Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK > Wales
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 94 93 102
Rank change year-on-year -1 +9 +6
Permanent jobs citing ETL 41 48 52
As % of all permanent IT jobs advertised in Wales 2.03% 2.34% 2.00%
As % of the Processes & Methodologies category 2.30% 2.52% 2.21%
Number of salaries quoted 33 46 40
Wales median annual salary £40,000 £40,000 £36,250
Median salary % change year-on-year - +10.34% -0.68%
10th Percentile £23,900 £31,125 £30,800
90th Percentile £65,508 £60,000 £56,375
UK median annual salary £55,000 £50,000 £51,000
% change year-on-year +10.00% -1.96% +2.00%

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 1,783 1,908 2,355
As % of all permanent IT jobs advertised in Wales 88.49% 92.98% 90.79%
Number of salaries quoted 1,443 1,626 2,007
Wales median annual salary £40,000 £39,351 £37,500
Median salary % change year-on-year +1.65% +4.93% +4.17%
10th Percentile £25,500 £23,750 £22,500
90th Percentile £63,750 £56,250 £55,250
UK median annual salary £52,000 £50,000 £48,000
% change year-on-year +4.00% +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 10 December 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 10 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 -7 31 £37,500 - 3
Mid Wales - 8 - -
West Wales +9 2 £65,985 +78.34%
ETL
UK

For the 6 months to 10 December 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 35 (85.37%) SQL
2 34 (82.93%) Data Warehouse
2 34 (82.93%) Business Intelligence
3 26 (63.41%) Microsoft
4 25 (60.98%) SQL Server
5 24 (58.54%) SQL Server Integration Services
6 22 (53.66%) Finance
7 18 (43.90%) Data Integration
8 17 (41.46%) SQL Server Reporting Services
9 16 (39.02%) Microsoft Azure
10 15 (36.59%) ETL Development
11 14 (34.15%) Power BI
11 14 (34.15%) Agile Software Development
12 13 (31.71%) Degree
12 13 (31.71%) Visualisation
12 13 (31.71%) Analytical Skills
13 12 (29.27%) Relational Database
13 12 (29.27%) Problem-Solving
13 12 (29.27%) HTML
13 12 (29.27%) XML
14 11 (26.83%) CRM
14 11 (26.83%) T-SQL
14 11 (26.83%) Decision-Making
14 11 (26.83%) Analytics
15 10 (24.39%) Data Analysis Expressions (DAX)
15 10 (24.39%) BusinessObjects
15 10 (24.39%) Amazon AWS
16 9 (21.95%) SQL Server Analysis Services
16 9 (21.95%) Continuous Improvement
17 8 (19.51%) Data Visualisation

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 8 (19.51%) BizTalk Server
2 5 (12.20%) SAS
3 1 (2.44%) Apache Spark
3 1 (2.44%) Elasticsearch
3 1 (2.44%) Oracle SOA Suite
3 1 (2.44%) SharePoint
Applications
1 2 (4.88%) Microsoft Excel
2 1 (2.44%) Microsoft Office
Cloud Services
1 16 (39.02%) Microsoft Azure
2 10 (24.39%) Amazon AWS
3 5 (12.20%) Office 365
3 5 (12.20%) SaaS
Communications & Networking
1 5 (12.20%) HTTP
1 5 (12.20%) HTTPS
2 2 (4.88%) Extranet
2 2 (4.88%) Intranet
3 1 (2.44%) Kerberos
Database & Business Intelligence
1 34 (82.93%) Data Warehouse
2 25 (60.98%) SQL Server
3 24 (58.54%) SQL Server Integration Services
4 17 (41.46%) SQL Server Reporting Services
5 14 (34.15%) Power BI
6 12 (29.27%) Relational Database
7 10 (24.39%) BusinessObjects
8 9 (21.95%) SQL Server Analysis Services
9 8 (19.51%) SQL Server 2012
10 5 (12.20%) Azure SQL Data Warehouse
10 5 (12.20%) BusinessObjects Web Intelligence
10 5 (12.20%) DB2
10 5 (12.20%) PowerPivot
10 5 (12.20%) SAS EBI
11 4 (9.76%) SQL Server 2016
12 2 (4.88%) Big Data
13 1 (2.44%) Hadoop
13 1 (2.44%) HBase
13 1 (2.44%) Microsoft Analysis Services
13 1 (2.44%) Pentaho
Development Applications
1 1 (2.44%) Git (software)
1 1 (2.44%) Jenkins
1 1 (2.44%) Oracle Forms
1 1 (2.44%) Team Foundation Server
1 1 (2.44%) Visual Studio
General
1 22 (53.66%) Finance
2 1 (2.44%) Advertising
2 1 (2.44%) Telecoms
Job Titles
1 17 (41.46%) Developer
2 15 (36.59%) Analyst
3 10 (24.39%) Business Intelligence Developer
3 10 (24.39%) SQL Developer
4 7 (17.07%) Business Intelligence Analyst
4 7 (17.07%) Business Systems Analyst
4 7 (17.07%) Senior Analyst
4 7 (17.07%) Senior Business Systems Analyst
4 7 (17.07%) Senior Solutions Analyst
4 7 (17.07%) Senior Systems Analyst
4 7 (17.07%) Solutions Analyst
4 7 (17.07%) Systems Analyst
5 6 (14.63%) SQL BI Developer
6 5 (12.20%) Report Analyst
7 4 (9.76%) Data Warehouse Developer
7 4 (9.76%) ETL Developer
8 3 (7.32%) Business Developer
8 3 (7.32%) Database Developer
8 3 (7.32%) SQL Database Developer
8 3 (7.32%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 12 (29.27%) HTML
1 12 (29.27%) XML
2 8 (19.51%) REST
2 8 (19.51%) SOAP
2 8 (19.51%) Web Services
3 7 (17.07%) .NET
4 5 (12.20%) jQuery
4 5 (12.20%) JSON
5 1 (2.44%) LDAP
Miscellaneous
1 13 (31.71%) Analytical Skills
2 8 (19.51%) Enterprise Software
2 8 (19.51%) Management Information System
3 5 (12.20%) Greenfield Project
Operating Systems
1 2 (4.88%) Windows
2 1 (2.44%) Linux
Processes & Methodologies
1 34 (82.93%) Business Intelligence
2 18 (43.90%) Data Integration
3 15 (36.59%) ETL Development
4 14 (34.15%) Agile Software Development
5 13 (31.71%) Visualisation
6 12 (29.27%) Problem-Solving
7 11 (26.83%) Analytics
7 11 (26.83%) CRM
7 11 (26.83%) Decision-Making
8 9 (21.95%) Continuous Improvement
9 8 (19.51%) Computer Science
9 8 (19.51%) Data Visualisation
9 8 (19.51%) ITIL
9 8 (19.51%) Project Management
9 8 (19.51%) SOA
9 8 (19.51%) Validation
10 7 (17.07%) Business Analysis
10 7 (17.07%) Business Process Improvement
10 7 (17.07%) ERP
10 7 (17.07%) Scrum
Programming Languages
1 35 (85.37%) SQL
2 11 (26.83%) T-SQL
3 10 (24.39%) Data Analysis Expressions (DAX)
4 8 (19.51%) C#
5 7 (17.07%) Java
5 7 (17.07%) PHP
5 7 (17.07%) VB.NET
6 5 (12.20%) JavaScript
6 5 (12.20%) VBA
7 1 (2.44%) PL/SQL
7 1 (2.44%) Python
Qualifications
1 13 (31.71%) Degree
2 8 (19.51%) Postgraduate
3 4 (9.76%) MCSA
3 4 (9.76%) Microsoft Certification
4 1 (2.44%) ITIL Certification
4 1 (2.44%) Security Cleared
Quality Assurance & Compliance
1 6 (14.63%) Data Quality
2 1 (2.44%) QA
2 1 (2.44%) SLA
System Software
1 1 (2.44%) Apache Flume
Systems Management
1 1 (2.44%) Puppet
Vendors
1 26 (63.41%) Microsoft
2 7 (17.07%) Oracle
2 7 (17.07%) Tableau
3 5 (12.20%) Google
3 5 (12.20%) Salesforce.com
4 1 (2.44%) Cloudera