Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in North Wales with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Wales > North Wales
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 28 - 16
Rank change year-on-year - +16 +16
Permanent jobs citing ETL 6 0 7
As % of all permanent IT jobs advertised in North Wales 4.41% - 8.43%
As % of the Processes & Methodologies category 4.76% - 10.29%
Number of salaries quoted 6 0 7
North Wales median annual salary £36,250 - £36,000
Wales median annual salary £40,000 £36,000 £36,500
% change year-on-year +11.11% -1.37% -2.67%

ETL 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 North Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
North Wales
Permanent vacancies with a requirement for process or methodology skills 126 59 68
As % of all permanent IT jobs advertised in North Wales 92.65% 62.11% 81.93%
Number of salaries quoted 102 57 59
North Wales median annual salary £35,000 £32,000 £35,000
Median salary % change year-on-year +9.38% -8.57% -6.67%
10th Percentile £25,000 £21,250 £23,500
90th Percentile £47,375 £50,250 £51,250
Wales median annual salary £39,750 £37,500 £36,000
% change year-on-year +6.00% +4.17% +1.41%

ETL
Job Vacancy Trend in North Wales

Job postings citing ETL as a percentage of all IT jobs advertised in North Wales.

Job vacancy trend for ETL in North Wales

ETL
Salary Trend in North Wales

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

Salary trend for ETL in North Wales

ETL
Salary Histogram in North Wales

The salary distribution of IT jobs citing ETL in North Wales over the 6 months to 22 January 2018.

Salary histogram for ETL in North Wales

ETL
Job Locations in North Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North Wales region over the 6 months to 22 January 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
Flintshire - 3 £32,500 -
Wrexham - 2 £40,000 -
Gwynedd - 1 £30,000 -
ETL
Wales

For the 6 months to 22 January 2018, 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 North Wales region with a requirement for ETL.

1 5 (83.33%) SQL
2 3 (50.00%) Microsoft
2 3 (50.00%) SQL Server
2 3 (50.00%) SQL Server Integration Services
2 3 (50.00%) Talend
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Elasticsearch
3 2 (33.33%) Kibana
3 2 (33.33%) Power BI
3 2 (33.33%) JSON
3 2 (33.33%) JIRA
3 2 (33.33%) Wiki
3 2 (33.33%) RESTful
3 2 (33.33%) HTML
3 2 (33.33%) Java
3 2 (33.33%) PL/SQL
3 2 (33.33%) Web Services
3 2 (33.33%) XML
3 2 (33.33%) Linux
3 2 (33.33%) Oracle
3 2 (33.33%) Data Warehouse
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Subversion
3 2 (33.33%) Lucene
3 2 (33.33%) SQL Server Reporting Services
3 2 (33.33%) Algorithms
3 2 (33.33%) Sonatype Nexus
4 1 (16.67%) Dashboard Development
4 1 (16.67%) Data Analysis
4 1 (16.67%) Retail

ETL
Co-occurring IT Skills in North Wales 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 2 (33.33%) Elasticsearch
Cloud Services
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 3 (50.00%) SQL Server
1 3 (50.00%) SQL Server Integration Services
2 2 (33.33%) Data Warehouse
2 2 (33.33%) Power BI
2 2 (33.33%) SQL Server Reporting Services
3 1 (16.67%) DataStage
3 1 (16.67%) DB2
3 1 (16.67%) NoSQL
3 1 (16.67%) QlikView
3 1 (16.67%) Redis
3 1 (16.67%) SQL Server 2012
3 1 (16.67%) SQL Server 2016
3 1 (16.67%) SQL Server Analysis Services
Development Applications
1 2 (33.33%) JIRA
1 2 (33.33%) Sonatype Nexus
1 2 (33.33%) Subversion
2 1 (16.67%) Team Foundation Server
2 1 (16.67%) Visual Studio
General
1 1 (16.67%) Retail
Job Titles
1 6 (100.00%) Developer
2 4 (66.67%) ETL Developer
3 2 (33.33%) Business Intelligence Developer
4 1 (16.67%) Business Developer
4 1 (16.67%) C# Developer
4 1 (16.67%) Data Engineer
4 1 (16.67%) Junior
4 1 (16.67%) Junior C# Developer
4 1 (16.67%) Junior Developer
4 1 (16.67%) Power BI Developer
4 1 (16.67%) SQL BI Developer
4 1 (16.67%) SQL Developer
4 1 (16.67%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (33.33%) HTML
1 2 (33.33%) JSON
1 2 (33.33%) Lucene
1 2 (33.33%) RESTful
1 2 (33.33%) Web Services
1 2 (33.33%) XML
2 1 (16.67%) .NET
2 1 (16.67%) .NET Framework
2 1 (16.67%) ASP.NET
2 1 (16.67%) ASP.NET MVC
2 1 (16.67%) ASP.NET MVC 4
2 1 (16.67%) ASP.NET MVC 5
2 1 (16.67%) ASP.NET Web API
2 1 (16.67%) Entity Framework
2 1 (16.67%) WCF
Miscellaneous
1 2 (33.33%) Algorithms
1 2 (33.33%) Wiki
2 1 (16.67%) Data Structures
Operating Systems
1 2 (33.33%) Linux
Processes & Methodologies
1 2 (33.33%) Agile Software Development
1 2 (33.33%) Business Intelligence
2 1 (16.67%) Analytics
2 1 (16.67%) CRM
2 1 (16.67%) Dashboard Development
2 1 (16.67%) Data Analysis
2 1 (16.67%) Data Analytics
2 1 (16.67%) Data Modelling
2 1 (16.67%) High Availability
2 1 (16.67%) Kimball Methodology
2 1 (16.67%) MVC
2 1 (16.67%) Performance Testing
2 1 (16.67%) Visualisation
Programming Languages
1 5 (83.33%) SQL
2 2 (33.33%) Java
2 2 (33.33%) PL/SQL
3 1 (16.67%) C#
3 1 (16.67%) T-SQL
Systems Management
1 2 (33.33%) Kibana
Vendors
1 3 (50.00%) Microsoft
1 3 (50.00%) Talend
2 2 (33.33%) Oracle
3 1 (16.67%) Informatica
3 1 (16.67%) Teradata