Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK > Wales
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 89 71 96
Rank change year-on-year -18 +25 +9
Permanent jobs citing ETL 50 70 60
As % of all permanent IT jobs advertised in Wales 2.61% 3.30% 2.26%
As % of the Processes & Methodologies category 2.85% 3.58% 2.56%
Number of salaries quoted 28 52 48
Wales median annual salary £42,000 £45,000 £40,000
Median salary % change year-on-year -6.67% +12.50% -11.11%
10th Percentile £27,125 £32,500 £29,700
90th Percentile £68,760 £57,500 £52,500
UK median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% -

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 1,752 1,955 2,343
As % of all permanent IT jobs advertised in Wales 91.44% 92.26% 88.12%
Number of salaries quoted 1,414 1,693 1,978
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +1.35%
10th Percentile £25,000 £24,250 £22,500
90th Percentile £60,000 £57,500 £53,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 19 August 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 19 August 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 -6 24 £40,000 - 3
Mid Wales -9 22 - -
West Wales +15 3 £65,985 +84.57% 1
North Wales 0 1 £27,500 -38.89%
ETL
UK

For the 6 months to 19 August 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 43 (86.00%) Data Warehouse
1 43 (86.00%) Business Intelligence
1 43 (86.00%) SQL Server Integration Services
2 38 (76.00%) SQL
2 38 (76.00%) SQL Server
3 33 (66.00%) Microsoft
4 30 (60.00%) Finance
5 24 (48.00%) Data Integration
5 24 (48.00%) Analytical Skills
6 23 (46.00%) Problem-Solving
6 23 (46.00%) SQL Server Reporting Services
7 22 (44.00%) REST
7 22 (44.00%) SQL Server 2012
7 22 (44.00%) Project Management
7 22 (44.00%) BizTalk Server
7 22 (44.00%) Management Information System
7 22 (44.00%) Validation
7 22 (44.00%) SOAP
7 22 (44.00%) Web Services
7 22 (44.00%) SOA
7 22 (44.00%) ITIL
7 22 (44.00%) Postgraduate
7 22 (44.00%) Enterprise Software
8 21 (42.00%) Degree
9 19 (38.00%) Computer Science
10 18 (36.00%) Continuous Improvement
10 18 (36.00%) CRM
10 18 (36.00%) Decision-Making
10 18 (36.00%) Business Process Modelling
11 16 (32.00%) Relational Database

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 22 (44.00%) BizTalk Server
2 8 (16.00%) Oracle SOA Suite
2 8 (16.00%) SharePoint
3 2 (4.00%) SAS
4 1 (2.00%) Apache Spark
Applications
1 4 (8.00%) Microsoft Office
2 1 (2.00%) Microsoft Excel
Cloud Services
1 6 (12.00%) Amazon AWS
1 6 (12.00%) Microsoft Azure
1 6 (12.00%) Office 365
2 2 (4.00%) SaaS
Communications & Networking
1 2 (4.00%) Extranet
1 2 (4.00%) HTTP
1 2 (4.00%) HTTPS
1 2 (4.00%) Intranet
Database & Business Intelligence
1 43 (86.00%) Data Warehouse
1 43 (86.00%) SQL Server Integration Services
2 38 (76.00%) SQL Server
3 23 (46.00%) SQL Server Reporting Services
4 22 (44.00%) SQL Server 2012
5 16 (32.00%) Relational Database
6 12 (24.00%) Power BI
7 9 (18.00%) MySQL
8 8 (16.00%) SQL Server Analysis Services
9 4 (8.00%) Big Data
9 4 (8.00%) Data Mart
9 4 (8.00%) Microsoft Analysis Services
9 4 (8.00%) PerformancePoint
9 4 (8.00%) Snowflake Schema
10 3 (6.00%) SQL Server 2016
11 2 (4.00%) BusinessObjects
11 2 (4.00%) DB2
11 2 (4.00%) Oracle Reports
11 2 (4.00%) PowerPivot
11 2 (4.00%) SAS EBI
Development Applications
1 2 (4.00%) Oracle Forms
General
1 30 (60.00%) Finance
2 1 (2.00%) Advertising
2 1 (2.00%) Marketing
2 1 (2.00%) Telecoms
Job Titles
1 27 (54.00%) Analyst
2 18 (36.00%) Developer
2 18 (36.00%) Senior Analyst
3 14 (28.00%) Business Systems Analyst
3 14 (28.00%) Senior Business Systems Analyst
3 14 (28.00%) Senior Solutions Analyst
3 14 (28.00%) Senior Systems Analyst
3 14 (28.00%) Solutions Analyst
3 14 (28.00%) Systems Analyst
4 7 (14.00%) SSIS Developer
5 5 (10.00%) Consultant
5 5 (10.00%) SSIS Consultant
6 4 (8.00%) Analyst Programmer
6 4 (8.00%) Data Migration Analyst
6 4 (8.00%) Data Programmer
6 4 (8.00%) Integration Analyst
6 4 (8.00%) Programmer
6 4 (8.00%) RPG Analyst Programmer
6 4 (8.00%) RPG Programmer
6 4 (8.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 22 (44.00%) REST
1 22 (44.00%) SOAP
1 22 (44.00%) Web Services
2 16 (32.00%) HTML
2 16 (32.00%) XML
3 14 (28.00%) .NET
4 2 (4.00%) jQuery
4 2 (4.00%) JSON
Miscellaneous
1 24 (48.00%) Analytical Skills
2 22 (44.00%) Enterprise Software
2 22 (44.00%) Management Information System
3 19 (38.00%) Computer Science
4 4 (8.00%) Virtual Team
Operating Systems
1 4 (8.00%) Windows
Processes & Methodologies
1 43 (86.00%) Business Intelligence
2 24 (48.00%) Data Integration
3 23 (46.00%) Problem-Solving
4 22 (44.00%) ITIL
4 22 (44.00%) Project Management
4 22 (44.00%) SOA
4 22 (44.00%) Validation
5 18 (36.00%) Business Process Modelling
5 18 (36.00%) Continuous Improvement
5 18 (36.00%) CRM
5 18 (36.00%) Decision-Making
6 15 (30.00%) Process Improvement
7 14 (28.00%) Business Analysis
7 14 (28.00%) Business Process Improvement
7 14 (28.00%) ERP
8 13 (26.00%) Agile Software Development
9 11 (22.00%) ETL Development
10 9 (18.00%) Information Management
10 9 (18.00%) Visualisation
11 8 (16.00%) Change Data Capture
Programming Languages
1 38 (76.00%) SQL
2 15 (30.00%) Java
3 14 (28.00%) C#
3 14 (28.00%) PHP
3 14 (28.00%) VB.NET
4 12 (24.00%) T-SQL
5 6 (12.00%) PL/SQL
6 4 (8.00%) RPG
7 2 (4.00%) Data Analysis Expressions (DAX)
7 2 (4.00%) JavaScript
7 2 (4.00%) VBA
8 1 (2.00%) Python
8 1 (2.00%) Ruby
Qualifications
1 22 (44.00%) Postgraduate
2 21 (42.00%) Degree
3 8 (16.00%) ITIL Certification
4 7 (14.00%) Microsoft Certification
5 5 (10.00%) SC Cleared
5 5 (10.00%) Security Cleared
6 3 (6.00%) MCSA
7 1 (2.00%) Computer Science Degree
Quality Assurance & Compliance
1 8 (16.00%) Data Quality
Vendors
1 33 (66.00%) Microsoft
2 12 (24.00%) Oracle
3 7 (14.00%) Salesforce.com
4 6 (12.00%) Tableau
5 2 (4.00%) Google