Period
to 22 October 2018

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 22 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK > Wales
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 101 83 104
Rank change year-on-year -18 +21 +3
Permanent jobs citing ETL 40 51 48
As % of all permanent IT jobs advertised in Wales 1.98% 2.61% 1.84%
As % of the Processes & Methodologies category 2.23% 2.83% 2.04%
Number of salaries quoted 26 47 35
Wales median annual salary £37,500 £40,000 £36,000
Median salary % change year-on-year -6.25% +11.11% -20.00%
10th Percentile £26,250 £32,488 £29,400
90th Percentile £68,760 £57,500 £49,500
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -3.85%

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 1,796 1,804 2,355
As % of all permanent IT jobs advertised in Wales 89.00% 92.42% 90.16%
Number of salaries quoted 1,455 1,555 2,001
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +2.74%
10th Percentile £25,000 £23,850 £22,500
90th Percentile £62,500 £57,500 £55,000
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 22 October 2018.

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 22 October 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 -7 23 £37,500 -6.25% 5
Mid Wales - 14 - -
West Wales +7 2 £65,985 +75.96%
North Wales -4 1 £27,500 -31.25% 1
ETL
UK

For the 6 months to 22 October 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 Wales region with a requirement for ETL.

1 36 (90.00%) Data Warehouse
1 36 (90.00%) Business Intelligence
2 33 (82.50%) SQL Server Integration Services
3 32 (80.00%) SQL
4 31 (77.50%) SQL Server
5 27 (67.50%) Finance
6 26 (65.00%) Microsoft
7 22 (55.00%) Analytical Skills
8 21 (52.50%) SQL Server Reporting Services
9 19 (47.50%) Degree
9 19 (47.50%) Data Integration
9 19 (47.50%) Problem-Solving
10 15 (37.50%) HTML
10 15 (37.50%) CRM
10 15 (37.50%) XML
10 15 (37.50%) Continuous Improvement
10 15 (37.50%) Relational Database
10 15 (37.50%) Decision-Making
11 14 (35.00%) Enterprise Software
11 14 (35.00%) SQL Server 2012
11 14 (35.00%) REST
11 14 (35.00%) Visualisation
11 14 (35.00%) Computer Science
11 14 (35.00%) Validation
11 14 (35.00%) Agile Software Development
11 14 (35.00%) ITIL
11 14 (35.00%) SOAP
11 14 (35.00%) Web Services
11 14 (35.00%) Postgraduate
11 14 (35.00%) Management Information System

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 14 (35.00%) BizTalk Server
2 5 (12.50%) SAS
3 4 (10.00%) Oracle SOA Suite
3 4 (10.00%) SharePoint
4 2 (5.00%) Apache Spark
5 1 (2.50%) Elasticsearch
Applications
1 4 (10.00%) Microsoft Office
2 1 (2.50%) Microsoft Excel
Cloud Services
1 11 (27.50%) Microsoft Azure
2 10 (25.00%) Amazon AWS
3 5 (12.50%) Office 365
3 5 (12.50%) SaaS
Communications & Networking
1 5 (12.50%) HTTP
1 5 (12.50%) HTTPS
2 2 (5.00%) Extranet
2 2 (5.00%) Intranet
3 1 (2.50%) Kerberos
Database & Business Intelligence
1 36 (90.00%) Data Warehouse
2 33 (82.50%) SQL Server Integration Services
3 31 (77.50%) SQL Server
4 21 (52.50%) SQL Server Reporting Services
5 15 (37.50%) Relational Database
6 14 (35.00%) SQL Server 2012
7 12 (30.00%) Power BI
8 7 (17.50%) SQL Server Analysis Services
9 5 (12.50%) BusinessObjects
9 5 (12.50%) DB2
9 5 (12.50%) MySQL
9 5 (12.50%) PowerPivot
9 5 (12.50%) SAS EBI
10 4 (10.00%) Data Mart
10 4 (10.00%) Snowflake Schema
10 4 (10.00%) SQL Server 2016
11 2 (5.00%) Hadoop
11 2 (5.00%) Oracle Reports
11 2 (5.00%) Pentaho
12 1 (2.50%) OLAP Cube
Development Applications
1 2 (5.00%) Oracle Forms
2 1 (2.50%) Git (software)
2 1 (2.50%) Jenkins
2 1 (2.50%) Team Foundation Server
2 1 (2.50%) Visual Studio
General
1 27 (67.50%) Finance
2 2 (5.00%) Telecoms
3 1 (2.50%) Advertising
3 1 (2.50%) Marketing
Job Titles
1 18 (45.00%) Developer
2 16 (40.00%) Analyst
3 10 (25.00%) Business Systems Analyst
3 10 (25.00%) Senior Analyst
3 10 (25.00%) Senior Business Systems Analyst
3 10 (25.00%) Senior Solutions Analyst
3 10 (25.00%) Senior Systems Analyst
3 10 (25.00%) Solutions Analyst
3 10 (25.00%) Systems Analyst
4 9 (22.50%) Business Intelligence Developer
5 7 (17.50%) SQL Developer
6 5 (12.50%) SQL BI Developer
7 4 (10.00%) Data Warehouse Developer
8 3 (7.50%) Business Developer
8 3 (7.50%) ETL Developer
8 3 (7.50%) SQL Analyst
8 3 (7.50%) SSIS Developer
9 2 (5.00%) Principal Engineer
9 2 (5.00%) Principal Software Engineer
9 2 (5.00%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 15 (37.50%) HTML
1 15 (37.50%) XML
2 14 (35.00%) REST
2 14 (35.00%) SOAP
2 14 (35.00%) Web Services
3 10 (25.00%) .NET
4 5 (12.50%) jQuery
4 5 (12.50%) JSON
5 1 (2.50%) LDAP
Miscellaneous
1 22 (55.00%) Analytical Skills
2 14 (35.00%) Computer Science
2 14 (35.00%) Enterprise Software
2 14 (35.00%) Management Information System
Operating Systems
1 5 (12.50%) Windows
2 1 (2.50%) Linux
Processes & Methodologies
1 36 (90.00%) Business Intelligence
2 19 (47.50%) Data Integration
2 19 (47.50%) Problem-Solving
3 15 (37.50%) Continuous Improvement
3 15 (37.50%) CRM
3 15 (37.50%) Decision-Making
4 14 (35.00%) Agile Software Development
4 14 (35.00%) ITIL
4 14 (35.00%) Project Management
4 14 (35.00%) SOA
4 14 (35.00%) Validation
4 14 (35.00%) Visualisation
5 11 (27.50%) ETL Development
5 11 (27.50%) Process Improvement
6 10 (25.00%) Business Analysis
6 10 (25.00%) Business Process Improvement
6 10 (25.00%) Business Process Modelling
6 10 (25.00%) ERP
7 9 (22.50%) Data Visualisation
8 7 (17.50%) Data Cleansing
Programming Languages
1 32 (80.00%) SQL
2 12 (30.00%) T-SQL
3 11 (27.50%) C#
3 11 (27.50%) Java
4 10 (25.00%) PHP
4 10 (25.00%) VB.NET
5 5 (12.50%) Data Analysis Expressions (DAX)
5 5 (12.50%) JavaScript
5 5 (12.50%) VBA
6 2 (5.00%) PL/SQL
6 2 (5.00%) Python
7 1 (2.50%) Ruby
Qualifications
1 19 (47.50%) Degree
2 14 (35.00%) Postgraduate
3 4 (10.00%) ITIL Certification
3 4 (10.00%) MCSA
3 4 (10.00%) Microsoft Certification
4 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 4 (10.00%) Data Quality
2 1 (2.50%) QA
2 1 (2.50%) SLA
System Software
1 1 (2.50%) Apache Flume
Systems Management
1 1 (2.50%) Puppet
Vendors
1 26 (65.00%) Microsoft
2 11 (27.50%) Oracle
3 8 (20.00%) Salesforce.com
3 8 (20.00%) Tableau
4 5 (12.50%) Google
5 1 (2.50%) Cloudera