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 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 36 74 -
Rank change year-on-year
+38 -
Permanent jobs citing ETL 22 6 0
As % of all permanent IT jobs located in Watford 4.85% 1.06% -
As % of the Processes & Methodologies category 5.71% 1.20% -
Number of salaries quoted 22 6 0
Median salary £55,000 £35,000 -
Median salary % change year-on-year
+57.14% -
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Hertfordshire

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
385 498 475
As % of all permanent IT jobs located in Watford 84.80% 87.83% 88.62%
Number of salaries quoted 327 399 335
Median salary £55,000 £45,000 £45,000
Median salary % change year-on-year
+22.22% -
90% offered a salary of more than £36,000 £28,500 £30,000
10% offered a salary of more than £75,000 £60,000 £75,000
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
Salary Histogram in Watford

This chart provides a salary histogram for IT jobs citing ETL across the Watford region over the 3 months to 29 August 2016.

ETL Salary Histogram in Watford

ETL
Top 30 Related IT Skills in Watford

For the 6 months to 29 August 2016, 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 34 (97.14%) SQL
2 29 (82.86%) Oracle
3 27 (77.14%) Data Modelling
4 25 (71.43%) Business Intelligence
5 22 (62.86%) Database Tuning
5 22 (62.86%) Performance Tuning
6 21 (60.00%) T-SQL
7 20 (57.14%) Web Services
8 18 (51.43%) Degree
9 17 (48.57%) Java
10 16 (45.71%) SQL Server
10 16 (45.71%) Data Warehouse
10 16 (45.71%) SQL Server Integration Services
10 16 (45.71%) SQL Server Analysis Services
10 16 (45.71%) ETL Development
11 15 (42.86%) MDX
11 15 (42.86%) XML
12 14 (40.00%) Cognos
12 14 (40.00%) Time Management
12 14 (40.00%) SQL Server 2008
12 14 (40.00%) SQL Server 2012
12 14 (40.00%) Power BI
13 13 (37.14%) SAP BPC
13 13 (37.14%) Microsoft
13 13 (37.14%) SAP BW
13 13 (37.14%) Management Information System
13 13 (37.14%) SAP
14 12 (34.29%) SOAP
14 12 (34.29%) VBA
14 12 (34.29%) .NET

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 8 (22.86%) WebLogic
2 1 (2.86%) Drupal
Applications
1 6 (17.14%) MS Office
2 1 (2.86%) MS Excel
Business Applications
1 13 (37.14%) SAP BPC
2 2 (5.71%) Dynamics CRM
Communications & Networking
1 5 (14.29%) DNS
1 5 (14.29%) Firewall
Database & Business Intelligence
1 16 (45.71%) Data Warehouse
1 16 (45.71%) SQL Server
1 16 (45.71%) SQL Server Analysis Services
1 16 (45.71%) SQL Server Integration Services
2 14 (40.00%) Power BI
2 14 (40.00%) SQL Server 2008
2 14 (40.00%) SQL Server 2012
3 13 (37.14%) SAP BW
4 12 (34.29%) MS Access
4 12 (34.29%) SAP Data Services
5 8 (22.86%) Oracle BI Publisher
5 8 (22.86%) Oracle Reports
6 3 (8.57%) Oracle Database
6 3 (8.57%) RDBMS
6 3 (8.57%) Relational Database
6 3 (8.57%) SQL Server Reporting Services
7 2 (5.71%) OLAP
8 1 (2.86%) Data Mining
Development Applications
1 12 (34.29%) Team Foundation Server
2 6 (17.14%) Talend Open Studio
3 3 (8.57%) Toad
General
1 9 (25.71%) Finance
2 7 (20.00%) Retail
3 1 (2.86%) Automotive
Job Titles
1 24 (68.57%) Developer
2 14 (40.00%) Business Intelligence Developer
3 12 (34.29%) Microsoft BI Developer
3 12 (34.29%) Microsoft Developer
4 8 (22.86%) Oracle Developer
5 7 (20.00%) Consultant
6 6 (17.14%) Data Consultant
6 6 (17.14%) Data Migration Consultant
6 6 (17.14%) Migration Consultant
7 4 (11.43%) ETL Developer
7 4 (11.43%) Senior Developer
7 4 (11.43%) Senior Oracle Developer
8 3 (8.57%) Analyst
8 3 (8.57%) Oracle Analyst
8 3 (8.57%) Senior Consultant
8 3 (8.57%) Systems Analyst
9 2 (5.71%) Business Developer
9 2 (5.71%) Data Warehouse Developer
9 2 (5.71%) SSAS Developer
9 2 (5.71%) SSRS Developer
Libraries, Frameworks & Software Standards
1 20 (57.14%) Web Services
2 15 (42.86%) MDX
2 15 (42.86%) XML
3 12 (34.29%) .NET
3 12 (34.29%) REST
3 12 (34.29%) SOAP
Miscellaneous
1 13 (37.14%) Management Information System
2 12 (34.29%) Analytical Skills
2 12 (34.29%) Computer Science
3 11 (31.43%) Virtual Team
4 3 (8.57%) Data Extraction
4 3 (8.57%) iPad
5 1 (2.86%) Clustering
5 1 (2.86%) Data Structures
Operating Systems
1 9 (25.71%) Unix
2 6 (17.14%) Windows
Processes & Methodologies
1 27 (77.14%) Data Modelling
2 25 (71.43%) Business Intelligence
3 22 (62.86%) Database Tuning
3 22 (62.86%) Performance Tuning
4 16 (45.71%) ETL Development
5 14 (40.00%) Time Management
6 12 (34.29%) Unit Testing
7 9 (25.71%) Data Migration
7 9 (25.71%) Migration
8 8 (22.86%) Database Optimisation
8 8 (22.86%) Enterprise Architecture
8 8 (22.86%) Multithreading
8 8 (22.86%) Physical Data Model
8 8 (22.86%) SDLC
8 8 (22.86%) UML
9 6 (17.14%) Data Cleansing
9 6 (17.14%) PRINCE2
10 3 (8.57%) Agile Software Development
10 3 (8.57%) Data Analysis
10 3 (8.57%) Data Mapping
Programming Languages
1 34 (97.14%) SQL
2 21 (60.00%) T-SQL
3 17 (48.57%) Java
4 12 (34.29%) PowerShell
4 12 (34.29%) VBA
5 11 (31.43%) PL/SQL
6 6 (17.14%) C#
6 6 (17.14%) C++
7 3 (8.57%) Shell Script
Qualifications
1 18 (51.43%) Degree
2 6 (17.14%) SC Cleared
2 6 (17.14%) Security Cleared
Quality Assurance & Compliance
1 8 (22.86%) SLA
2 6 (17.14%) Data Quality
Vendors
1 29 (82.86%) Oracle
2 14 (40.00%) Cognos
3 13 (37.14%) Microsoft
3 13 (37.14%) SAP
4 12 (34.29%) IBM
5 6 (17.14%) Informatica
5 6 (17.14%) Talend
6 3 (8.57%) JDA
6 3 (8.57%) WSO2