The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Merseyside / Liverpool
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 40 45 43
Rank change year-on-year +5 -2  
Permanent jobs citing ETL 13 10 12
As % of all permanent IT jobs advertised in Liverpool 3.41% 2.51% 2.93%
As % of the Processes & Methodologies category 3.70% 3.04% 3.48%
Number of salaries quoted 13 8 7
Median salary £42,500 £42,500 £36,000
Median salary % change year-on-year - +18.05%  
90% offered a salary of more than £36,000 £39,250 £30,900
10% offered a salary of more than £45,000 £45,000 £38,200
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Liverpool with a requirement for process and methodology skills.

Process & Methodology Skills
Liverpool
Permanent job vacancies with a requirement for process and methodology skills 351 329 345
As % of all permanent IT job vacancies advertised in Liverpool 92.13% 82.66% 84.35%
Number of salaries quoted 248 260 252
Median salary £40,000 £42,500 £43,500
Median salary % change year-on-year -5.88% -2.29%  
90% offered a salary of more than £30,000 £30,500 £27,500
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Liverpool

ETL
Salary Trend in Liverpool

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

Salary trend for ETL in Liverpool

ETL
Salary Histogram in Liverpool

The salary distribution of IT jobs citing ETL in Liverpool over the 3 months to 25 June 2017.

Salary histogram for ETL in Liverpool

For the 6 months to 25 June 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 26 (100.00%) SQL Server Reporting Services
2 25 (96.15%) SQL
2 25 (96.15%) Business Intelligence
3 24 (92.31%) SQL Server
3 24 (92.31%) SQL Server Integration Services
4 21 (80.77%) T-SQL
5 19 (73.08%) SQL Server Analysis Services
6 14 (53.85%) ERwin
6 14 (53.85%) DTS
6 14 (53.85%) SQL Server Management Studio (SSMS)
7 6 (23.08%) Microsoft
7 6 (23.08%) Finance
7 6 (23.08%) Data Warehouse
8 5 (19.23%) Degree
9 4 (15.38%) Data Mining
10 3 (11.54%) Microsoft Excel
10 3 (11.54%) C#
10 3 (11.54%) Migration
10 3 (11.54%) Microsoft Analysis Services
10 3 (11.54%) System Testing
10 3 (11.54%) Dimensional Modelling
10 3 (11.54%) Data Migration
10 3 (11.54%) Reverse Engineering
10 3 (11.54%) Computer Science
10 3 (11.54%) Kimball Methodology
10 3 (11.54%) Performance Optimisation
10 3 (11.54%) SQL Server 2014
10 3 (11.54%) SQL Server 2016
10 3 (11.54%) Computer Science Degree
11 2 (7.69%) SQL Server 2012

ETL
Co-occurring 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 1 (3.85%) SharePoint
Applications
1 3 (11.54%) Microsoft Excel
2 2 (7.69%) Spreadsheet
Business Applications
1 2 (7.69%) Dynamics NAV
Cloud Services
1 1 (3.85%) Amazon AWS
1 1 (3.85%) Office 365
Database & Business Intelligence
1 26 (100.00%) SQL Server Reporting Services
2 24 (92.31%) SQL Server
2 24 (92.31%) SQL Server Integration Services
3 19 (73.08%) SQL Server Analysis Services
4 14 (53.85%) DTS
5 6 (23.08%) Data Warehouse
6 4 (15.38%) Data Mining
7 3 (11.54%) Microsoft Analysis Services
7 3 (11.54%) SQL Server 2014
7 3 (11.54%) SQL Server 2016
8 2 (7.69%) MS Access
8 2 (7.69%) MySQL
8 2 (7.69%) PostgreSQL
8 2 (7.69%) SQL Server 2012
9 1 (3.85%) Power BI
9 1 (3.85%) SQL Server 2008
Development Applications
1 14 (53.85%) ERwin
1 14 (53.85%) SQL Server Management Studio (SSMS)
General
1 6 (23.08%) Finance
2 2 (7.69%) Legal
3 1 (3.85%) Games
Job Titles
1 20 (76.92%) Developer
2 18 (69.23%) SQL Developer
3 17 (65.38%) SQL Server Developer
4 9 (34.62%) Senior Developer
5 8 (30.77%) Senior SQL Developer
5 8 (30.77%) Senior SQL Server Developer
6 6 (23.08%) Analyst
7 5 (19.23%) SQL Analyst
8 4 (15.38%) Business Intelligence Analyst
9 2 (7.69%) Business Intelligence Developer
9 2 (7.69%) Data Analyst
9 2 (7.69%) SQL Data Analyst
9 2 (7.69%) SQL Server Analyst
10 1 (3.85%) DBA
10 1 (3.85%) Senior Business Intelligence Developer
10 1 (3.85%) SSIS Developer
10 1 (3.85%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (7.69%) Web Services
2 1 (3.85%) .NET
Miscellaneous
1 3 (11.54%) Computer Science
2 2 (7.69%) Analytical Skills
2 2 (7.69%) Management Information System
Processes & Methodologies
1 25 (96.15%) Business Intelligence
2 3 (11.54%) Data Migration
2 3 (11.54%) Dimensional Modelling
2 3 (11.54%) Kimball Methodology
2 3 (11.54%) Migration
2 3 (11.54%) Performance Optimisation
2 3 (11.54%) Reverse Engineering
2 3 (11.54%) System Testing
3 2 (7.69%) Analytics
3 2 (7.69%) B2B
3 2 (7.69%) CRM
3 2 (7.69%) Data Analysis
3 2 (7.69%) Data Analytics
3 2 (7.69%) Data Conversion
3 2 (7.69%) Data Integration
3 2 (7.69%) Data Management
3 2 (7.69%) Mathematics
3 2 (7.69%) Predictive Modelling
3 2 (7.69%) Process Management
4 1 (3.85%) Data Modelling
Programming Languages
1 25 (96.15%) SQL
2 21 (80.77%) T-SQL
3 3 (11.54%) C#
4 2 (7.69%) VB
Qualifications
1 5 (19.23%) Degree
2 3 (11.54%) Computer Science Degree
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
Vendors
1 6 (23.08%) Microsoft
Liverpool, Merseyside
Applause IT Innovation
Salary: £40000 - £50000 per annum + + Great Benefits
Posted: 6 days ago