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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 31 41 49
Rank change year-on-year
+10 +8
Permanent jobs citing ETL 29 5 5
As % of all permanent IT jobs located in Liverpool 5.98% 1.52% 1.07%
As % of the Processes & Methodologies category 6.76% 1.81% 1.27%
Number of salaries quoted 19 4 4
Median salary £40,000 £32,500 £50,000
Median salary % change year-on-year
+23.07% -35.00%
90% offered a salary of more than £35,000 £29,000 £41,250
10% offered a salary of more than £47,000 £44,750 £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
429 277 395
As % of all permanent IT jobs located in Liverpool 88.45% 84.19% 84.58%
Number of salaries quoted 299 222 330
Median salary £40,000 £44,000 £40,000
Median salary % change year-on-year
-9.09% +10.00%
90% offered a salary of more than £30,000 £27,000 £28,625
10% offered a salary of more than £65,000 £57,500 £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 27 August 2016.

ETL Salary Histogram in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 27 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 Liverpool region with a requirement for ETL.

1 29 (85.29%) SQL
2 24 (70.59%) SQL Server
2 24 (70.59%) Business Intelligence
3 19 (55.88%) Microsoft
4 18 (52.94%) Data Warehouse
5 17 (50.00%) Oracle
6 16 (47.06%) SQL Server Integration Services
7 13 (38.24%) Agile Software Development
7 13 (38.24%) SQL Server Reporting Services
7 13 (38.24%) Oracle BI EE
7 13 (38.24%) Analytical Skills
8 12 (35.29%) Oracle ODI
9 11 (32.35%) Kimball Methodology
10 10 (29.41%) Relational Database
11 9 (26.47%) MS Excel
11 9 (26.47%) Essbase
12 8 (23.53%) Finance
12 8 (23.53%) T-SQL
12 8 (23.53%) Oracle Reports
13 7 (20.59%) PL/SQL
13 7 (20.59%) Power BI
14 6 (17.65%) Translating Business Requirements
14 6 (17.65%) Scrum
14 6 (17.65%) SQL Server 2008
15 5 (14.71%) SQL Server 2012
15 5 (14.71%) Big Data
15 5 (14.71%) Life Science
15 5 (14.71%) Oracle OLAP
15 5 (14.71%) QlikView
15 5 (14.71%) Legal

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 (8.82%) SharePoint
2 2 (5.88%) BizTalk Server
Applications
1 9 (26.47%) MS Excel
2 2 (5.88%) MS Office
Business Applications
1 3 (8.82%) Dynamics CRM
2 2 (5.88%) Salesforce.com CRM
3 1 (2.94%) Dynamics NAV
Cloud Services
1 3 (8.82%) Office 365
Communications & Networking
1 1 (2.94%) SAN
Database & Business Intelligence
1 24 (70.59%) SQL Server
2 18 (52.94%) Data Warehouse
3 16 (47.06%) SQL Server Integration Services
4 13 (38.24%) Oracle BI EE
4 13 (38.24%) SQL Server Reporting Services
5 12 (35.29%) Oracle ODI
6 10 (29.41%) Relational Database
7 9 (26.47%) Essbase
8 8 (23.53%) Oracle Reports
9 7 (20.59%) Power BI
10 6 (17.65%) SQL Server 2008
11 5 (14.71%) Big Data
11 5 (14.71%) OLAP
11 5 (14.71%) OLAP Cube
11 5 (14.71%) Oracle OLAP
11 5 (14.71%) QlikView
11 5 (14.71%) SQL Server 2012
11 5 (14.71%) SQL Server 2016
12 4 (11.76%) RDBMS
12 4 (11.76%) SQL Server Analysis Services
Development Applications
1 1 (2.94%) Talend Open Studio
1 1 (2.94%) Team Foundation Server
1 1 (2.94%) Visual Studio
General
1 8 (23.53%) Finance
2 5 (14.71%) Legal
2 5 (14.71%) Manufacturing
3 3 (8.82%) Law
4 2 (5.88%) Banking
5 1 (2.94%) Advertising
5 1 (2.94%) Games
Job Titles
1 20 (58.82%) Developer
2 14 (41.18%) Business Intelligence Developer
3 9 (26.47%) Oracle Developer
4 8 (23.53%) Oracle BI Developer
5 5 (14.71%) Analyst
6 3 (8.82%) Administrator
6 3 (8.82%) Applications Support
6 3 (8.82%) Business Intelligence Analyst
6 3 (8.82%) DBA
6 3 (8.82%) SQL DBA
6 3 (8.82%) SQL Developer
7 2 (5.88%) Applications Support Analyst
7 2 (5.88%) Banking Analyst
7 2 (5.88%) Business Intelligence Lead
7 2 (5.88%) Business Intelligence Manager
7 2 (5.88%) Lead Developer
7 2 (5.88%) Senior Analyst
7 2 (5.88%) Senior Applications Support
7 2 (5.88%) Senior Applications Support Analyst
7 2 (5.88%) Support Analyst
Libraries, Frameworks & Software Standards
1 2 (5.88%) .NET
2 1 (2.94%) Middleware
2 1 (2.94%) Web Services
Miscellaneous
1 13 (38.24%) Analytical Skills
2 5 (14.71%) Life Science
3 3 (8.82%) Clustering
3 3 (8.82%) Data Integration
3 3 (8.82%) Private Cloud
3 3 (8.82%) Replication
4 2 (5.88%) Credit Risk
4 2 (5.88%) iPad
4 2 (5.88%) Management Information System
4 2 (5.88%) SWIFT
5 1 (2.94%) Enterprise Cloud
Operating Systems
1 2 (5.88%) Unix
1 2 (5.88%) Windows
2 1 (2.94%) Windows 10
2 1 (2.94%) Windows Server
Processes & Methodologies
1 24 (70.59%) Business Intelligence
2 13 (38.24%) Agile Software Development
3 11 (32.35%) Kimball Methodology
4 6 (17.65%) Scrum
4 6 (17.65%) Translating Business Requirements
5 5 (14.71%) CRM
6 4 (11.76%) Performance Tuning
7 3 (8.82%) Disaster Recovery
7 3 (8.82%) High Availability
8 2 (5.88%) Business Transformation
8 2 (5.88%) Change Management
8 2 (5.88%) Data Analysis
8 2 (5.88%) Data Analytics
8 2 (5.88%) Data Migration
8 2 (5.88%) Migration
8 2 (5.88%) Predictive Modelling
8 2 (5.88%) Time Management
8 2 (5.88%) Unit Testing
8 2 (5.88%) User Acceptance Testing
8 2 (5.88%) Wealth Management
Programming Languages
1 29 (85.29%) SQL
2 8 (23.53%) T-SQL
3 7 (20.59%) PL/SQL
4 2 (5.88%) Shell Script
5 1 (2.94%) C
5 1 (2.94%) C#
5 1 (2.94%) VBA
Qualifications
1 4 (11.76%) Microsoft Certification
2 2 (5.88%) SC Cleared
2 2 (5.88%) Security Cleared
Quality Assurance & Compliance
1 3 (8.82%) Data Quality
2 2 (5.88%) SLA
Vendors
1 19 (55.88%) Microsoft
2 17 (50.00%) Oracle
3 5 (14.71%) Cognos
4 4 (11.76%) Salesforce.com
5 2 (5.88%) Bloomberg
5 2 (5.88%) Greenplum
5 2 (5.88%) Informatica
5 2 (5.88%) Remedy
5 2 (5.88%) Reuters
5 2 (5.88%) Siebel
6 1 (2.94%) Ab Initio
6 1 (2.94%) IBM
6 1 (2.94%) Netezza
6 1 (2.94%) Tableau
6 1 (2.94%) Talend
6 1 (2.94%) Teradata
6 1 (2.94%) TIBCO
Liverpool, Merseyside
Rullion IT Plus
Salary: £35000 - £40000 per annum + benefits
Posted: 2 days ago
Liverpool
Computer Futures
Salary: £36000 - £46000 per annum + 10% bonus
Posted: 8 days ago
Liverpool
Venturi
Salary: £25000 - £35000 per annum + benefits
Posted: 15 days ago
Liverpool
Computer Futures
Salary: £39999 - £48000 per annum + home working
Posted: 24 days ago