The table below looks at the statistics for ETL skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 83 76 46
Rank change year-on-year
-7 -30
Permanent jobs citing ETL 27 27 56
As % of all permanent IT jobs located in Wales 2.13% 2.08% 4.36%
As % of the Processes & Methodologies category 2.44% 2.53% 5.39%
Number of salaries quoted 20 23 51
Median salary £36,000 £36,500 £35,000
Median salary % change year-on-year
-1.36% +4.28%
90% offered a salary of more than £35,000 £33,800 £30,565
10% offered a salary of more than £60,000 £55,000 £42,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Wales region.

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
1105 1066 1038
As % of all permanent IT jobs located in Wales 87.15% 82.00% 80.78%
Number of salaries quoted 955 924 844
Median salary £38,500 £37,500 £37,500
Median salary % change year-on-year
+2.66% -
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Wales

ETL
Salary Trend in Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Wales region.

ETL Salary Trend in Wales

ETL
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing ETL across the Wales region over the 3 months to 4 December 2016.

ETL Salary Histogram 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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 23 £36,000 -20.00% 1
Mid Wales - 4 - -
ETL
UK

ETL
Top 30 Related IT Skills in Wales

For the 6 months to 4 December 2016, 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 42 (85.71%) SQL
2 23 (46.94%) SQL Server
2 23 (46.94%) SQL Server Integration Services
3 20 (40.82%) Business Intelligence
4 18 (36.73%) Finance
4 18 (36.73%) Data Warehouse
5 14 (28.57%) SQL Server Analysis Services
5 14 (28.57%) Agile Software Development
6 13 (26.53%) Oracle
6 13 (26.53%) T-SQL
6 13 (26.53%) Microsoft
6 13 (26.53%) SQL Server 2012
7 11 (22.45%) Analytical Skills
7 11 (22.45%) Data Modelling
8 9 (18.37%) Web Services
8 9 (18.37%) OLAP
8 9 (18.37%) Data Analysis
8 9 (18.37%) Data Integration
9 8 (16.33%) Computer Science
9 8 (16.33%) Oracle Database
9 8 (16.33%) Relational Database
10 7 (14.29%) OLAP Cube
10 7 (14.29%) Scrum
10 7 (14.29%) Data Cleansing
10 7 (14.29%) MDX
10 7 (14.29%) PHP
10 7 (14.29%) PL/SQL
10 7 (14.29%) Validation
11 6 (12.24%) C#
11 6 (12.24%) Windows

ETL
Top Related 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 5 (10.20%) Apache Spark
2 3 (6.12%) Apache Pig
2 3 (6.12%) SAS
3 2 (4.08%) BizTalk Server
3 2 (4.08%) Oracle Workflow
Applications
1 2 (4.08%) MS Excel
Business Applications
1 4 (8.16%) Unit4 Business World
2 2 (4.08%) Dynamics NAV
3 1 (2.04%) SAP Oil and Gas
Cloud Services
1 4 (8.16%) Microsoft Azure
2 2 (4.08%) Amazon AWS
3 1 (2.04%) SaaS
Communications & Networking
1 2 (4.08%) Ethernet
1 2 (4.08%) Wireless
Database & Business Intelligence
1 23 (46.94%) SQL Server
1 23 (46.94%) SQL Server Integration Services
2 18 (36.73%) Data Warehouse
3 14 (28.57%) SQL Server Analysis Services
4 13 (26.53%) SQL Server 2012
5 9 (18.37%) OLAP
6 8 (16.33%) Oracle Database
6 8 (16.33%) Relational Database
7 7 (14.29%) OLAP Cube
8 6 (12.24%) Hadoop
8 6 (12.24%) SQL Server Reporting Services
9 5 (10.20%) Big Data
9 5 (10.20%) Microsoft Analysis Services
9 5 (10.20%) MySQL
9 5 (10.20%) Oracle Reports
9 5 (10.20%) QlikView
10 4 (8.16%) NoSQL
10 4 (8.16%) RDBMS
11 3 (6.12%) Apache Hive
11 3 (6.12%) SAP BW
Development Applications
1 5 (10.20%) Oracle Forms
2 3 (6.12%) Team Foundation Server
2 3 (6.12%) Visual Studio
3 1 (2.04%) Subversion
3 1 (2.04%) TortoiseSVN
General
1 18 (36.73%) Finance
2 2 (4.08%) Advertising
2 2 (4.08%) Multimedia
3 1 (2.04%) Banking
3 1 (2.04%) Legal
3 1 (2.04%) Manufacturing
3 1 (2.04%) Publishing
3 1 (2.04%) Telecoms
Job Titles
1 36 (73.47%) Developer
2 13 (26.53%) SQL Developer
3 11 (22.45%) Senior Developer
4 8 (16.33%) Database Developer
5 7 (14.29%) Oracle Developer
6 6 (12.24%) Analyst
6 6 (12.24%) Senior Analyst
6 6 (12.24%) Senior Database Developer
7 5 (10.20%) Business Intelligence Developer
7 5 (10.20%) DBA
7 5 (10.20%) SQL DBA
8 4 (8.16%) Business Systems Analyst
8 4 (8.16%) Senior Business Systems Analyst
8 4 (8.16%) Senior Solutions Analyst
8 4 (8.16%) Senior Systems Analyst
8 4 (8.16%) Solutions Analyst
8 4 (8.16%) Systems Analyst
9 3 (6.12%) Data Warehouse Developer
9 3 (6.12%) PHP Developer
9 3 (6.12%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 9 (18.37%) Web Services
2 7 (14.29%) MDX
3 6 (12.24%) SOAP
4 5 (10.20%) .NET
5 4 (8.16%) HTML
5 4 (8.16%) REST
5 4 (8.16%) XML
6 3 (6.12%) jQuery
7 2 (4.08%) Natural Language Processing
7 2 (4.08%) RESTful
Miscellaneous
1 11 (22.45%) Analytical Skills
2 9 (18.37%) Data Integration
3 8 (16.33%) Computer Science
4 4 (8.16%) Enterprise Software
4 4 (8.16%) Mathematics
5 3 (6.12%) Data Structures
5 3 (6.12%) Visualisation
6 2 (4.08%) Algorithms
6 2 (4.08%) Management Information System
6 2 (4.08%) Neural Network
6 2 (4.08%) Statistics
7 1 (2.04%) iSeries
Operating Systems
1 6 (12.24%) Windows
2 3 (6.12%) Linux
2 3 (6.12%) Unix
Processes & Methodologies
1 20 (40.82%) Business Intelligence
2 14 (28.57%) Agile Software Development
3 11 (22.45%) Data Modelling
4 9 (18.37%) Data Analysis
5 7 (14.29%) Data Cleansing
5 7 (14.29%) Scrum
5 7 (14.29%) Validation
6 6 (12.24%) ETL Development
6 6 (12.24%) High Availability
6 6 (12.24%) SDLC
7 5 (10.20%) CRM
7 5 (10.20%) ITIL
7 5 (10.20%) Kimball Methodology
8 4 (8.16%) Project Management
8 4 (8.16%) SOA
9 3 (6.12%) Data Visualisation
9 3 (6.12%) Migration
9 3 (6.12%) MVC
9 3 (6.12%) OO
9 3 (6.12%) Systems Analysis
Programming Languages
1 42 (85.71%) SQL
2 13 (26.53%) T-SQL
3 7 (14.29%) PHP
3 7 (14.29%) PL/SQL
4 6 (12.24%) C#
5 4 (8.16%) Java
5 4 (8.16%) VB.NET
6 3 (6.12%) JavaScript
6 3 (6.12%) VB
7 1 (2.04%) PowerShell
Qualifications
1 6 (12.24%) Degree
2 4 (8.16%) Postgraduate
3 1 (2.04%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.08%) Data Quality
System Software
1 5 (10.20%) HDFS
Vendors
1 13 (26.53%) Microsoft
1 13 (26.53%) Oracle
2 3 (6.12%) Informatica
2 3 (6.12%) SAP
2 3 (6.12%) Teradata
2 3 (6.12%) Zend
3 2 (4.08%) Salesforce.com
4 1 (2.04%) IBM
Cardiff, South Glamorgan
CPS Group UK
Salary: £30000 - £40000 per annum + Benifits
Posted: 2 days ago