The table below looks at the statistics for ETL skills in IT jobs advertised for the Liverpool region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 2 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Sep 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 48 57 62
Rank change year-on-year
+9 +5
Permanent jobs citing ETL 5 3 3
As % of all permanent IT jobs located in Liverpool 1.13% 0.64% 0.59%
As % of the Processes & Methodologies category 1.43% 0.81% 0.82%
Number of salaries quoted 4 3 3
Average salary £50,000 £42,500 £27,500
Average salary % change year-on-year
+17.64% +54.54%
UK excluding London average salary £45,000 £45,000 £42,000
% change year-on-year
- +7.14%
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
350 369 364
As % of all permanent IT jobs located in Liverpool 79.37% 78.68% 71.94%
Number of salaries quoted 293 327 339
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £57,500 £62,500 £50,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

ETL
Jobs Demand Trend in Liverpool

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Liverpool region as a proportion of the total demand within 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 2 September 2014.

ETL Salary Histogram in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 2 September 2014, IT jobs across the Liverpool region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 9 (60.00%) Data Warehouse
2 8 (53.33%) SQL
2 8 (53.33%) Microsoft
2 8 (53.33%) SQL Server Integration Services
3 7 (46.67%) Business Intelligence
4 6 (40.00%) Project Management
4 6 (40.00%) Data Modelling
5 5 (33.33%) SQL Server
5 5 (33.33%) Dimensional Modelling
5 5 (33.33%) SQL Server Reporting Services
5 5 (33.33%) Relational Database
6 4 (26.67%) Apache Pig
6 4 (26.67%) Enterprise Software
6 4 (26.67%) ServiceNow
6 4 (26.67%) MapReduce
6 4 (26.67%) Tableau
6 4 (26.67%) SaaS
6 4 (26.67%) Apache Hive
6 4 (26.67%) Big Data
6 4 (26.67%) Customer Insight
6 4 (26.67%) Hadoop
6 4 (26.67%) Dynamics CRM
6 4 (26.67%) RDBMS
6 4 (26.67%) Salesforce.com
6 4 (26.67%) DTS
6 4 (26.67%) ERP
6 4 (26.67%) Linux
6 4 (26.67%) CRM
7 3 (20.00%) MS Excel
7 3 (20.00%) OLAP

ETL
Top Related IT Skills in Liverpool by Category

For the 6 months to 2 September 2014, IT jobs across the Liverpool region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 4 (26.67%) Apache Pig
Applications
1 3 (20.00%) MS Excel
Business Applications
1 4 (26.67%) Dynamics CRM
2 1 (6.67%) Cognos Controller
2 1 (6.67%) Cognos TM1
Cloud Services
1 4 (26.67%) SaaS
Communications & Networking
1 2 (13.33%) Wi-Fi
Database & Business Intelligence
1 9 (60.00%) Data Warehouse
2 8 (53.33%) SQL Server Integration Services
3 5 (33.33%) SQL Server Reporting Services
3 5 (33.33%) SQL Server
3 5 (33.33%) Relational Database
4 4 (26.67%) Hadoop
4 4 (26.67%) Apache Hive
4 4 (26.67%) Big Data
4 4 (26.67%) RDBMS
4 4 (26.67%) DTS
5 3 (20.00%) OLAP
5 3 (20.00%) Microsoft Analysis Services
5 3 (20.00%) SQL Server Analysis Services
6 2 (13.33%) SAP BW
6 2 (13.33%) Data Mining
6 2 (13.33%) SQL Server 2012
6 2 (13.33%) SAP Data Services
7 1 (6.67%) Cognos Query Studio
7 1 (6.67%) Cognos Analysis Studio
7 1 (6.67%) Cognos Report Studio
Development Applications
1 1 (6.67%) Visual Studio
General
1 3 (20.00%) Finance
2 1 (6.67%) Retail
Job Titles
1 5 (33.33%) Developer
2 4 (26.67%) Business Intelligence Developer
3 3 (20.00%) Applications Support
4 2 (13.33%) Applications Support Analyst
4 2 (13.33%) SQL Developer
4 2 (13.33%) Analyst
4 2 (13.33%) Support Analyst
4 2 (13.33%) Support Engineer
4 2 (13.33%) Senior Support Engineer
4 2 (13.33%) Business Intelligence Manager
4 2 (13.33%) Data Scientist
4 2 (13.33%) Business Manager
5 1 (6.67%) TM1 Developer
5 1 (6.67%) Products Support Engineer
5 1 (6.67%) Microsoft Developer
5 1 (6.67%) Cognos Developer
5 1 (6.67%) Business Developer
5 1 (6.67%) Applications Support Engineer
Libraries, Frameworks & Software Standards
1 2 (13.33%) MDX
2 1 (6.67%) .NET
Miscellaneous
1 4 (26.67%) Enterprise Software
2 2 (13.33%) Computer Science
2 2 (13.33%) Visualisation
3 1 (6.67%) Management Information System
Operating Systems
1 4 (26.67%) Linux
Processes & Methodologies
1 7 (46.67%) Business Intelligence
2 6 (40.00%) Project Management
2 6 (40.00%) Data Modelling
3 5 (33.33%) Dimensional Modelling
4 4 (26.67%) MapReduce
4 4 (26.67%) Customer Insight
4 4 (26.67%) CRM
4 4 (26.67%) ERP
5 3 (20.00%) Data Management
5 3 (20.00%) Continuous Improvement
6 2 (13.33%) Capacity Management
6 2 (13.33%) Time Management
6 2 (13.33%) Performance Management
6 2 (13.33%) Business Analysis
6 2 (13.33%) Migration
6 2 (13.33%) Analytics
7 1 (6.67%) User Acceptance Testing
7 1 (6.67%) Performance Testing
7 1 (6.67%) Data Analytics
7 1 (6.67%) Kimball Methodology
Programming Languages
1 8 (53.33%) SQL
2 2 (13.33%) T-SQL
3 1 (6.67%) PowerHouse
3 1 (6.67%) C#
3 1 (6.67%) Java
Qualifications
1 2 (13.33%) Degree
Quality Assurance & Compliance
1 1 (6.67%) QA
Vendors
1 8 (53.33%) Microsoft
2 4 (26.67%) Salesforce.com
2 4 (26.67%) Tableau
2 4 (26.67%) ServiceNow
3 3 (20.00%) Teradata
4 2 (13.33%) Kalido
4 2 (13.33%) SAP
4 2 (13.33%) Cognos
5 1 (6.67%) IBM