Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for ETL Development skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL Development over the 6 months to 23 June 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL) Development
England > North West
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 342 351 325
Rank change year-on-year +9 -26 +25
Permanent jobs citing ETL Development 15 11 18
As % of all permanent IT jobs advertised in the North West 0.12% 0.085% 0.16%
As % of the Processes & Methodologies category 0.13% 0.093% 0.18%
Number of salaries quoted 14 9 18
North West median annual salary £45,000 £39,000 £42,500
Median salary % change year-on-year +15.38% -8.24% -5.56%
10th Percentile £32,500 £31,500 £32,500
90th Percentile £52,500 £62,500 £47,500
England median annual salary £45,000 £45,000 £55,000
% change year-on-year - -18.18% -

ETL Development is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11,353 11,769 10,128
As % of all permanent IT jobs advertised in the North West 91.43% 91.21% 89.80%
Number of salaries quoted 9,144 9,638 8,469
North West median annual salary £44,500 £40,000 £40,000
Median salary % change year-on-year +11.25% - -
10th Percentile £26,250 £26,250 £24,250
90th Percentile £66,250 £63,575 £62,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

ETL Development
Job Vacancy Trend in the North West

Job postings citing ETL Development as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for ETL Development in the North West

ETL Development
Salary Trend in the North West

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

Salary trend for ETL Development in the North West

ETL Development
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL Development within the North West region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire -21 8 £37,500 -37.50% 1
Lancashire - 4 £45,000 -
Manchester +20 3 £45,000 +24.14% 2
ETL Development
England

For the 6 months to 23 June 2018, IT jobs citing ETL Development also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for ETL Development.

1 15 (100.00%) ETL
2 13 (86.67%) Business Intelligence
2 13 (86.67%) Data Warehouse
3 10 (66.67%) SQL Server
3 10 (66.67%) SQL Server Integration Services
4 8 (53.33%) SQL
5 7 (46.67%) Microsoft
6 6 (40.00%) SQL Server Analysis Services
6 6 (40.00%) SQL Server Reporting Services
7 5 (33.33%) Data Analysis
7 5 (33.33%) Agile Software Development
7 5 (33.33%) T-SQL
7 5 (33.33%) Power BI
8 4 (26.67%) Information Management
9 3 (20.00%) C#
9 3 (20.00%) Stakeholder Engagement
9 3 (20.00%) Google
9 3 (20.00%) MDX
9 3 (20.00%) ERP
9 3 (20.00%) Data Modelling
9 3 (20.00%) Data Transformation
10 2 (13.33%) Data Analysis Expressions (DAX)
10 2 (13.33%) Data Visualisation
10 2 (13.33%) Tableau
10 2 (13.33%) Data Quality
10 2 (13.33%) Twitter
10 2 (13.33%) Kimball Methodology
10 2 (13.33%) Analytics
10 2 (13.33%) Visualisation
10 2 (13.33%) Greenfield Project

ETL Development
Co-occurring IT Skills in the North West 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:

Database & Business Intelligence
1 13 (86.67%) Data Warehouse
2 10 (66.67%) SQL Server
2 10 (66.67%) SQL Server Integration Services
3 6 (40.00%) SQL Server Analysis Services
3 6 (40.00%) SQL Server Reporting Services
4 5 (33.33%) Power BI
5 2 (13.33%) Biml
5 2 (13.33%) MySQL
5 2 (13.33%) QlikView
6 1 (6.67%) OLAP
6 1 (6.67%) OLAP Cube
6 1 (6.67%) SQL Server 2008
6 1 (6.67%) SQL Server 2012
General
1 2 (13.33%) Finance
Job Titles
1 14 (93.33%) Developer
2 7 (46.67%) Business Intelligence Developer
3 4 (26.67%) Consultant
3 4 (26.67%) SSIS Consultant
3 4 (26.67%) SSIS Developer
4 3 (20.00%) Business Developer
4 3 (20.00%) ETL Developer
5 2 (13.33%) Power BI Developer
5 2 (13.33%) SQL BI Developer
5 2 (13.33%) SQL Developer
6 1 (6.67%) Data Engineer
6 1 (6.67%) Senior Business Intelligence Developer
6 1 (6.67%) Senior Developer
Libraries, Frameworks & Software Standards
1 3 (20.00%) MDX
2 2 (13.33%) XML
Miscellaneous
1 2 (13.33%) Greenfield Project
2 1 (6.67%) Fintech
Processes & Methodologies
1 15 (100.00%) ETL
2 13 (86.67%) Business Intelligence
3 5 (33.33%) Agile Software Development
3 5 (33.33%) Data Analysis
4 4 (26.67%) Information Management
5 3 (20.00%) Data Modelling
5 3 (20.00%) Data Transformation
5 3 (20.00%) ERP
5 3 (20.00%) Stakeholder Engagement
6 2 (13.33%) Analytics
6 2 (13.33%) Collaborative Working
6 2 (13.33%) Data Visualisation
6 2 (13.33%) Kimball Methodology
6 2 (13.33%) Migration
6 2 (13.33%) Visualisation
7 1 (6.67%) Data Cleansing
7 1 (6.67%) Waterfall
Programming Languages
1 8 (53.33%) SQL
2 5 (33.33%) T-SQL
3 3 (20.00%) C#
4 2 (13.33%) Data Analysis Expressions (DAX)
4 2 (13.33%) Python
Quality Assurance & Compliance
1 2 (13.33%) Data Quality
Vendors
1 7 (46.67%) Microsoft
2 3 (20.00%) Google
3 2 (13.33%) Tableau
3 2 (13.33%) Twitter
4 1 (6.67%) Oracle