Period
to 23 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 335 370 343
Rank change year-on-year +35 -27 +8
Permanent jobs citing ETL Development 18 7 9
As % of all permanent IT jobs advertised in the North West 0.15% 0.054% 0.075%
As % of the Processes & Methodologies category 0.17% 0.059% 0.083%
Number of salaries quoted 16 6 9
North West median annual salary £45,000 £41,250 £42,500
Median salary % change year-on-year +9.09% -2.94% +9.68%
10th Percentile £32,500 £33,250 £36,500
90th Percentile £52,500 £62,500 £55,000
England median annual salary £52,500 £46,000 £52,500
% change year-on-year +14.13% -12.38% -

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 10,731 11,880 10,810
As % of all permanent IT jobs advertised in the North West 90.99% 91.15% 90.51%
Number of salaries quoted 8,620 9,471 9,045
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £25,500
90th Percentile £67,500 £65,000 £62,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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
Salary Histogram in the North West

The salary distribution of IT jobs citing ETL Development in the North West over the 6 months to 23 September 2018.

Salary histogram 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 September 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
Manchester +23 10 £45,000 +5.88% 2
Cheshire +2 7 £40,000 -20.00%
Lancashire +12 1 - -
ETL Development
England

For the 6 months to 23 September 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 18 (100.00%) ETL
2 11 (61.11%) Data Warehouse
2 11 (61.11%) Business Intelligence
3 10 (55.56%) SQL
3 10 (55.56%) SQL Server
3 10 (55.56%) SQL Server Integration Services
4 8 (44.44%) Finance
5 7 (38.89%) SQL Server Reporting Services
6 6 (33.33%) SQL Server Analysis Services
6 6 (33.33%) Data Transformation
7 5 (27.78%) Data Quality
7 5 (27.78%) ERP
7 5 (27.78%) T-SQL
7 5 (27.78%) Microsoft
8 4 (22.22%) Agile Software Development
8 4 (22.22%) MDX
9 3 (16.67%) Information Management
9 3 (16.67%) Google
9 3 (16.67%) C#
9 3 (16.67%) Data Analysis
9 3 (16.67%) Data Modelling
9 3 (16.67%) Stakeholder Engagement
10 2 (11.11%) Twitter
10 2 (11.11%) Power BI
10 2 (11.11%) Fintech
10 2 (11.11%) Migration
10 2 (11.11%) Stakeholder Management
10 2 (11.11%) Informatica
10 2 (11.11%) Oracle
10 2 (11.11%) Data Cleansing

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 11 (61.11%) Data Warehouse
2 10 (55.56%) SQL Server
2 10 (55.56%) SQL Server Integration Services
3 7 (38.89%) SQL Server Reporting Services
4 6 (33.33%) SQL Server Analysis Services
5 2 (11.11%) Power BI
5 2 (11.11%) SQL Server 2008
6 1 (5.56%) Biml
6 1 (5.56%) OLAP
6 1 (5.56%) OLAP Cube
6 1 (5.56%) SQL Server 2012
General
1 8 (44.44%) Finance
2 1 (5.56%) Billing
Job Titles
1 17 (94.44%) Developer
2 10 (55.56%) ETL Developer
3 6 (33.33%) Business Intelligence Developer
4 3 (16.67%) Consultant
4 3 (16.67%) SQL Developer
4 3 (16.67%) SSIS Developer
5 2 (11.11%) ETL Consultant
5 2 (11.11%) SSIS Consultant
6 1 (5.56%) Administrator
6 1 (5.56%) Business Developer
6 1 (5.56%) Data Migration Developer
6 1 (5.56%) Power BI Developer
6 1 (5.56%) Senior Business Intelligence Developer
6 1 (5.56%) Senior Developer
6 1 (5.56%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 4 (22.22%) MDX
2 1 (5.56%) XML
Miscellaneous
1 2 (11.11%) Fintech
2 1 (5.56%) Data Structures
Processes & Methodologies
1 18 (100.00%) ETL
2 11 (61.11%) Business Intelligence
3 6 (33.33%) Data Transformation
4 5 (27.78%) ERP
5 4 (22.22%) Agile Software Development
6 3 (16.67%) Data Analysis
6 3 (16.67%) Data Modelling
6 3 (16.67%) Information Management
6 3 (16.67%) Stakeholder Engagement
7 2 (11.11%) Data Cleansing
7 2 (11.11%) Migration
7 2 (11.11%) Stakeholder Management
8 1 (5.56%) Analytics
8 1 (5.56%) Collaborative Working
8 1 (5.56%) Data Migration
8 1 (5.56%) Waterfall
Programming Languages
1 10 (55.56%) SQL
2 5 (27.78%) T-SQL
3 3 (16.67%) C#
4 1 (5.56%) Data Analysis Expressions (DAX)
Qualifications
1 2 (11.11%) SC Cleared
1 2 (11.11%) Security Cleared
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
Vendors
1 5 (27.78%) Microsoft
2 3 (16.67%) Google
3 2 (11.11%) Informatica
3 2 (11.11%) Oracle
3 2 (11.11%) Twitter