The table below looks at the statistics for ETL skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 72 78 41
Rank change year-on-year
+6 -37
Permanent jobs citing ETL 24 19 56
As % of all permanent IT jobs located in South Wales 2.25% 1.77% 4.93%
As % of the Processes & Methodologies category 2.55% 2.14% 6.07%
Number of salaries quoted 20 15 53
Median salary £36,000 £45,000 £35,000
Median salary % change year-on-year
-20.00% +28.57%
90% offered a salary of more than £35,000 £35,000 £30,565
10% offered a salary of more than £60,000 £55,000 £42,100
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Wales

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

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
940 888 923
As % of all permanent IT jobs located in South Wales 88.01% 82.60% 81.32%
Number of salaries quoted 829 775 763
Median salary £37,500 £37,500 £36,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £27,000 £27,500 £27,500
10% offered a salary of more than £60,000 £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 South Wales

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

ETL Jobs Demand Trend in South Wales

ETL
Salary Trend in South Wales

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

ETL Salary Trend in South Wales

ETL
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing ETL across the South Wales region over the 3 months to 11 December 2016.

ETL Salary Histogram in South Wales

ETL
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South Wales region over the 3 months to 11 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
Cardiff +2 19 £35,500 -21.11% 1
Newport - 2 £43,000 -
ETL
Wales

ETL
Top 30 Related IT Skills in South Wales

For the 6 months to 11 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 South Wales region with a requirement for ETL.

1 38 (84.44%) SQL
2 20 (44.44%) SQL Server
2 20 (44.44%) SQL Server Integration Services
3 18 (40.00%) Business Intelligence
4 16 (35.56%) Data Warehouse
5 15 (33.33%) Finance
6 14 (31.11%) Agile Software Development
7 12 (26.67%) SQL Server Analysis Services
7 12 (26.67%) SQL Server 2012
7 12 (26.67%) Oracle
8 11 (24.44%) T-SQL
8 11 (24.44%) Microsoft
9 10 (22.22%) Data Analysis
10 9 (20.00%) OLAP
10 9 (20.00%) Data Modelling
10 9 (20.00%) Oracle Database
11 8 (17.78%) Analytical Skills
12 7 (15.56%) MDX
12 7 (15.56%) High Availability
12 7 (15.56%) Data Cleansing
12 7 (15.56%) Windows
12 7 (15.56%) Scrum
12 7 (15.56%) OLAP Cube
13 6 (13.33%) Relational Database
13 6 (13.33%) ETL Development
13 6 (13.33%) SDLC
13 6 (13.33%) Oracle Forms
13 6 (13.33%) Oracle Reports
13 6 (13.33%) PL/SQL
13 6 (13.33%) Computer Science

ETL
Top Related IT Skills in South 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 (11.11%) Apache Spark
2 3 (6.67%) Apache Pig
2 3 (6.67%) SAS
3 2 (4.44%) Oracle Workflow
Applications
1 2 (4.44%) MS Excel
Business Applications
1 2 (4.44%) Dynamics NAV
2 1 (2.22%) SAP Oil and Gas
Cloud Services
1 4 (8.89%) Microsoft Azure
2 2 (4.44%) Amazon AWS
3 1 (2.22%) SaaS
Communications & Networking
1 2 (4.44%) Ethernet
1 2 (4.44%) Wireless
Database & Business Intelligence
1 20 (44.44%) SQL Server
1 20 (44.44%) SQL Server Integration Services
2 16 (35.56%) Data Warehouse
3 12 (26.67%) SQL Server 2012
3 12 (26.67%) SQL Server Analysis Services
4 9 (20.00%) OLAP
4 9 (20.00%) Oracle Database
5 7 (15.56%) OLAP Cube
6 6 (13.33%) Hadoop
6 6 (13.33%) Oracle Reports
6 6 (13.33%) Relational Database
6 6 (13.33%) SQL Server Reporting Services
7 5 (11.11%) Big Data
7 5 (11.11%) QlikView
8 4 (8.89%) NoSQL
8 4 (8.89%) RDBMS
9 3 (6.67%) Apache Hive
9 3 (6.67%) HBase
9 3 (6.67%) MySQL
9 3 (6.67%) SAP BW
Development Applications
1 6 (13.33%) Oracle Forms
2 3 (6.67%) Team Foundation Server
2 3 (6.67%) Visual Studio
3 1 (2.22%) Subversion
3 1 (2.22%) TortoiseSVN
General
1 15 (33.33%) Finance
2 2 (4.44%) Advertising
2 2 (4.44%) Multimedia
3 1 (2.22%) Banking
3 1 (2.22%) Legal
3 1 (2.22%) Manufacturing
3 1 (2.22%) Publishing
3 1 (2.22%) Telecoms
Job Titles
1 36 (80.00%) Developer
2 12 (26.67%) Senior Developer
2 12 (26.67%) SQL Developer
3 8 (17.78%) Database Developer
4 6 (13.33%) Oracle Developer
4 6 (13.33%) Senior Database Developer
5 5 (11.11%) Business Intelligence Developer
5 5 (11.11%) DBA
5 5 (11.11%) SQL DBA
6 3 (6.67%) Data Engineer
6 3 (6.67%) Data Warehouse Developer
6 3 (6.67%) PHP Developer
6 3 (6.67%) QlikView Developer
6 3 (6.67%) Senior Business Intelligence Developer
6 3 (6.67%) Senior Oracle Developer
7 2 (4.44%) Big Data Engineer
7 2 (4.44%) Data Scientist
7 2 (4.44%) Hadoop Engineer
7 2 (4.44%) Report Analyst
7 2 (4.44%) SSIS Developer
Libraries, Frameworks & Software Standards
1 7 (15.56%) MDX
2 5 (11.11%) Web Services
3 3 (6.67%) jQuery
4 2 (4.44%) Natural Language Processing
4 2 (4.44%) RESTful
4 2 (4.44%) SOAP
5 1 (2.22%) .NET
Miscellaneous
1 8 (17.78%) Analytical Skills
2 6 (13.33%) Computer Science
3 4 (8.89%) Mathematics
4 3 (6.67%) Data Integration
4 3 (6.67%) Data Structures
4 3 (6.67%) Visualisation
5 2 (4.44%) Algorithms
5 2 (4.44%) Neural Network
5 2 (4.44%) Statistics
6 1 (2.22%) iSeries
Operating Systems
1 7 (15.56%) Windows
2 3 (6.67%) Linux
2 3 (6.67%) Unix
Processes & Methodologies
1 18 (40.00%) Business Intelligence
2 14 (31.11%) Agile Software Development
3 10 (22.22%) Data Analysis
4 9 (20.00%) Data Modelling
5 7 (15.56%) Data Cleansing
5 7 (15.56%) High Availability
5 7 (15.56%) Scrum
6 6 (13.33%) ETL Development
6 6 (13.33%) SDLC
7 5 (11.11%) CRM
7 5 (11.11%) Kimball Methodology
8 3 (6.67%) Data Visualisation
8 3 (6.67%) MVC
8 3 (6.67%) OO
8 3 (6.67%) Systems Analysis
8 3 (6.67%) Validation
9 2 (4.44%) Data Management
9 2 (4.44%) Enterprise Architecture
9 2 (4.44%) Operations Research
9 2 (4.44%) TDD
Programming Languages
1 38 (84.44%) SQL
2 11 (24.44%) T-SQL
3 6 (13.33%) PL/SQL
4 3 (6.67%) JavaScript
4 3 (6.67%) PHP
4 3 (6.67%) VB
5 2 (4.44%) C#
6 1 (2.22%) PowerShell
Qualifications
1 4 (8.89%) Degree
2 2 (4.44%) Postgraduate
3 1 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.44%) Data Quality
System Software
1 5 (11.11%) HDFS
Vendors
1 12 (26.67%) Oracle
2 11 (24.44%) Microsoft
3 3 (6.67%) Informatica
3 3 (6.67%) SAP
3 3 (6.67%) Teradata
3 3 (6.67%) Zend
4 2 (4.44%) Salesforce.com
5 1 (2.22%) IBM
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 6 days ago