Period
to 13 December 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 13 December 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK > Wales
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 95 107 110
Rank change year-on-year +12 +3 -43
Permanent jobs citing ETL 48 52 43
As % of all permanent IT jobs advertised in Wales 2.32% 2.00% 1.63%
As % of the Processes & Methodologies category 2.58% 2.25% 1.93%
Number of salaries quoted 46 40 35
Wales median annual salary £40,000 £36,000 £36,500
Median salary % change year-on-year +11.11% -1.37% -1.35%
10th Percentile £31,125 £30,800 £23,350
90th Percentile £60,000 £56,375 £57,250
UK median annual salary £50,000 £50,500 £50,000
% change year-on-year -0.99% +1.00% -0.99%

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 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 1860 2315 2231
As % of all permanent IT jobs advertised in Wales 90.07% 88.94% 84.67%
Number of salaries quoted 1581 1975 1902
Wales median annual salary £40,000 £37,500 £36,000
Median salary % change year-on-year +6.67% +4.17% +2.86%
10th Percentile £23,750 £22,500 £22,500
90th Percentile £56,250 £55,250 £53,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

ETL
Job Vacancy Trend in Wales

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

Job vacancy trend for ETL in Wales

ETL
Salary Trend in Wales

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

Salary trend for ETL in Wales

ETL
Salary Histogram in Wales

The salary distribution of IT jobs citing ETL in Wales over the 6 months to 13 December 2017.

Salary histogram for ETL in Wales

ETL
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 within the Wales region over the 6 months to 13 December 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
South Wales +7 26 £37,500 +4.17% 1
West Wales - 6 £37,000 - 1
North Wales - 4 £40,000 -
ETL
UK

For the 6 months to 13 December 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 Wales region with a requirement for ETL.

1 42 (87.50%) SQL
2 22 (45.83%) Finance
2 22 (45.83%) SQL Server Integration Services
3 20 (41.67%) SQL Server Reporting Services
4 18 (37.50%) Oracle
4 18 (37.50%) Analytical Skills
5 17 (35.42%) SQL Server
5 17 (35.42%) PL/SQL
6 15 (31.25%) Oracle Forms
6 15 (31.25%) Oracle Reports
7 13 (27.08%) Business Intelligence
8 12 (25.00%) Data Analysis
8 12 (25.00%) Oracle Database
9 10 (20.83%) Big Data
9 10 (20.83%) Oracle Database 11g
9 10 (20.83%) Microsoft
9 10 (20.83%) T-SQL
10 9 (18.75%) Data Warehouse
10 9 (18.75%) Dimensional Modelling
10 9 (18.75%) Microsoft Azure
11 8 (16.67%) Data Migration
11 8 (16.67%) Visual Studio
11 8 (16.67%) Migration
11 8 (16.67%) Analytics
12 7 (14.58%) Team Foundation Server
13 6 (12.50%) User Acceptance Testing
13 6 (12.50%) SQL Server Analysis Services
13 6 (12.50%) Data Mapping
13 6 (12.50%) Degree
13 6 (12.50%) Agile Software Development

ETL
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 4 (8.33%) Apache Pig
1 4 (8.33%) Apache Spark
2 2 (4.17%) Elasticsearch
Applications
1 3 (6.25%) Microsoft Office
2 1 (2.08%) Microsoft Excel
2 1 (2.08%) Spreadsheet
Business Applications
1 2 (4.17%) Oracle Receivables
Cloud Services
1 9 (18.75%) Microsoft Azure
Communications & Networking
1 1 (2.08%) Ethernet
1 1 (2.08%) Wireless
Database & Business Intelligence
1 22 (45.83%) SQL Server Integration Services
2 20 (41.67%) SQL Server Reporting Services
3 17 (35.42%) SQL Server
4 15 (31.25%) Oracle Reports
5 12 (25.00%) Oracle Database
6 10 (20.83%) Big Data
6 10 (20.83%) Oracle Database 11g
7 9 (18.75%) Data Warehouse
8 6 (12.50%) SQL Server 2012
8 6 (12.50%) SQL Server Analysis Services
9 5 (10.42%) Data Mining
9 5 (10.42%) Hadoop
9 5 (10.42%) Microsoft Analysis Services
9 5 (10.42%) SQL Server 2008
10 4 (8.33%) Apache Hive
10 4 (8.33%) Data Lake
10 4 (8.33%) OLAP
11 2 (4.17%) NoSQL
11 2 (4.17%) SQL Server 2005
11 2 (4.17%) WhereScape RED
Development Applications
1 15 (31.25%) Oracle Forms
2 8 (16.67%) Visual Studio
3 7 (14.58%) Team Foundation Server
4 3 (6.25%) Talend Open Studio
5 2 (4.17%) JIRA
5 2 (4.17%) Sonatype Nexus
5 2 (4.17%) Subversion
General
1 22 (45.83%) Finance
2 3 (6.25%) Games
3 2 (4.17%) Financial Institution
3 2 (4.17%) Law
4 1 (2.08%) Legal
4 1 (2.08%) Retail
Job Titles
1 28 (58.33%) Developer
2 15 (31.25%) Oracle Developer
3 12 (25.00%) Data Engineer
4 7 (14.58%) Data Migration Engineer
4 7 (14.58%) Migration Engineer
5 5 (10.42%) Analyst
5 5 (10.42%) Business Intelligence Developer
5 5 (10.42%) Data Analyst
5 5 (10.42%) Senior Developer
5 5 (10.42%) Senior Oracle Developer
6 4 (8.33%) Data Integration Analyst
6 4 (8.33%) Integration Analyst
6 4 (8.33%) Senior Data Engineer
7 3 (6.25%) .NET Developer
7 3 (6.25%) Big Data Engineer
7 3 (6.25%) Cloud Engineer
7 3 (6.25%) ETL Developer
7 3 (6.25%) Senior Cloud Engineer
7 3 (6.25%) SQL Developer
7 3 (6.25%) VB.NET Developer
Libraries, Frameworks & Software Standards
1 6 (12.50%) XML
2 5 (10.42%) .NET
2 5 (10.42%) HTML
3 4 (8.33%) ASP.NET
4 3 (6.25%) ASP.NET Web Forms
4 3 (6.25%) CSS
4 3 (6.25%) JSON
4 3 (6.25%) Web Services
4 3 (6.25%) WinForms
5 2 (4.17%) Lucene
5 2 (4.17%) RESTful
6 1 (2.08%) .NET Framework
6 1 (2.08%) ASP.NET MVC
6 1 (2.08%) ASP.NET MVC 4
6 1 (2.08%) ASP.NET MVC 5
6 1 (2.08%) ASP.NET Web API
6 1 (2.08%) Entity Framework
6 1 (2.08%) WCF
Miscellaneous
1 18 (37.50%) Analytical Skills
2 5 (10.42%) iSeries
3 3 (6.25%) Enterprise Software
4 2 (4.17%) Algorithms
4 2 (4.17%) Data Structures
4 2 (4.17%) Wiki
Operating Systems
1 3 (6.25%) Windows
2 2 (4.17%) Linux
Processes & Methodologies
1 13 (27.08%) Business Intelligence
2 12 (25.00%) Data Analysis
3 9 (18.75%) Dimensional Modelling
4 8 (16.67%) Analytics
4 8 (16.67%) Data Migration
4 8 (16.67%) Migration
5 6 (12.50%) Agile Software Development
5 6 (12.50%) Data Mapping
5 6 (12.50%) Data Modelling
5 6 (12.50%) User Acceptance Testing
6 5 (10.42%) Data Analytics
6 5 (10.42%) Data Integration
6 5 (10.42%) Data Transformation
6 5 (10.42%) Information Management
6 5 (10.42%) Kimball Methodology
7 4 (8.33%) Capacity Planning
7 4 (8.33%) Coaching
7 4 (8.33%) ETL Development
7 4 (8.33%) MapReduce
7 4 (8.33%) Visualisation
Programming Languages
1 42 (87.50%) SQL
2 17 (35.42%) PL/SQL
3 10 (20.83%) T-SQL
4 3 (6.25%) C#
4 3 (6.25%) JavaScript
4 3 (6.25%) R
4 3 (6.25%) VB.NET
5 2 (4.17%) Java
6 1 (2.08%) PHP
6 1 (2.08%) Python
6 1 (2.08%) RPG
6 1 (2.08%) VBA
Qualifications
1 6 (12.50%) Degree
2 3 (6.25%) MCP
2 3 (6.25%) Microsoft Certification
Quality Assurance & Compliance
1 4 (8.33%) SLA
2 3 (6.25%) QA
3 1 (2.08%) Data Quality
Systems Management
1 2 (4.17%) Kibana
2 1 (2.08%) Systems Management Server (SMS)
Vendors
1 18 (37.50%) Oracle
2 10 (20.83%) Microsoft
3 5 (10.42%) IBM
4 3 (6.25%) DevExpress
4 3 (6.25%) Informatica
4 3 (6.25%) Talend
4 3 (6.25%) Teradata