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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 39 36 46
Rank change year-on-year
-3 +10
Permanent jobs citing ETL 26 10 6
As % of all permanent IT jobs located in Liverpool 4.63% 3.31% 1.47%
As % of the Processes & Methodologies category 5.25% 3.79% 1.75%
Number of salaries quoted 18 9 4
Median salary £37,500 £40,000 £50,000
Median salary % change year-on-year
-6.25% -20.00%
90% offered a salary of more than £33,500 £31,500 £41,250
10% offered a salary of more than £47,300 £47,200 £64,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Merseyside

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
495 264 343
As % of all permanent IT jobs located in Liverpool 88.08% 87.42% 84.07%
Number of salaries quoted 299 220 287
Median salary £41,500 £40,000 £40,000
Median salary % change year-on-year
+3.75% -
90% offered a salary of more than £32,500 £27,500 £30,000
10% offered a salary of more than £55,000 £60,000 £70,000
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
Salary Histogram in Liverpool

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

ETL Salary Histogram in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 29 September 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 Liverpool region with a requirement for ETL.

1 29 (78.38%) SQL
2 27 (72.97%) SQL Server
2 27 (72.97%) Business Intelligence
3 21 (56.76%) Microsoft
3 21 (56.76%) Data Warehouse
3 21 (56.76%) Oracle
4 18 (48.65%) SQL Server Integration Services
5 14 (37.84%) Agile Software Development
5 14 (37.84%) SQL Server Reporting Services
6 13 (35.14%) Oracle BI EE
6 13 (35.14%) Relational Database
7 12 (32.43%) Oracle ODI
8 11 (29.73%) Kimball Methodology
8 11 (29.73%) Analytical Skills
9 9 (24.32%) T-SQL
9 9 (24.32%) MS Excel
9 9 (24.32%) Essbase
10 8 (21.62%) PL/SQL
10 8 (21.62%) Oracle Reports
10 8 (21.62%) SQL Server 2008
10 8 (21.62%) SQL Server 2016
11 7 (18.92%) Power BI
11 7 (18.92%) RDBMS
12 6 (16.22%) .NET
12 6 (16.22%) CRM
12 6 (16.22%) Scrum
12 6 (16.22%) Finance
12 6 (16.22%) Translating Business Requirements
12 6 (16.22%) SQL Server 2012
13 5 (13.51%) OLAP Cube

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 (8.11%) SharePoint
Applications
1 9 (24.32%) MS Excel
Business Applications
1 1 (2.70%) Dynamics CRM
1 1 (2.70%) Dynamics NAV
Cloud Services
1 3 (8.11%) Office 365
Communications & Networking
1 1 (2.70%) SAN
Database & Business Intelligence
1 27 (72.97%) SQL Server
2 21 (56.76%) Data Warehouse
3 18 (48.65%) SQL Server Integration Services
4 14 (37.84%) SQL Server Reporting Services
5 13 (35.14%) Oracle BI EE
5 13 (35.14%) Relational Database
6 12 (32.43%) Oracle ODI
7 9 (24.32%) Essbase
8 8 (21.62%) Oracle Reports
8 8 (21.62%) SQL Server 2008
8 8 (21.62%) SQL Server 2016
9 7 (18.92%) Power BI
9 7 (18.92%) RDBMS
10 6 (16.22%) SQL Server 2012
11 5 (13.51%) Big Data
11 5 (13.51%) OLAP Cube
11 5 (13.51%) Oracle Database
11 5 (13.51%) Oracle OLAP
11 5 (13.51%) QlikView
11 5 (13.51%) SQL Server 2005
Development Applications
1 1 (2.70%) Talend Open Studio
1 1 (2.70%) Team Foundation Server
1 1 (2.70%) Visual Studio
General
1 6 (16.22%) Finance
2 5 (13.51%) Legal
2 5 (13.51%) Manufacturing
3 3 (8.11%) Law
4 1 (2.70%) Advertising
4 1 (2.70%) Games
Job Titles
1 22 (59.46%) Developer
2 14 (37.84%) Business Intelligence Developer
3 9 (24.32%) Oracle Developer
4 8 (21.62%) Oracle BI Developer
5 6 (16.22%) Analyst
6 4 (10.81%) Applications Support
6 4 (10.81%) SQL Developer
7 3 (8.11%) Administrator
7 3 (8.11%) Applications Support Analyst
7 3 (8.11%) Business Intelligence Analyst
7 3 (8.11%) DBA
7 3 (8.11%) SQL DBA
7 3 (8.11%) Support Analyst
8 2 (5.41%) Business Intelligence Manager
8 2 (5.41%) Database Developer
8 2 (5.41%) Lead Developer
8 2 (5.41%) Senior Analyst
8 2 (5.41%) Senior Applications Support
8 2 (5.41%) Senior Applications Support Analyst
8 2 (5.41%) Senior Support Analyst
Libraries, Frameworks & Software Standards
1 6 (16.22%) .NET
2 4 (10.81%) Web Services
3 1 (2.70%) Middleware
Miscellaneous
1 11 (29.73%) Analytical Skills
2 5 (13.51%) Life Science
3 3 (8.11%) Clustering
3 3 (8.11%) Data Integration
3 3 (8.11%) Private Cloud
3 3 (8.11%) Replication
4 2 (5.41%) iPad
5 1 (2.70%) Enterprise Cloud
Operating Systems
1 5 (13.51%) Windows
2 4 (10.81%) Windows 10
3 3 (8.11%) Unix
4 1 (2.70%) Windows Server
Processes & Methodologies
1 27 (72.97%) Business Intelligence
2 14 (37.84%) Agile Software Development
3 11 (29.73%) Kimball Methodology
4 6 (16.22%) CRM
4 6 (16.22%) Scrum
4 6 (16.22%) Translating Business Requirements
5 4 (10.81%) Performance Tuning
5 4 (10.81%) Workflow
6 3 (8.11%) Disaster Recovery
6 3 (8.11%) High Availability
6 3 (8.11%) Unit Testing
7 2 (5.41%) Analytics
7 2 (5.41%) Business Transformation
7 2 (5.41%) Data Analytics
7 2 (5.41%) Data Migration
7 2 (5.41%) Migration
7 2 (5.41%) Predictive Modelling
7 2 (5.41%) PRINCE
8 1 (2.70%) Inmon Methodology
8 1 (2.70%) Master Data Management
Programming Languages
1 29 (78.38%) SQL
2 9 (24.32%) T-SQL
3 8 (21.62%) PL/SQL
4 4 (10.81%) C#
5 3 (8.11%) Shell Script
6 2 (5.41%) VBA
7 1 (2.70%) Bash Shell
7 1 (2.70%) C
Qualifications
1 5 (13.51%) Microsoft Certification
2 2 (5.41%) SC Cleared
2 2 (5.41%) Security Cleared
Quality Assurance & Compliance
1 3 (8.11%) Data Quality
Vendors
1 21 (56.76%) Microsoft
1 21 (56.76%) Oracle
2 5 (13.51%) Cognos
3 2 (5.41%) Greenplum
3 2 (5.41%) Informatica
3 2 (5.41%) Salesforce.com
3 2 (5.41%) Siebel
4 1 (2.70%) Ab Initio
4 1 (2.70%) IBM
4 1 (2.70%) Netezza
4 1 (2.70%) Tableau
4 1 (2.70%) Talend
4 1 (2.70%) Teradata
4 1 (2.70%) TIBCO