Period
to 11 December 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 11 December 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
11 Dec 2018
Same period 2017 Same period 2016
Rank 336 346 356
Rank change year-on-year +10 +10 -24
Permanent jobs citing ETL Development 18 25 13
As % of all permanent IT jobs advertised in the North West 0.16% 0.19% 0.11%
As % of the Processes & Methodologies category 0.17% 0.21% 0.11%
Number of salaries quoted 17 23 13
North West median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £35,000 £37,000 £32,500
90th Percentile £52,500 £62,500 £54,500
England median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +5.00%

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 10,303 12,088 11,344
As % of all permanent IT jobs advertised in the North West 91.04% 91.59% 91.68%
Number of salaries quoted 8,279 9,611 9,447
North West median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 11 December 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 11 December 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 +11 14 £45,000 - 1
Cheshire +24 3 £40,000 -20.00%
Lancashire +9 1 - -
ETL Development
England

For the 6 months to 11 December 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%) SQL Server
2 11 (61.11%) Data Warehouse
2 11 (61.11%) SQL Server Integration Services
3 10 (55.56%) Finance
4 9 (50.00%) Business Intelligence
5 8 (44.44%) Microsoft
5 8 (44.44%) SQL
6 6 (33.33%) Agile Software Development
6 6 (33.33%) Information Management
7 5 (27.78%) Data Quality
7 5 (27.78%) Data Transformation
8 4 (22.22%) T-SQL
8 4 (22.22%) ERP
9 3 (16.67%) Data Modelling
9 3 (16.67%) SQL Server Reporting Services
9 3 (16.67%) SC Cleared
9 3 (16.67%) Security Cleared
9 3 (16.67%) SQL Server 2008
10 2 (11.11%) Git (software)
10 2 (11.11%) Team Foundation Server
10 2 (11.11%) Microsoft Azure
10 2 (11.11%) MDX
10 2 (11.11%) SQL Server Analysis Services
10 2 (11.11%) Subversion
10 2 (11.11%) Informatica
10 2 (11.11%) Stakeholder Management
10 2 (11.11%) Analytical Skills
10 2 (11.11%) Problem-Solving
11 1 (5.56%) Fintech

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:

Cloud Services
1 2 (11.11%) Microsoft Azure
Database & Business Intelligence
1 11 (61.11%) Data Warehouse
1 11 (61.11%) SQL Server
1 11 (61.11%) SQL Server Integration Services
2 3 (16.67%) SQL Server 2008
2 3 (16.67%) SQL Server Reporting Services
3 2 (11.11%) SQL Server Analysis Services
Development Applications
1 2 (11.11%) Git (software)
1 2 (11.11%) Subversion
1 2 (11.11%) Team Foundation Server
General
1 10 (55.56%) Finance
2 1 (5.56%) Billing
Job Titles
1 15 (83.33%) Developer
2 9 (50.00%) ETL Developer
3 6 (33.33%) Consultant
3 6 (33.33%) SSIS Developer
4 5 (27.78%) SSIS Consultant
5 2 (11.11%) Azure Engineer
5 2 (11.11%) Business Intelligence Developer
5 2 (11.11%) Data Engineer
5 2 (11.11%) ETL Consultant
5 2 (11.11%) SQL Developer
6 1 (5.56%) Administrator
6 1 (5.56%) Data Migration Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) MDX
Miscellaneous
1 2 (11.11%) Analytical Skills
2 1 (5.56%) Data Structures
2 1 (5.56%) Fintech
Processes & Methodologies
1 18 (100.00%) ETL
2 9 (50.00%) Business Intelligence
3 6 (33.33%) Agile Software Development
3 6 (33.33%) Information Management
4 5 (27.78%) Data Transformation
5 4 (22.22%) ERP
6 3 (16.67%) Data Modelling
7 2 (11.11%) Problem-Solving
7 2 (11.11%) Stakeholder Management
8 1 (5.56%) Data Analysis
8 1 (5.56%) Data Cleansing
8 1 (5.56%) Data Migration
8 1 (5.56%) Migration
8 1 (5.56%) Stakeholder Engagement
Programming Languages
1 8 (44.44%) SQL
2 4 (22.22%) T-SQL
3 1 (5.56%) C#
Qualifications
1 3 (16.67%) SC Cleared
1 3 (16.67%) Security Cleared
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
Vendors
1 8 (44.44%) Microsoft
2 2 (11.11%) Informatica
3 1 (5.56%) Google
3 1 (5.56%) Oracle