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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 33 75 79
Rank change year-on-year
+42 +4
Permanent jobs citing ETL 24 5 1
As % of all permanent IT jobs located in Watford 5.08% 0.90% 0.17%
As % of the Processes & Methodologies category 6.15% 1.01% 0.19%
Number of salaries quoted 24 5 1
Median salary £52,500 £35,000 £55,000
Median salary % change year-on-year
+50.00% -36.36%
UK excluding London median salary £45,000 £47,000 £45,000
% change year-on-year
-4.25% +4.44%
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
390 496 525
As % of all permanent IT jobs located in Watford 82.63% 89.69% 90.05%
Number of salaries quoted 332 374 369
Median salary £55,000 £45,000 £46,000
Median salary % change year-on-year
+22.22% -2.17%
90% offered a salary of more than £36,000 £31,500 £30,000
10% offered a salary of more than £75,000 £58,000 £70,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 July 2016.

ETL Salary Histogram in Watford

ETL
Top 30 Related IT Skills in Watford

For the 6 months to 30 July 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 31 (96.88%) SQL
2 26 (81.25%) Oracle
3 24 (75.00%) Data Modelling
4 21 (65.63%) Business Intelligence
5 18 (56.25%) Java
5 18 (56.25%) Database Tuning
5 18 (56.25%) Performance Tuning
6 17 (53.13%) T-SQL
7 16 (50.00%) Web Services
8 15 (46.88%) XML
9 14 (43.75%) Degree
10 12 (37.50%) SQL Server Analysis Services
10 12 (37.50%) ETL Development
10 12 (37.50%) Virtual Team
10 12 (37.50%) SQL Server
10 12 (37.50%) PL/SQL
10 12 (37.50%) Data Warehouse
10 12 (37.50%) SQL Server Integration Services
11 11 (34.38%) MDX
12 10 (31.25%) Time Management
12 10 (31.25%) Data Migration
12 10 (31.25%) SQL Server 2008
12 10 (31.25%) SQL Server 2012
12 10 (31.25%) Power BI
12 10 (31.25%) Migration
12 10 (31.25%) Cognos
12 10 (31.25%) Unix
13 9 (28.13%) SAP
13 9 (28.13%) Management Information System
13 9 (28.13%) Finance

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 (25.00%) WebLogic
2 1 (3.13%) Drupal
Applications
1 6 (18.75%) MS Office
2 1 (3.13%) MS Excel
Business Applications
1 9 (28.13%) SAP BPC
2 2 (6.25%) Dynamics CRM
Communications & Networking
1 1 (3.13%) DNS
1 1 (3.13%) Firewall
Database & Business Intelligence
1 12 (37.50%) Data Warehouse
1 12 (37.50%) SQL Server
1 12 (37.50%) SQL Server Analysis Services
1 12 (37.50%) SQL Server Integration Services
2 10 (31.25%) Power BI
2 10 (31.25%) SQL Server 2008
2 10 (31.25%) SQL Server 2012
3 9 (28.13%) SAP BW
4 8 (25.00%) MS Access
4 8 (25.00%) Oracle BI Publisher
4 8 (25.00%) Oracle Reports
4 8 (25.00%) SAP Data Services
5 4 (12.50%) Oracle Database
5 4 (12.50%) RDBMS
5 4 (12.50%) Relational Database
6 3 (9.38%) SQL Server Reporting Services
7 2 (6.25%) OLAP
8 1 (3.13%) Data Mining
Development Applications
1 8 (25.00%) Team Foundation Server
2 6 (18.75%) Talend Open Studio
3 4 (12.50%) Toad
General
1 9 (28.13%) Finance
2 8 (25.00%) Retail
3 1 (3.13%) Automotive
Job Titles
1 20 (62.50%) Developer
2 10 (31.25%) Business Intelligence Developer
3 8 (25.00%) Microsoft BI Developer
3 8 (25.00%) Microsoft Developer
3 8 (25.00%) Oracle Developer
4 7 (21.88%) Consultant
5 6 (18.75%) Data Consultant
5 6 (18.75%) Data Migration Consultant
5 6 (18.75%) Migration Consultant
6 4 (12.50%) Analyst
6 4 (12.50%) ETL Developer
6 4 (12.50%) Oracle Analyst
6 4 (12.50%) Senior Developer
6 4 (12.50%) Senior Oracle Developer
6 4 (12.50%) Systems Analyst
7 3 (9.38%) Senior Consultant
8 2 (6.25%) Business Developer
8 2 (6.25%) Data Warehouse Developer
8 2 (6.25%) SSAS Developer
8 2 (6.25%) SSRS Developer
Libraries, Frameworks & Software Standards
1 16 (50.00%) Web Services
2 15 (46.88%) XML
3 11 (34.38%) MDX
4 8 (25.00%) .NET
4 8 (25.00%) REST
4 8 (25.00%) SOAP
Miscellaneous
1 12 (37.50%) Virtual Team
2 9 (28.13%) Management Information System
3 8 (25.00%) Analytical Skills
3 8 (25.00%) Computer Science
4 4 (12.50%) iPad
5 3 (9.38%) Data Extraction
6 1 (3.13%) Clustering
6 1 (3.13%) Data Structures
Operating Systems
1 10 (31.25%) Unix
2 6 (18.75%) Windows
Processes & Methodologies
1 24 (75.00%) Data Modelling
2 21 (65.63%) Business Intelligence
3 18 (56.25%) Database Tuning
3 18 (56.25%) Performance Tuning
4 12 (37.50%) ETL Development
5 10 (31.25%) Data Migration
5 10 (31.25%) Migration
5 10 (31.25%) Time Management
6 8 (25.00%) Database Optimisation
6 8 (25.00%) Enterprise Architecture
6 8 (25.00%) Multithreading
6 8 (25.00%) Physical Data Model
6 8 (25.00%) SDLC
6 8 (25.00%) UML
6 8 (25.00%) Unit Testing
7 6 (18.75%) Data Cleansing
7 6 (18.75%) PRINCE2
8 4 (12.50%) Data Mapping
8 4 (12.50%) Supply Chain Management
8 4 (12.50%) Systems Analysis
Programming Languages
1 31 (96.88%) SQL
2 18 (56.25%) Java
3 17 (53.13%) T-SQL
4 12 (37.50%) PL/SQL
5 8 (25.00%) PowerShell
5 8 (25.00%) VBA
6 6 (18.75%) C#
6 6 (18.75%) C++
7 4 (12.50%) Shell Script
Qualifications
1 14 (43.75%) Degree
2 6 (18.75%) SC Cleared
2 6 (18.75%) Security Cleared
Quality Assurance & Compliance
1 8 (25.00%) SLA
2 6 (18.75%) Data Quality
Vendors
1 26 (81.25%) Oracle
2 10 (31.25%) Cognos
3 9 (28.13%) Microsoft
3 9 (28.13%) SAP
4 8 (25.00%) IBM
5 6 (18.75%) Informatica
5 6 (18.75%) Talend
6 4 (12.50%) JDA
6 4 (12.50%) WSO2