Period
to 21 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Flintshire 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
North Wales > Flintshire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 21 - 11
Rank change year-on-year - +11 -
Permanent jobs citing ETL 3 0 4
As % of all permanent IT jobs advertised in Flintshire 6.12% - 13.79%
As % of the Processes & Methodologies category 6.38% - 17.39%
Number of salaries quoted 3 0 4
Flintshire median annual salary £32,500 - £36,000
North Wales median annual salary £36,250 - £36,000

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 Flintshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Flintshire
Permanent vacancies with a requirement for process or methodology skills 47 26 23
As % of all permanent IT jobs advertised in Flintshire 95.92% 61.90% 79.31%
Number of salaries quoted 42 25 23
Flintshire median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% +6.67%
10th Percentile £26,375 £25,500 £31,250
90th Percentile £47,500 £46,500 £51,250
North Wales median annual salary £35,000 £29,000 £36,000
% change year-on-year +20.69% -19.44% -4.00%

ETL
Job Vacancy Trend in Flintshire

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

Job vacancy trend for ETL in Flintshire

ETL
Salary Trend in Flintshire

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

Salary trend for ETL in Flintshire

ETL
Salary Histogram in Flintshire

The salary distribution of IT jobs citing ETL in Flintshire over the 6 months to 21 February 2018.

Salary histogram for ETL in Flintshire

For the 6 months to 21 February 2018, IT jobs citing ETL 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 Flintshire region with a requirement for ETL.

1 3 (100.00%) SQL Server Integration Services
2 2 (66.67%) SQL Server
2 2 (66.67%) Microsoft
2 2 (66.67%) Agile Software Development
2 2 (66.67%) SQL
3 1 (33.33%) T-SQL
3 1 (33.33%) .NET
3 1 (33.33%) C#
3 1 (33.33%) Retail
3 1 (33.33%) SQL Server Reporting Services
3 1 (33.33%) Data Analysis
3 1 (33.33%) Informatica
3 1 (33.33%) DataStage
3 1 (33.33%) DB2
3 1 (33.33%) Visual Studio
3 1 (33.33%) ASP.NET
3 1 (33.33%) Data Warehouse
3 1 (33.33%) Data Modelling
3 1 (33.33%) Business Intelligence
3 1 (33.33%) MVC
3 1 (33.33%) Teradata
3 1 (33.33%) .NET Framework
3 1 (33.33%) WCF
3 1 (33.33%) QlikView
3 1 (33.33%) Performance Testing
3 1 (33.33%) SQL Server Analysis Services
3 1 (33.33%) Visualisation
3 1 (33.33%) Microsoft Azure
3 1 (33.33%) ASP.NET MVC
3 1 (33.33%) NoSQL

ETL
Co-occurring IT Skills in Flintshire 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 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 3 (100.00%) SQL Server Integration Services
2 2 (66.67%) SQL Server
3 1 (33.33%) Data Warehouse
3 1 (33.33%) DataStage
3 1 (33.33%) DB2
3 1 (33.33%) NoSQL
3 1 (33.33%) Power BI
3 1 (33.33%) QlikView
3 1 (33.33%) Redis
3 1 (33.33%) SQL Server 2016
3 1 (33.33%) SQL Server Analysis Services
3 1 (33.33%) SQL Server Reporting Services
Development Applications
1 1 (33.33%) Visual Studio
General
1 1 (33.33%) Retail
Job Titles
1 3 (100.00%) Developer
2 1 (33.33%) Business Developer
2 1 (33.33%) Business Intelligence Developer
2 1 (33.33%) C# Developer
2 1 (33.33%) Data Engineer
2 1 (33.33%) ETL Developer
2 1 (33.33%) Junior
2 1 (33.33%) Junior C# Developer
2 1 (33.33%) Junior Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) .NET
1 1 (33.33%) .NET Framework
1 1 (33.33%) ASP.NET
1 1 (33.33%) ASP.NET MVC
1 1 (33.33%) ASP.NET MVC 4
1 1 (33.33%) ASP.NET MVC 5
1 1 (33.33%) ASP.NET Web API
1 1 (33.33%) Entity Framework
1 1 (33.33%) WCF
Processes & Methodologies
1 2 (66.67%) Agile Software Development
2 1 (33.33%) Analytics
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Dashboard Development
2 1 (33.33%) Data Analysis
2 1 (33.33%) Data Analytics
2 1 (33.33%) Data Modelling
2 1 (33.33%) High Availability
2 1 (33.33%) Kimball Methodology
2 1 (33.33%) MVC
2 1 (33.33%) Performance Testing
2 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) SQL
2 1 (33.33%) C#
2 1 (33.33%) T-SQL
Vendors
1 2 (66.67%) Microsoft
2 1 (33.33%) Informatica
2 1 (33.33%) Talend
2 1 (33.33%) Teradata