The table below looks at the statistics for ETL skills in IT jobs advertised for the Liverpool region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Merseyside / Liverpool
Rank 57 37 49
Rank change year-on-year
-20 +12
Permanent jobs citing ETL 4 11 3
As % of all permanent IT jobs located in Liverpool 0.87% 2.85% 0.83%
As % of the Processes & Methodologies category 1.04% 3.24% 0.95%
Number of salaries quoted 3 11 3
Median salary £40,000 £32,500 £42,000
Median salary % change year-on-year
+23.07% -22.61%
UK excluding London median salary £45,000 £44,795 £45,000
% change year-on-year
+0.45% -0.45%

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

Processes & Methodologies Category
Liverpool
Permanent IT job ads with a match in the
Processes & Methodologies category
386 339 317
As % of all permanent IT jobs located in Liverpool 83.91% 87.82% 87.33%
Number of salaries quoted 298 261 268
Median salary £40,000 £40,000 £41,000
Median salary % change year-on-year
- -2.43%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £55,000 £65,000 £51,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Liverpool

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

ETL Jobs Demand Trend in Liverpool

ETL
Salary Trend in Liverpool

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

ETL Salary Trend in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 16 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 Liverpool region with a requirement for ETL.

1 20 (80.00%) SQL
2 19 (76.00%) SQL Server
3 17 (68.00%) Business Intelligence
4 13 (52.00%) Data Warehouse
5 12 (48.00%) Oracle
6 11 (44.00%) Microsoft
6 11 (44.00%) SQL Server Integration Services
7 9 (36.00%) SQL Server Reporting Services
8 8 (32.00%) T-SQL
9 7 (28.00%) Agile Software Development
9 7 (28.00%) SQL Server 2008
9 7 (28.00%) Relational Database
9 7 (28.00%) SQL Server 2016
10 6 (24.00%) .NET
10 6 (24.00%) CRM
10 6 (24.00%) RDBMS
11 5 (20.00%) Windows
11 5 (20.00%) SQL Server 2012
11 5 (20.00%) Oracle ODI
11 5 (20.00%) Oracle Database
11 5 (20.00%) SQL Server 2005
12 4 (16.00%) Oracle BI EE
12 4 (16.00%) Kimball Methodology
12 4 (16.00%) Big Data
12 4 (16.00%) Windows 10
12 4 (16.00%) Analytical Skills
12 4 (16.00%) Oracle Reports
12 4 (16.00%) MS Excel
12 4 (16.00%) Web Services
12 4 (16.00%) C#

ETL
Top Related IT Skills in Liverpool 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 3 (12.00%) SharePoint
Applications
1 4 (16.00%) MS Excel
2 1 (4.00%) MS Office
2 1 (4.00%) MS PowerPoint
Business Applications
1 1 (4.00%) Dynamics CRM
Cloud Services
1 3 (12.00%) Office 365
Communications & Networking
1 1 (4.00%) SAN
Database & Business Intelligence
1 19 (76.00%) SQL Server
2 13 (52.00%) Data Warehouse
3 11 (44.00%) SQL Server Integration Services
4 9 (36.00%) SQL Server Reporting Services
5 7 (28.00%) Relational Database
5 7 (28.00%) SQL Server 2008
5 7 (28.00%) SQL Server 2016
6 6 (24.00%) RDBMS
7 5 (20.00%) Oracle Database
7 5 (20.00%) Oracle ODI
7 5 (20.00%) SQL Server 2005
7 5 (20.00%) SQL Server 2012
8 4 (16.00%) Big Data
8 4 (16.00%) Essbase
8 4 (16.00%) Oracle BI EE
8 4 (16.00%) Oracle Reports
9 2 (8.00%) Data Mining
9 2 (8.00%) DTS
9 2 (8.00%) MongoDB
9 2 (8.00%) Power BI
Development Applications
1 2 (8.00%) ERwin
1 2 (8.00%) SQL Server Management Studio (SSMS)
General
1 4 (16.00%) Legal
2 3 (12.00%) Finance
2 3 (12.00%) Law
3 1 (4.00%) Manufacturing
3 1 (4.00%) Marketing
3 1 (4.00%) Retail
Job Titles
1 12 (48.00%) Developer
2 7 (28.00%) Analyst
3 6 (24.00%) SQL Developer
4 4 (16.00%) Applications Support
4 4 (16.00%) Business Intelligence Analyst
4 4 (16.00%) Business Intelligence Developer
4 4 (16.00%) Oracle BI Developer
4 4 (16.00%) Oracle Developer
5 3 (12.00%) Applications Support Analyst
5 3 (12.00%) Senior Developer
5 3 (12.00%) Support Analyst
6 2 (8.00%) Administrator
6 2 (8.00%) Senior Analyst
6 2 (8.00%) Senior Applications Support
6 2 (8.00%) Senior Applications Support Analyst
6 2 (8.00%) Senior SQL Developer
6 2 (8.00%) Senior SQL Server Developer
6 2 (8.00%) Senior Support Analyst
6 2 (8.00%) SQL DBA
6 2 (8.00%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (24.00%) .NET
2 4 (16.00%) Web Services
Miscellaneous
1 4 (16.00%) Analytical Skills
2 3 (12.00%) Private Cloud
3 2 (8.00%) Clustering
3 2 (8.00%) Data Integration
3 2 (8.00%) iPad
3 2 (8.00%) Replication
4 1 (4.00%) Computer Science
4 1 (4.00%) Data Extraction
4 1 (4.00%) Enterprise Cloud
4 1 (4.00%) iPhone
4 1 (4.00%) Life Science
Operating Systems
1 5 (20.00%) Windows
2 4 (16.00%) Windows 10
3 2 (8.00%) Unix
4 1 (4.00%) Windows Server
Processes & Methodologies
1 17 (68.00%) Business Intelligence
2 7 (28.00%) Agile Software Development
3 6 (24.00%) CRM
4 4 (16.00%) Kimball Methodology
4 4 (16.00%) Workflow
5 2 (8.00%) Business Transformation
5 2 (8.00%) Disaster Recovery
5 2 (8.00%) High Availability
5 2 (8.00%) Performance Tuning
5 2 (8.00%) Predictive Modelling
5 2 (8.00%) PRINCE
5 2 (8.00%) Unit Testing
6 1 (4.00%) Change Management
6 1 (4.00%) Data Migration
6 1 (4.00%) Data Protection
6 1 (4.00%) E-Commerce
6 1 (4.00%) Migration
6 1 (4.00%) Mobile Commerce
6 1 (4.00%) Performance Management
6 1 (4.00%) Process Management
Programming Languages
1 20 (80.00%) SQL
2 8 (32.00%) T-SQL
3 4 (16.00%) C#
4 3 (12.00%) PL/SQL
5 2 (8.00%) Shell Script
5 2 (8.00%) VBA
6 1 (4.00%) ANSI SQL
6 1 (4.00%) Bash Shell
6 1 (4.00%) C
6 1 (4.00%) JavaScript
Qualifications
1 4 (16.00%) Microsoft Certification
2 1 (4.00%) SC Cleared
2 1 (4.00%) Security Cleared
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
2 1 (4.00%) QA
Vendors
1 12 (48.00%) Oracle
2 11 (44.00%) Microsoft
3 2 (8.00%) Salesforce.com
4 1 (4.00%) Cognos
4 1 (4.00%) Google
4 1 (4.00%) Informatica
4 1 (4.00%) MicroStrategy
4 1 (4.00%) Siebel
4 1 (4.00%) Tableau
4 1 (4.00%) Teradata