 6 (9.84%) Problem Management
10 4 (6.56%) Data Governance
10 4 (6.56%) Scrum
10 4 (6.56%) Unit Testing
10 4 (6.56%) Validation
11 3 (4.92%) Migration
Programming Languages
1 38 (62.30%) SQL
2 8 (13.11%) Shell Script
2 8 (13.11%) T-SQL
3 6 (9.84%) C#
3 6 (9.84%) VB
4 4 (6.56%) Java
4 4 (6.56%) PL/SQL
5 3 (4.92%) PowerShell
6 2 (3.28%) Jython
6 2 (3.28%) PHP
6 2 (3.28%) Python
6 2 (3.28%) Ruby
7 1 (1.64%) Data Analysis Expressions (DAX)
Qualifications
1 6 (9.84%) Security Cleared
2 4 (6.56%) Degree
3 3 (4.92%) SC Cleared
4 2 (3.28%) BPSS Clearance
5 1 (1.64%) CISSP
5 1 (1.64%) CLAS
5 1 (1.64%) ISEB
Quality Assurance & Compliance
1 5 (8.20%) Data Quality
2 3 (4.92%) Disclosure Scotland
3 2 (3.28%) QA
3 2 (3.28%) SLA
4 1 (1.64%) ISO/IEC 27001
System Software
1 7 (11.48%) KVM
2 6 (9.84%) VMware Infrastructure
3 4 (6.56%) Active Directory
3 4 (6.56%) VMware Workstation
4 2 (3.28%) VirtualBox
4 2 (3.28%) Xen
Systems Management
1 2 (3.28%) Ansible
1 2 (3.28%) Nagios
1 2 (3.28%) OpenNMS
1 2 (3.28%) Opscode Chef
1 2 (3.28%) Puppet
1 2 (3.28%) ZABBIX
1 2 (3.28%) Zenoss
2 1 (1.64%) SCCM
Vendors
1 24 (39.34%) Informatica
2 22 (36.07%) Microsoft
3 21 (34.43%) Oracle
4 8 (13.11%) Red Hat
5 7 (11.48%) SAP
6 6 (9.84%) VMware
7 5 (8.20%) IBM
8 2 (3.28%) CA
8 2 (3.28%) Google
8 2 (3.28%) HP
8 2 (3.28%) Rackspace
8 2 (3.28%) Salesforce.com
8 2 (3.28%) SaltStack
8 2 (3.28%) Tableau
8 2 (3.28%) Teradata
9 1 (1.64%) Sage