The table below looks at the statistics for ETL skills in IT jobs advertised for the Watford region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Hertfordshire / Watford
Rank 57 59 67
Rank change year-on-year
+2 +8
Permanent jobs citing ETL 6 1 6
As % of all permanent IT jobs located in Watford 1.17% 0.19% 1.16%
As % of the Processes & Methodologies category 1.32% 0.24% 1.31%
Number of salaries quoted 4 0 1
Median salary £55,000 - £50,000
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 Watford region.

Processes & Methodologies Category
Watford
Permanent IT job ads with a match in the
Processes & Methodologies category
456 423 457
As % of all permanent IT jobs located in Watford 88.72% 79.51% 88.57%
Number of salaries quoted 367 369 326
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £34,000 £35,000 £37,500
10% offered a salary of more than £72,000 £65,000 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Watford

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

ETL Jobs Demand Trend in Watford

ETL
Salary Trend in Watford

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

ETL Salary Trend in Watford

ETL
Top 30 Related IT Skills in Watford

For the 6 months to 24 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 Watford region with a requirement for ETL.

1 22 (95.65%) SQL
2 17 (73.91%) IBM
2 17 (73.91%) SOAP
2 17 (73.91%) Web Services
2 17 (73.91%) REST
3 16 (69.57%) SQL Server Integration Services
3 16 (69.57%) Data Warehouse
3 16 (69.57%) Business Intelligence
4 15 (65.22%) Microsoft
4 15 (65.22%) SQL Server
4 15 (65.22%) SQL Server Analysis Services
5 14 (60.87%) Power BI
5 14 (60.87%) T-SQL
6 13 (56.52%) Data Modelling
6 13 (56.52%) ETL Development
7 12 (52.17%) SQL Server 2012
7 12 (52.17%) SQL Server 2008
7 12 (52.17%) Management Information System
7 12 (52.17%) .NET
8 11 (47.83%) VBA
8 11 (47.83%) Oracle
8 11 (47.83%) SAP
8 11 (47.83%) Cognos
8 11 (47.83%) MS Access
8 11 (47.83%) Firewall
8 11 (47.83%) DNS
8 11 (47.83%) SAP BW
8 11 (47.83%) Unit Testing
8 11 (47.83%) Database Tuning
8 11 (47.83%) Team Foundation Server

ETL
Top Related IT Skills in Watford 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 6 (26.09%) Adobe Experience Manager
1 6 (26.09%) Apache
1 6 (26.09%) CMS
1 6 (26.09%) MQSeries
1 6 (26.09%) Tomcat
1 6 (26.09%) WebSphere
2 1 (4.35%) Drupal
2 1 (4.35%) SharePoint
2 1 (4.35%) SharePoint 2010
Applications
1 2 (8.70%) MS Excel
Business Applications
1 11 (47.83%) SAP BPC
2 6 (26.09%) Magento
3 1 (4.35%) Dynamics CRM
Communications & Networking
1 11 (47.83%) DNS
1 11 (47.83%) Firewall
2 6 (26.09%) Internet
Database & Business Intelligence
1 16 (69.57%) Data Warehouse
1 16 (69.57%) SQL Server Integration Services
2 15 (65.22%) SQL Server
2 15 (65.22%) SQL Server Analysis Services
3 14 (60.87%) Power BI
4 12 (52.17%) SQL Server 2008
4 12 (52.17%) SQL Server 2012
5 11 (47.83%) MS Access
5 11 (47.83%) SAP BW
5 11 (47.83%) SAP Data Services
6 6 (26.09%) Jackrabbit
6 6 (26.09%) MySQL
6 6 (26.09%) SQL Server Reporting Services
7 2 (8.70%) PowerPivot
8 1 (4.35%) Data Mining
Development Applications
1 11 (47.83%) Team Foundation Server
2 6 (26.09%) Eclipse
2 6 (26.09%) Git (software)
2 6 (26.09%) JUnit
2 6 (26.09%) Log4j
2 6 (26.09%) Maven
2 6 (26.09%) Mockito
2 6 (26.09%) Subversion
2 6 (26.09%) Talend Open Studio
3 1 (4.35%) Visual Studio
General
1 3 (13.04%) Finance
2 2 (8.70%) Manufacturing
3 1 (4.35%) Advertising
3 1 (4.35%) Automotive
Job Titles
1 22 (95.65%) Developer
2 15 (65.22%) Business Intelligence Developer
3 11 (47.83%) Microsoft BI Developer
3 11 (47.83%) Microsoft Developer
4 6 (26.09%) Agile Developer
4 6 (26.09%) Agile Java Developer
4 6 (26.09%) J2EE Developer
4 6 (26.09%) Java Developer
4 6 (26.09%) Java/J2EE Developer
4 6 (26.09%) Unix Developer
5 2 (8.70%) Senior Business Intelligence Developer
5 2 (8.70%) Senior Developer
5 2 (8.70%) SSRS Developer
6 1 (4.35%) Business Developer
6 1 (4.35%) Business Intelligence Lead
6 1 (4.35%) Head of Business Intelligence
6 1 (4.35%) Head of CRM
6 1 (4.35%) Lead Developer
6 1 (4.35%) SSAS Developer
6 1 (4.35%) SSIS Developer
Libraries, Frameworks & Software Standards
1 17 (73.91%) REST
1 17 (73.91%) SOAP
1 17 (73.91%) Web Services
2 12 (52.17%) .NET
3 11 (47.83%) MDX
4 7 (30.43%) XML
5 6 (26.09%) ActiveMQ
5 6 (26.09%) Apache Camel
5 6 (26.09%) EJB
5 6 (26.09%) J2EE
5 6 (26.09%) JDBC
5 6 (26.09%) JMS
5 6 (26.09%) JSON
5 6 (26.09%) JSP
5 6 (26.09%) Spring
5 6 (26.09%) Spring Boot
5 6 (26.09%) Spring Security
5 6 (26.09%) XSD
5 6 (26.09%) XSLT
6 1 (4.35%) ASP.NET
Miscellaneous
1 12 (52.17%) Management Information System
2 11 (47.83%) Analytical Skills
2 11 (47.83%) Computer Science
3 2 (8.70%) Life Science
3 2 (8.70%) Performance Metrics
4 1 (4.35%) Clustering
Operating Systems
1 6 (26.09%) HPUX
1 6 (26.09%) Linux
1 6 (26.09%) Solaris
1 6 (26.09%) Unix
Processes & Methodologies
1 16 (69.57%) Business Intelligence
2 13 (56.52%) Data Modelling
2 13 (56.52%) ETL Development
3 11 (47.83%) Database Tuning
3 11 (47.83%) Performance Tuning
3 11 (47.83%) Time Management
3 11 (47.83%) Unit Testing
4 8 (34.78%) Agile Software Development
5 6 (26.09%) Dependency Management
5 6 (26.09%) E-Commerce
5 6 (26.09%) RAD
5 6 (26.09%) TDD
6 2 (8.70%) Analytics
6 2 (8.70%) Business Analytics
6 2 (8.70%) Coaching
6 2 (8.70%) Continuous Improvement
6 2 (8.70%) CRM
6 2 (8.70%) Migration
6 2 (8.70%) Risk Management
7 1 (4.35%) MVC
Programming Languages
1 22 (95.65%) SQL
2 14 (60.87%) T-SQL
3 11 (47.83%) PowerShell
3 11 (47.83%) VBA
4 6 (26.09%) Java
5 2 (8.70%) VBScript
6 1 (4.35%) C#
Qualifications
1 11 (47.83%) Degree
Vendors
1 17 (73.91%) IBM
2 15 (65.22%) Microsoft
3 11 (47.83%) Cognos
3 11 (47.83%) Oracle
3 11 (47.83%) SAP
4 6 (26.09%) ATG
4 6 (26.09%) Blue Martini
4 6 (26.09%) Talend
5 1 (4.35%) Tableau