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 3 months to 24 April 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
UK / Wales
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 54 64 65
Rank change year-on-year +10 +1  
Permanent jobs citing ETL 41 40 40
As % of all permanent IT jobs advertised in Wales 3.76% 2.96% 2.86%
As % of the Processes & Methodologies category 4.30% 3.61% 3.38%
Number of salaries quoted 18 33 37
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.55%  
90% offered a salary of more than £40,000 £35,000 £35,000
10% offered a salary of more than £52,500 £50,000 £47,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 953 1109 1184
As % of all permanent IT job vacancies advertised in Wales 87.51% 82.03% 84.63%
Number of salaries quoted 770 934 994
Median salary £40,000 £39,339 £37,500
Median salary % change year-on-year +1.67% +4.90%  
90% offered a salary of more than £28,000 £27,000 £26,000
10% offered a salary of more than £55,000 £55,000 £53,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in Wales citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 April 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 3 months to 24 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales -2 27 £43,750 +2.94% 2
Mid Wales - 12 - -
North Wales - 1 £45,000 -
West Wales - 1 £47,500 -
ETL
UK

For the 6 months to 24 April 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 63 (78.75%) SQL
2 47 (58.75%) Finance
3 39 (48.75%) Oracle
4 38 (47.50%) Oracle Reports
5 36 (45.00%) Analytical Skills
6 31 (38.75%) Oracle Forms
6 31 (38.75%) PL/SQL
7 24 (30.00%) SQL Server
8 22 (27.50%) Data Integration
8 22 (27.50%) Oracle Database
9 21 (26.25%) Web Services
10 20 (25.00%) SOAP
11 19 (23.75%) REST
12 18 (22.50%) Management Information System
12 18 (22.50%) Business Intelligence
12 18 (22.50%) SQL Server Integration Services
13 17 (21.25%) Degree
13 17 (21.25%) XML
14 16 (20.00%) Oracle Database 11g
14 16 (20.00%) Computer Science
15 15 (18.75%) BizTalk Server
15 15 (18.75%) SQL Server 2012
16 14 (17.50%) Continuous Improvement
16 14 (17.50%) Process Improvement
16 14 (17.50%) Business Process Improvement
16 14 (17.50%) Enterprise Software
17 12 (15.00%) Microsoft
18 11 (13.75%) Project Management
18 11 (13.75%) Data Analysis
19 10 (12.50%) Software Engineering

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 (18.75%) BizTalk Server
2 7 (8.75%) SAS
3 6 (7.50%) Oracle SOA Suite
4 3 (3.75%) Apache Spark
5 1 (1.25%) Apache Pig
5 1 (1.25%) Oracle Workflow
5 1 (1.25%) SharePoint
Business Applications
1 6 (7.50%) Oracle HRMS
2 5 (6.25%) Unit4 Business World
3 3 (3.75%) Oracle Receivables
Cloud Services
1 1 (1.25%) Amazon AWS
1 1 (1.25%) Microsoft Azure
Communications & Networking
1 1 (1.25%) Ethernet
1 1 (1.25%) FTP
1 1 (1.25%) Wireless
Database & Business Intelligence
1 38 (47.50%) Oracle Reports
2 24 (30.00%) SQL Server
3 22 (27.50%) Oracle Database
4 18 (22.50%) SQL Server Integration Services
5 16 (20.00%) Oracle Database 11g
6 15 (18.75%) SQL Server 2012
7 10 (12.50%) Data Warehouse
8 7 (8.75%) Relational Database
8 7 (8.75%) SQL Server Reporting Services
9 6 (7.50%) SAS EBI
10 4 (5.00%) Hadoop
10 4 (5.00%) Power BI
10 4 (5.00%) SQL Server 2008
10 4 (5.00%) SQL Server Analysis Services
11 3 (3.75%) Microsoft Analysis Services
11 3 (3.75%) NoSQL
11 3 (3.75%) SQL Server 2005
11 3 (3.75%) SQL Server 2016
12 2 (2.50%) Amazon Redshift
12 2 (2.50%) SQL Server 2014
Development Applications
1 31 (38.75%) Oracle Forms
2 1 (1.25%) Bitbucket
2 1 (1.25%) ERwin
2 1 (1.25%) Git (software)
2 1 (1.25%) Team Foundation Server
2 1 (1.25%) VSS/SourceSafe
General
1 47 (58.75%) Finance
2 2 (2.50%) Multimedia
3 1 (1.25%) Legal
Job Titles
1 49 (61.25%) Developer
2 31 (38.75%) Oracle Developer
3 23 (28.75%) Senior Developer
4 18 (22.50%) Senior Oracle Developer
5 16 (20.00%) SQL Developer
6 15 (18.75%) Analyst
7 13 (16.25%) Senior Analyst
8 11 (13.75%) Senior Solutions Analyst
8 11 (13.75%) Senior Systems Analyst
8 11 (13.75%) Solutions Analyst
8 11 (13.75%) Systems Analyst
9 9 (11.25%) Administrator
10 8 (10.00%) BizTalk Administrator
11 6 (7.50%) Senior SQL Developer
12 5 (6.25%) Business Systems Analyst
12 5 (6.25%) Senior Business Systems Analyst
13 4 (5.00%) Business Intelligence Developer
13 4 (5.00%) PL/SQL Developer
14 3 (3.75%) SAS Developer
14 3 (3.75%) Team Leader
Libraries, Frameworks & Software Standards
1 21 (26.25%) Web Services
2 20 (25.00%) SOAP
3 19 (23.75%) REST
4 17 (21.25%) XML
5 8 (10.00%) .NET
6 7 (8.75%) HTML
7 2 (2.50%) Natural Language Processing
8 1 (1.25%) jQuery
8 1 (1.25%) JSON
8 1 (1.25%) MDX
8 1 (1.25%) RESTful
8 1 (1.25%) WCF
8 1 (1.25%) XSLT
Miscellaneous
1 36 (45.00%) Analytical Skills
2 18 (22.50%) Management Information System
3 16 (20.00%) Computer Science
4 14 (17.50%) Enterprise Software
5 2 (2.50%) Algorithms
5 2 (2.50%) Data Structures
6 1 (1.25%) Fintech
6 1 (1.25%) Greenfield Project
Operating Systems
1 6 (7.50%) Windows
2 1 (1.25%) Linux
2 1 (1.25%) Unix
Processes & Methodologies
1 22 (27.50%) Data Integration
2 18 (22.50%) Business Intelligence
3 14 (17.50%) Business Process Improvement
3 14 (17.50%) Continuous Improvement
3 14 (17.50%) Process Improvement
4 11 (13.75%) Data Analysis
4 11 (13.75%) Project Management
5 10 (12.50%) Business Process Modelling
5 10 (12.50%) Software Engineering
6 8 (10.00%) Analytics
6 8 (10.00%) ITSM
6 8 (10.00%) Problem Management
6 8 (10.00%) Service Management
7 7 (8.75%) ITIL
7 7 (8.75%) SOA
7 7 (8.75%) Validation
8 6 (7.50%) Business Analysis
8 6 (7.50%) Data Migration
8 6 (7.50%) High Availability
8 6 (7.50%) Migration
Programming Languages
1 63 (78.75%) SQL
2 31 (38.75%) PL/SQL
3 8 (10.00%) C#
3 8 (10.00%) PHP
4 7 (8.75%) Java
4 7 (8.75%) VB.NET
5 5 (6.25%) T-SQL
6 2 (2.50%) Python
7 1 (1.25%) C
7 1 (1.25%) JavaScript
Qualifications
1 17 (21.25%) Degree
2 8 (10.00%) Postgraduate
3 1 (1.25%) Microsoft Certification
Quality Assurance & Compliance
1 5 (6.25%) Data Quality
2 3 (3.75%) SLA
System Software
1 3 (3.75%) HDFS
Vendors
1 39 (48.75%) Oracle
2 12 (15.00%) Microsoft
3 3 (3.75%) Tableau
4 2 (2.50%) Salesforce.com
5 1 (1.25%) Ab Initio
5 1 (1.25%) Informatica
5 1 (1.25%) MicroStrategy
5 1 (1.25%) Netezza
5 1 (1.25%) Teradata
5 1 (1.25%) Zend
Wales
Link Financial
Salary: Salary Negotiable + Excellent Pension + Annual Bonus
Posted: 5 days ago
Cardiff, South Glamorgan
Opus Recruitment Solutions Ltd
Salary: £40000 - £60000 per annum
Posted: 5 days ago