Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK > Wales
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 85 70 80
Rank change year-on-year -15 +10 -19
Permanent jobs citing ETL 50 79 70
As % of all permanent IT jobs advertised in Wales 2.73% 3.90% 2.63%
As % of the Processes & Methodologies category 2.93% 4.33% 3.14%
Number of salaries quoted 32 39 61
Wales median annual salary £36,250 £40,000 £40,000
Median salary % change year-on-year -9.38% - -
10th Percentile £30,125 £32,500 £28,000
90th Percentile £52,500 £56,250 £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 1,707 1,825 2,229
As % of all permanent IT jobs advertised in Wales 93.13% 89.99% 83.77%
Number of salaries quoted 1,393 1,503 1,905
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +1.35%
10th Percentile £25,000 £24,000 £22,500
90th Percentile £57,500 £56,250 £55,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 25 May 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 25 May 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 29 £36,250 -9.38% 3
Mid Wales -26 15 - -
West Wales +8 3 £85,500 +80.00% 4
North Wales -2 3 £32,500 -27.78%
ETL
UK

For the 6 months to 25 May 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 42 (84.00%) SQL Server Integration Services
2 38 (76.00%) SQL
3 31 (62.00%) Business Intelligence
4 30 (60.00%) SQL Server
4 30 (60.00%) Data Warehouse
4 30 (60.00%) SQL Server Reporting Services
5 24 (48.00%) Microsoft
6 17 (34.00%) Finance
6 17 (34.00%) SQL Server 2012
7 16 (32.00%) Management Information System
7 16 (32.00%) Validation
7 16 (32.00%) Project Management
7 16 (32.00%) SOA
7 16 (32.00%) Web Services
7 16 (32.00%) T-SQL
8 15 (30.00%) SOAP
8 15 (30.00%) ITIL
8 15 (30.00%) Postgraduate
8 15 (30.00%) BizTalk Server
8 15 (30.00%) Information Management
8 15 (30.00%) Data Integration
8 15 (30.00%) REST
8 15 (30.00%) Enterprise Software
9 13 (26.00%) Power BI
9 13 (26.00%) Business Process Modelling
9 13 (26.00%) SQL Server Analysis Services
10 12 (24.00%) Data Analysis
10 12 (24.00%) Agile Software Development
10 12 (24.00%) User Acceptance Testing
11 11 (22.00%) Data Migration

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 15 (30.00%) BizTalk Server
2 11 (22.00%) SharePoint
3 9 (18.00%) Oracle SOA Suite
4 4 (8.00%) Apache Spark
5 3 (6.00%) Apache Pig
Applications
1 3 (6.00%) Microsoft Office
Cloud Services
1 7 (14.00%) Office 365
2 2 (4.00%) Microsoft Azure
3 1 (2.00%) Amazon AWS
Communications & Networking
1 1 (2.00%) Ethernet
1 1 (2.00%) Wireless
Database & Business Intelligence
1 42 (84.00%) SQL Server Integration Services
2 30 (60.00%) Data Warehouse
2 30 (60.00%) SQL Server
2 30 (60.00%) SQL Server Reporting Services
3 17 (34.00%) SQL Server 2012
4 13 (26.00%) Power BI
4 13 (26.00%) SQL Server Analysis Services
5 10 (20.00%) Big Data
6 9 (18.00%) MySQL
7 8 (16.00%) Microsoft Analysis Services
8 7 (14.00%) PerformancePoint
9 6 (12.00%) Relational Database
10 4 (8.00%) NoSQL
10 4 (8.00%) SQL Server 2014
11 3 (6.00%) Apache Cassandra
11 3 (6.00%) Apache Hive
11 3 (6.00%) Impala
11 3 (6.00%) MongoDB
11 3 (6.00%) SQL Server 2016
12 2 (4.00%) Data Mart
Development Applications
1 5 (10.00%) Team Foundation Server
2 3 (6.00%) Visual Studio
3 1 (2.00%) VSS/SourceSafe
General
1 17 (34.00%) Finance
2 3 (6.00%) Games
3 1 (2.00%) Advertising
3 1 (2.00%) Legal
Job Titles
1 20 (40.00%) Analyst
2 18 (36.00%) Developer
3 13 (26.00%) Senior Analyst
4 8 (16.00%) Data Engineer
5 7 (14.00%) Integration Analyst
5 7 (14.00%) Senior Integration Analyst
5 7 (14.00%) SSIS Developer
6 6 (12.00%) Business Systems Analyst
6 6 (12.00%) Data Migration Engineer
6 6 (12.00%) Migration Engineer
6 6 (12.00%) Senior Business Systems Analyst
6 6 (12.00%) Senior Solutions Analyst
6 6 (12.00%) Senior Systems Analyst
6 6 (12.00%) Solutions Analyst
6 6 (12.00%) Systems Analyst
7 5 (10.00%) Consultant
7 5 (10.00%) SSIS Consultant
8 4 (8.00%) Analyst Programmer
8 4 (8.00%) Migration Analyst
8 4 (8.00%) Programmer
Libraries, Frameworks & Software Standards
1 16 (32.00%) Web Services
2 15 (30.00%) REST
2 15 (30.00%) SOAP
3 6 (12.00%) .NET
3 6 (12.00%) HTML
3 6 (12.00%) XML
4 1 (2.00%) Pandas
Miscellaneous
1 16 (32.00%) Management Information System
2 15 (30.00%) Enterprise Software
3 9 (18.00%) Analytical Skills
3 9 (18.00%) Computer Science
4 7 (14.00%) Virtual Team
5 6 (12.00%) iSeries
6 1 (2.00%) Data Structures
6 1 (2.00%) Greenfield Project
Operating Systems
1 2 (4.00%) Windows
Processes & Methodologies
1 31 (62.00%) Business Intelligence
2 16 (32.00%) Project Management
2 16 (32.00%) SOA
2 16 (32.00%) Validation
3 15 (30.00%) Data Integration
3 15 (30.00%) Information Management
3 15 (30.00%) ITIL
4 13 (26.00%) Business Process Modelling
5 12 (24.00%) Agile Software Development
5 12 (24.00%) Data Analysis
5 12 (24.00%) User Acceptance Testing
6 11 (22.00%) Data Migration
6 11 (22.00%) Data Modelling
6 11 (22.00%) Migration
7 10 (20.00%) Data Mapping
8 9 (18.00%) Continuous Improvement
8 9 (18.00%) EAI
8 9 (18.00%) ETL Development
8 9 (18.00%) Kimball Methodology
8 9 (18.00%) Problem-Solving
Programming Languages
1 38 (76.00%) SQL
2 16 (32.00%) T-SQL
3 7 (14.00%) C#
3 7 (14.00%) Java
3 7 (14.00%) PL/SQL
4 6 (12.00%) PHP
4 6 (12.00%) VB.NET
5 4 (8.00%) RPG
6 2 (4.00%) Python
7 1 (2.00%) R
7 1 (2.00%) VBA
Qualifications
1 15 (30.00%) Postgraduate
2 9 (18.00%) Degree
2 9 (18.00%) ITIL Certification
3 7 (14.00%) Microsoft Certification
3 7 (14.00%) SC Cleared
3 7 (14.00%) Security Cleared
4 1 (2.00%) BPSS Clearance
4 1 (2.00%) Computer Science Degree
Quality Assurance & Compliance
1 9 (18.00%) Data Quality
System Software
1 3 (6.00%) Apache Flume
Vendors
1 24 (48.00%) Microsoft
2 9 (18.00%) Oracle
3 6 (12.00%) IBM
4 3 (6.00%) Salesforce.com
4 3 (6.00%) Tableau
5 1 (2.00%) Informatica
5 1 (2.00%) Talend