Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Wales 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
UK > Wales
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 124 135 148
Rank change year-on-year +11 +13 -
Permanent jobs citing ETL Development 15 4 6
As % of all permanent IT jobs advertised in Wales 0.74% 0.19% 0.23%
As % of the Processes & Methodologies category 0.84% 0.21% 0.25%
Number of salaries quoted 15 4 6
Wales median annual salary £30,000 £35,000 £33,500
Median salary % change year-on-year -14.29% +4.48% -
10th Percentile £23,500 £32,500 £30,500
90th Percentile £41,250 £37,500 £40,625
UK 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 Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
Wales
Permanent vacancies with a requirement for process or methodology skills 1,784 1,923 2,354
As % of all permanent IT jobs advertised in Wales 88.45% 93.03% 90.78%
Number of salaries quoted 1,446 1,640 2,006
Wales median annual salary £40,000 £39,675 £37,500
Median salary % change year-on-year +0.82% +5.80% +4.17%
10th Percentile £25,500 £23,750 £22,500
90th Percentile £63,750 £56,250 £55,250
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

ETL Development
Job Vacancy Trend in Wales

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

Job vacancy trend for ETL Development in Wales

ETL Development
Salary Trend in Wales

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

Salary trend for ETL Development in Wales

ETL Development
Salary Histogram in Wales

The salary distribution of IT jobs citing ETL Development in Wales over the 6 months to 11 December 2018.

Salary histogram for ETL Development in Wales

ETL Development
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL Development within the Wales 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
South Wales +10 15 £30,000 -14.29%
ETL Development
UK

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 Wales region with a requirement for ETL Development.

1 15 (100.00%) SQL
1 15 (100.00%) ETL
1 15 (100.00%) Business Intelligence
2 11 (73.33%) Power BI
3 10 (66.67%) Analytics
3 10 (66.67%) Data Analysis Expressions (DAX)
3 10 (66.67%) Data Integration
3 10 (66.67%) Data Warehouse
3 10 (66.67%) SQL Server
3 10 (66.67%) BusinessObjects
4 9 (60.00%) SQL Server Reporting Services
4 9 (60.00%) Visualisation
4 9 (60.00%) SQL Server Integration Services
5 8 (53.33%) Finance
5 8 (53.33%) Microsoft
6 6 (40.00%) Agile Software Development
6 6 (40.00%) Kimball Methodology
7 5 (33.33%) SAS EBI
7 5 (33.33%) Data Quality
7 5 (33.33%) PowerPivot
7 5 (33.33%) Office 365
7 5 (33.33%) Relational Database
7 5 (33.33%) Google
7 5 (33.33%) Microsoft Azure
7 5 (33.33%) Amazon AWS
7 5 (33.33%) SaaS
7 5 (33.33%) Degree
7 5 (33.33%) JSON
7 5 (33.33%) jQuery
7 5 (33.33%) BusinessObjects Web Intelligence

ETL Development
Co-occurring IT Skills in 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 5 (33.33%) SAS
Applications
1 2 (13.33%) Microsoft Excel
Cloud Services
1 5 (33.33%) Amazon AWS
1 5 (33.33%) Microsoft Azure
1 5 (33.33%) Office 365
1 5 (33.33%) SaaS
Communications & Networking
1 5 (33.33%) HTTP
1 5 (33.33%) HTTPS
Database & Business Intelligence
1 11 (73.33%) Power BI
2 10 (66.67%) BusinessObjects
2 10 (66.67%) Data Warehouse
2 10 (66.67%) SQL Server
3 9 (60.00%) SQL Server Integration Services
3 9 (60.00%) SQL Server Reporting Services
4 5 (33.33%) BusinessObjects Web Intelligence
4 5 (33.33%) DB2
4 5 (33.33%) PowerPivot
4 5 (33.33%) Relational Database
4 5 (33.33%) SAS EBI
5 3 (20.00%) SQL Server Analysis Services
6 1 (6.67%) Microsoft Analysis Services
6 1 (6.67%) OLAP
6 1 (6.67%) OLAP Cube
Development Applications
1 1 (6.67%) Team Foundation Server
General
1 8 (53.33%) Finance
Job Titles
1 8 (53.33%) Analyst
2 7 (46.67%) Business Intelligence Analyst
2 7 (46.67%) Developer
3 6 (40.00%) Business Intelligence Developer
3 6 (40.00%) SQL Developer
4 5 (33.33%) Report Analyst
4 5 (33.33%) SQL BI Developer
5 3 (20.00%) Business Developer
5 3 (20.00%) Data Warehouse Developer
5 3 (20.00%) ETL Developer
5 3 (20.00%) SSIS Developer
6 2 (13.33%) Business Data Analyst
6 2 (13.33%) Business Intelligence Data Analyst
6 2 (13.33%) Data Analyst
6 2 (13.33%) SQL Analyst
6 2 (13.33%) SQL Server BI Developer
6 2 (13.33%) SQL Server Developer
7 1 (6.67%) SQL Data Analyst
7 1 (6.67%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 5 (33.33%) HTML
1 5 (33.33%) jQuery
1 5 (33.33%) JSON
1 5 (33.33%) XML
Processes & Methodologies
1 15 (100.00%) Business Intelligence
1 15 (100.00%) ETL
2 10 (66.67%) Analytics
2 10 (66.67%) Data Integration
3 9 (60.00%) Visualisation
4 6 (40.00%) Agile Software Development
4 6 (40.00%) Kimball Methodology
5 5 (33.33%) Data Modelling
5 5 (33.33%) Scrum
6 4 (26.67%) Data Visualisation
6 4 (26.67%) Decision-Making
7 2 (13.33%) Business Analytics
8 1 (6.67%) Continuous Improvement
8 1 (6.67%) Data Cleansing
Programming Languages
1 15 (100.00%) SQL
2 10 (66.67%) Data Analysis Expressions (DAX)
3 5 (33.33%) JavaScript
3 5 (33.33%) T-SQL
3 5 (33.33%) VBA
Qualifications
1 5 (33.33%) Degree
Quality Assurance & Compliance
1 5 (33.33%) Data Quality
2 1 (6.67%) QA
2 1 (6.67%) SLA
Vendors
1 8 (53.33%) Microsoft
2 5 (33.33%) Google
2 5 (33.33%) Oracle
3 3 (20.00%) Tableau