Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Wales > North Wales
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 27 - 20
Rank change year-on-year - +20 +8
Permanent jobs citing ETL 3 0 6
As % of all permanent IT jobs advertised in North Wales 2.42% - 5.83%
As % of the Processes & Methodologies category 2.59% - 6.38%
Number of salaries quoted 3 0 6
North Wales median annual salary £40,000 - £36,000
Wales median annual salary £40,000 £37,500 £45,000
% change year-on-year +6.67% -16.67% +20.00%

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 116 60 94
As % of all permanent IT jobs advertised in North Wales 93.55% 64.52% 91.26%
Number of salaries quoted 87 53 69
North Wales median annual salary £35,000 £37,500 £35,000
Median salary % change year-on-year -6.67% +7.14% -2.78%
10th Percentile £25,000 £25,000 £23,500
90th Percentile £45,000 £52,000 £49,250
Wales median annual salary £40,000 £37,500 £36,000
% change year-on-year +6.67% +4.17% +2.86%

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 20 November 2017.

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 20 November 2017. 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
Wrexham - 2 £40,000 - 1
Flintshire - 1 £29,000 -
ETL
Wales

For the 6 months to 20 November 2017, 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 2 (66.67%) Web Services
1 2 (66.67%) XML
1 2 (66.67%) Linux
1 2 (66.67%) HTML
1 2 (66.67%) Java
1 2 (66.67%) PL/SQL
1 2 (66.67%) SQL
1 2 (66.67%) Oracle
1 2 (66.67%) Subversion
1 2 (66.67%) Lucene
1 2 (66.67%) Talend Open Studio
1 2 (66.67%) RESTful
1 2 (66.67%) JSON
1 2 (66.67%) JIRA
1 2 (66.67%) Wiki
1 2 (66.67%) Talend
1 2 (66.67%) Elasticsearch
1 2 (66.67%) Kibana
1 2 (66.67%) Algorithms
1 2 (66.67%) Sonatype Nexus
2 1 (33.33%) C#
2 1 (33.33%) ASP.NET MVC 5
2 1 (33.33%) ASP.NET Web API
2 1 (33.33%) ASP.NET MVC 4
2 1 (33.33%) WCF
2 1 (33.33%) Performance Testing
2 1 (33.33%) Microsoft Azure
2 1 (33.33%) ASP.NET MVC
2 1 (33.33%) NoSQL
2 1 (33.33%) Entity Framework

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 (66.67%) Elasticsearch
Cloud Services
1 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 1 (33.33%) DB2
1 1 (33.33%) NoSQL
1 1 (33.33%) Redis
1 1 (33.33%) SQL Server
1 1 (33.33%) SQL Server Integration Services
Development Applications
1 2 (66.67%) JIRA
1 2 (66.67%) Sonatype Nexus
1 2 (66.67%) Subversion
1 2 (66.67%) Talend Open Studio
2 1 (33.33%) Visual Studio
General
1 1 (33.33%) Retail
Job Titles
1 3 (100.00%) Developer
2 2 (66.67%) ETL Developer
3 1 (33.33%) C# Developer
3 1 (33.33%) Junior
3 1 (33.33%) Junior C# Developer
3 1 (33.33%) Junior Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) HTML
1 2 (66.67%) JSON
1 2 (66.67%) Lucene
1 2 (66.67%) RESTful
1 2 (66.67%) Web Services
1 2 (66.67%) XML
2 1 (33.33%) .NET
2 1 (33.33%) .NET Framework
2 1 (33.33%) ASP.NET
2 1 (33.33%) ASP.NET MVC
2 1 (33.33%) ASP.NET MVC 4
2 1 (33.33%) ASP.NET MVC 5
2 1 (33.33%) ASP.NET Web API
2 1 (33.33%) Entity Framework
2 1 (33.33%) WCF
Miscellaneous
1 2 (66.67%) Algorithms
1 2 (66.67%) Wiki
Operating Systems
1 2 (66.67%) Linux
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) High Availability
1 1 (33.33%) MVC
1 1 (33.33%) Performance Testing
Programming Languages
1 2 (66.67%) Java
1 2 (66.67%) PL/SQL
1 2 (66.67%) SQL
2 1 (33.33%) C#
Systems Management
1 2 (66.67%) Kibana
Vendors
1 2 (66.67%) Oracle
1 2 (66.67%) Talend
2 1 (33.33%) Microsoft
2 1 (33.33%) Teradata