The table below looks at the statistics for ETL skills in IT jobs advertised for the North East region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North East
Rank 65 59 59
Rank change year-on-year
-6 0
Permanent jobs citing ETL 8 16 16
As % of all permanent IT jobs located in the North East 1.20% 2.59% 2.33%
As % of the Processes & Methodologies category 1.41% 2.91% 2.67%
Number of salaries quoted 7 11 15
Median salary £42,500 £32,500 £42,000
Median salary % change year-on-year
+30.76% -22.61%
90% offered a salary of more than £33,800 £30,459 £28,000
10% offered a salary of more than £45,000 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £45,000

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

Processes & Methodologies Category
North East
Permanent IT job ads with a match in the
Processes & Methodologies category
567 550 600
As % of all permanent IT jobs located in the North East 84.88% 89.14% 87.46%
Number of salaries quoted 464 485 508
Median salary £37,062 £40,000 £40,000
Median salary % change year-on-year
-7.34% -
90% offered a salary of more than £24,400 £30,000 £27,000
10% offered a salary of more than £55,000 £60,000 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the North East

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

ETL Jobs Demand Trend in the North East

ETL
Salary Trend in the North East

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

ETL Salary Trend in the North East

ETL
Salary Histogram in the North East

This chart provides a salary histogram for IT jobs citing ETL across the North East region over the 3 months to 20 January 2017.

ETL Salary Histogram in the North East

ETL
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North East region over the 3 months to 20 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Durham +11 6 £37,500 +23.11%
Tyne and Wear -4 2 £43,750 -16.66%
ETL
England

ETL
Top 30 Related IT Skills in the North East

For the 6 months to 20 January 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North East region with a requirement for ETL.

1 12 (70.59%) SQL
1 12 (70.59%) SQL Server
1 12 (70.59%) SQL Server Integration Services
2 11 (64.71%) Windows
3 10 (58.82%) Data Warehouse
3 10 (58.82%) Microsoft
3 10 (58.82%) SQL Server Reporting Services
3 10 (58.82%) Windows Server 2012
4 9 (52.94%) Analytical Skills
4 9 (52.94%) Business Intelligence
5 8 (47.06%) SQL Server Analysis Services
6 7 (41.18%) Dimensional Modelling
6 7 (41.18%) Team Foundation Server
6 7 (41.18%) SQL Server 2014
6 7 (41.18%) Microsoft Analysis Services
7 5 (29.41%) Analytics
8 4 (23.53%) Windows Server
8 4 (23.53%) SAS
9 3 (17.65%) T-SQL
9 3 (17.65%) Amazon AWS
9 3 (17.65%) Continuous Improvement
10 2 (11.76%) Microsoft Azure
10 2 (11.76%) Credit Risk
10 2 (11.76%) Google Analytics
10 2 (11.76%) IBM InfoSphere
10 2 (11.76%) Systems Analysis
10 2 (11.76%) High Availability
10 2 (11.76%) Statistical Modelling
10 2 (11.76%) Case Management
10 2 (11.76%) Credit Risk Management

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 4 (23.53%) SAS
2 2 (11.76%) IIS
3 1 (5.88%) Apache
3 1 (5.88%) OpenStack
3 1 (5.88%) SharePoint
3 1 (5.88%) Tomcat
Cloud Services
1 3 (17.65%) Amazon AWS
2 2 (11.76%) Google Analytics
2 2 (11.76%) Microsoft Azure
3 1 (5.88%) DigitalOcean
3 1 (5.88%) GitHub
3 1 (5.88%) Linode
Database & Business Intelligence
1 12 (70.59%) SQL Server
1 12 (70.59%) SQL Server Integration Services
2 10 (58.82%) Data Warehouse
2 10 (58.82%) SQL Server Reporting Services
3 8 (47.06%) SQL Server Analysis Services
4 7 (41.18%) Microsoft Analysis Services
4 7 (41.18%) SQL Server 2014
5 2 (11.76%) DataStage
5 2 (11.76%) IBM InfoSphere
5 2 (11.76%) SQL Server 2012
6 1 (5.88%) Base SAS
6 1 (5.88%) Big Data
6 1 (5.88%) MySQL
6 1 (5.88%) PostgreSQL
Development Applications
1 7 (41.18%) Team Foundation Server
2 1 (5.88%) Git (software)
2 1 (5.88%) GitLab
2 1 (5.88%) Subversion
2 1 (5.88%) Vagrant
General
1 1 (5.88%) Telecoms
Job Titles
1 7 (41.18%) Developer
2 5 (29.41%) Analyst
2 5 (29.41%) Business Intelligence Developer
3 2 (11.76%) Architect
3 2 (11.76%) Credit Analyst
3 2 (11.76%) Credit Risk Analyst
3 2 (11.76%) Data Architect
3 2 (11.76%) DBA
3 2 (11.76%) Junior
3 2 (11.76%) Junior Architect
3 2 (11.76%) Risk Analyst
3 2 (11.76%) Senior Analyst
3 2 (11.76%) Senior Credit Risk Analyst
3 2 (11.76%) Senior Risk Analyst
3 2 (11.76%) SQL DBA
3 2 (11.76%) SQL Server DBA
4 1 (5.88%) SQL Analyst
4 1 (5.88%) SQL Server Analyst
4 1 (5.88%) SQL Support Analyst
4 1 (5.88%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) ActiveMQ
1 1 (5.88%) LAMP
1 1 (5.88%) LAPP Stack
1 1 (5.88%) Ruby on Rails
Miscellaneous
1 9 (52.94%) Analytical Skills
2 2 (11.76%) Clustering
2 2 (11.76%) Credit Risk
3 1 (5.88%) Public Cloud
Operating Systems
1 11 (64.71%) Windows
2 10 (58.82%) Windows Server 2012
3 4 (23.53%) Windows Server
4 1 (5.88%) CentOS
4 1 (5.88%) Linux
4 1 (5.88%) Red Hat Enterprise Linux
4 1 (5.88%) Unix
4 1 (5.88%) Windows Server 2003
Processes & Methodologies
1 9 (52.94%) Business Intelligence
2 7 (41.18%) Dimensional Modelling
3 5 (29.41%) Analytics
4 3 (17.65%) Continuous Improvement
5 2 (11.76%) Agile Software Development
5 2 (11.76%) Case Management
5 2 (11.76%) Credit Risk Management
5 2 (11.76%) High Availability
5 2 (11.76%) ITIL
5 2 (11.76%) Risk Management
5 2 (11.76%) Stakeholder Management
5 2 (11.76%) Statistical Modelling
5 2 (11.76%) Supplier Management
5 2 (11.76%) Systems Analysis
5 2 (11.76%) Workflow
6 1 (5.88%) Data Analysis
6 1 (5.88%) Data Modelling
6 1 (5.88%) Data Transformation
6 1 (5.88%) DevOps
6 1 (5.88%) E-Commerce
Programming Languages
1 12 (70.59%) SQL
2 3 (17.65%) T-SQL
3 1 (5.88%) Java
3 1 (5.88%) Jython
3 1 (5.88%) PHP
3 1 (5.88%) PowerShell
3 1 (5.88%) Python
3 1 (5.88%) Ruby
Qualifications
1 2 (11.76%) SAS Certification
2 1 (5.88%) Degree
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
System Software
1 2 (11.76%) Active Directory
2 1 (5.88%) VirtualBox
2 1 (5.88%) VMware Infrastructure
2 1 (5.88%) Xen
Systems Management
1 1 (5.88%) Ansible
1 1 (5.88%) Nagios
1 1 (5.88%) OpenNMS
1 1 (5.88%) Opscode Chef
1 1 (5.88%) Puppet
1 1 (5.88%) ZABBIX
1 1 (5.88%) Zenoss
Vendors
1 10 (58.82%) Microsoft
2 2 (11.76%) Google
2 2 (11.76%) IBM
3 1 (5.88%) Rackspace
3 1 (5.88%) SaltStack
3 1 (5.88%) VMware