Period
to 23 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 350 340 318
Rank change year-on-year -10 -22 +55
Permanent jobs citing ETL Development 21 16 32
As % of all permanent IT jobs advertised in the North West 0.16% 0.13% 0.27%
As % of the Processes & Methodologies category 0.18% 0.14% 0.30%
Number of salaries quoted 20 14 30
North West median annual salary £45,000 £38,250 £43,750
Median salary % change year-on-year +17.65% -12.57% +42.28%
10th Percentile £36,925 £32,500 £33,750
90th Percentile £53,500 £47,125 £51,250
England median annual salary £45,000 £51,000 £52,500
% change year-on-year -11.76% -2.86% -6.25%

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 11,637 11,225 10,688
As % of all permanent IT jobs advertised in the North West 90.99% 90.54% 88.82%
Number of salaries quoted 9,329 9,353 8,869
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,453 £26,000 £24,500
90th Percentile £66,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 February 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 February 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 +21 17 £47,500 +31.03% 2
Cheshire -52 2 £37,500 -7.98%
Lancashire - 2 £41,250 - 1
ETL Development
England

For the 6 months to 23 February 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 21 (100.00%) ETL
2 16 (76.19%) Data Warehouse
3 15 (71.43%) SQL
4 13 (61.90%) SQL Server
4 13 (61.90%) Business Intelligence
5 11 (52.38%) SQL Server Integration Services
6 10 (47.62%) Data Structures
7 9 (42.86%) SAP
7 9 (42.86%) Data Modelling
8 7 (33.33%) Microsoft
8 7 (33.33%) Data Analysis
9 6 (28.57%) SQL Server Analysis Services
9 6 (28.57%) SQL Server Reporting Services
9 6 (28.57%) MySQL
9 6 (28.57%) Analytics
10 5 (23.81%) Pentaho
10 5 (23.81%) Use Case
10 5 (23.81%) SAP Data Services
10 5 (23.81%) Power BI
10 5 (23.81%) SQL Server 2014
10 5 (23.81%) Prototyping
10 5 (23.81%) T-SQL
10 5 (23.81%) Cognos
10 5 (23.81%) Data Integration
10 5 (23.81%) QA
11 4 (19.05%) System Testing
11 4 (19.05%) Microsoft Analysis Services
11 4 (19.05%) Microsoft Certification
11 4 (19.05%) Oracle
11 4 (19.05%) Visual Studio

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:

Applications
1 3 (14.29%) SPSS
Business Applications
1 1 (4.76%) Cognos TM1
Cloud Services
1 3 (14.29%) Amazon AWS
1 3 (14.29%) Microsoft Azure
2 2 (9.52%) Google Cloud Platform
Database & Business Intelligence
1 16 (76.19%) Data Warehouse
2 13 (61.90%) SQL Server
3 11 (52.38%) SQL Server Integration Services
4 6 (28.57%) MySQL
4 6 (28.57%) SQL Server Analysis Services
4 6 (28.57%) SQL Server Reporting Services
5 5 (23.81%) Pentaho
5 5 (23.81%) Power BI
5 5 (23.81%) SAP Data Services
5 5 (23.81%) SQL Server 2014
6 4 (19.05%) Cognos Analysis Studio
6 4 (19.05%) Cognos Framework Manager
6 4 (19.05%) Cognos Report Studio
6 4 (19.05%) Microsoft Analysis Services
6 4 (19.05%) Roambi
7 3 (14.29%) BusinessObjects
7 3 (14.29%) Oracle Database
7 3 (14.29%) Oracle Reports
8 2 (9.52%) Amazon Redshift
8 2 (9.52%) MongoDB
Development Applications
1 4 (19.05%) Visual Studio
2 1 (4.76%) Team Foundation Server
General
1 2 (9.52%) Games
2 1 (4.76%) Finance
Job Titles
1 15 (71.43%) Developer
2 11 (52.38%) SQL Developer
3 5 (23.81%) Business Intelligence Developer
3 5 (23.81%) SSIS Developer
4 4 (19.05%) Analyst
4 4 (19.05%) Business Developer
4 4 (19.05%) Cognos Developer
4 4 (19.05%) Data Analyst
4 4 (19.05%) SSRS Developer
5 3 (14.29%) Database Developer
5 3 (14.29%) SQL BI Developer
5 3 (14.29%) SQL Database Developer
5 3 (14.29%) SQL Server BI Developer
5 3 (14.29%) SQL Server Developer
5 3 (14.29%) T-SQL Developer
6 2 (9.52%) Data Engineer
6 2 (9.52%) ETL Developer
6 2 (9.52%) ETL Specialist
6 2 (9.52%) Redshift Developer
6 2 (9.52%) Redshift Specialist
Libraries, Frameworks & Software Standards
1 3 (14.29%) REST
2 2 (9.52%) Elastic Stack
3 1 (4.76%) .NET
3 1 (4.76%) XML
Miscellaneous
1 10 (47.62%) Data Structures
2 3 (14.29%) Greenfield Project
3 2 (9.52%) Analytical Skills
4 1 (4.76%) Clustering
4 1 (4.76%) Replication
Processes & Methodologies
1 21 (100.00%) ETL
2 13 (61.90%) Business Intelligence
3 9 (42.86%) Data Modelling
4 7 (33.33%) Data Analysis
5 6 (28.57%) Analytics
6 5 (23.81%) Data Integration
6 5 (23.81%) Prototyping
6 5 (23.81%) Use Case
7 4 (19.05%) System Testing
8 3 (14.29%) Kimball Methodology
9 2 (9.52%) Agile Software Development
9 2 (9.52%) Data Visualisation
9 2 (9.52%) Performance Tuning
9 2 (9.52%) Visualisation
10 1 (4.76%) Business Continuity
10 1 (4.76%) Capacity Planning
10 1 (4.76%) Disaster Recovery
10 1 (4.76%) Full Text Search
10 1 (4.76%) Information Management
10 1 (4.76%) Migration
Programming Languages
1 15 (71.43%) SQL
2 5 (23.81%) T-SQL
3 3 (14.29%) C#
3 3 (14.29%) R
4 2 (9.52%) Python
5 1 (4.76%) PHP
5 1 (4.76%) PL/SQL
Qualifications
1 4 (19.05%) Microsoft Certification
2 3 (14.29%) MCP
3 1 (4.76%) ITIL Certification
Quality Assurance & Compliance
1 5 (23.81%) QA
Vendors
1 9 (42.86%) SAP
2 7 (33.33%) Microsoft
3 5 (23.81%) Cognos
4 4 (19.05%) Oracle
5 2 (9.52%) Google
5 2 (9.52%) Snowplow
5 2 (9.52%) Tableau
6 1 (4.76%) IBM