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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 76 70 84
Rank change year-on-year
-6 +14
Permanent jobs citing ETL 26 35 19
As % of all permanent IT jobs located in Wales 2.02% 2.45% 1.40%
As % of the Processes & Methodologies category 2.44% 2.91% 1.73%
Number of salaries quoted 19 28 19
Median salary £40,000 £45,000 £40,783
Median salary % change year-on-year
-11.11% +10.34%
90% offered a salary of more than £34,900 £35,000 £27,500
10% offered a salary of more than £48,000 £47,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,164
% change year-on-year
- +4.25%
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
1067 1202 1100
As % of all permanent IT jobs located in Wales 82.78% 84.06% 80.94%
Number of salaries quoted 910 975 936
Median salary £40,000 £37,500 £35,783
Median salary % change year-on-year
+6.66% +4.79%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 June 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 26 June 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 20 £40,000 -11.11% 2
Mid Wales - 2 - -
West Wales - 2 £50,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Wales

For the 6 months to 26 June 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 65 (94.20%) SQL
2 48 (69.57%) SQL Server
3 36 (52.17%) Business Intelligence
4 33 (47.83%) SQL Server Integration Services
5 30 (43.48%) SQL Server Analysis Services
6 28 (40.58%) Agile Software Development
7 26 (37.68%) Data Warehouse
7 26 (37.68%) SQL Server 2012
8 23 (33.33%) T-SQL
9 22 (31.88%) Microsoft
9 22 (31.88%) SQL Server Reporting Services
10 20 (28.99%) MDX
11 17 (24.64%) OLAP
11 17 (24.64%) MySQL
12 15 (21.74%) Advertising
12 15 (21.74%) OLAP Cube
12 15 (21.74%) SDLC
13 14 (20.29%) C
13 14 (20.29%) Data Modelling
13 14 (20.29%) Linux
13 14 (20.29%) Scrum
13 14 (20.29%) Computer Science
14 13 (18.84%) MS Excel
14 13 (18.84%) Oracle
15 12 (17.39%) Data Analysis
15 12 (17.39%) Kimball Methodology
15 12 (17.39%) Performance Tuning
16 11 (15.94%) SQL Server 2008
17 10 (14.49%) Software Engineering
17 10 (14.49%) C++

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 (7.25%) SharePoint
2 1 (1.45%) SharePoint 2013
Applications
1 13 (18.84%) MS Excel
Business Applications
1 1 (1.45%) Dynamics NAV
Cloud Services
1 3 (4.35%) Microsoft Azure
Communications & Networking
1 5 (7.25%) HTTP
1 5 (7.25%) TCP/IP
1 5 (7.25%) tcpdump
Database & Business Intelligence
1 48 (69.57%) SQL Server
2 33 (47.83%) SQL Server Integration Services
3 30 (43.48%) SQL Server Analysis Services
4 26 (37.68%) Data Warehouse
4 26 (37.68%) SQL Server 2012
5 22 (31.88%) SQL Server Reporting Services
6 17 (24.64%) MySQL
6 17 (24.64%) OLAP
7 15 (21.74%) OLAP Cube
8 11 (15.94%) SQL Server 2008
9 9 (13.04%) Big Data
9 9 (13.04%) Power BI
10 8 (11.59%) Microsoft Analysis Services
11 7 (10.14%) PowerPivot
12 5 (7.25%) Hadoop
13 4 (5.80%) HPCC
14 2 (2.90%) QlikView
14 2 (2.90%) Relational Database
14 2 (2.90%) SQL Server 2005
14 2 (2.90%) SQL Server 2014
Development Applications
1 8 (11.59%) Team Foundation Server
2 6 (8.70%) Visual Studio
3 1 (1.45%) Oracle Forms
General
1 15 (21.74%) Advertising
2 6 (8.70%) Finance
Job Titles
1 43 (62.32%) Developer
2 22 (31.88%) SQL Developer
3 18 (26.09%) Database Developer
4 12 (17.39%) DBA
4 12 (17.39%) Senior Database Developer
4 12 (17.39%) Senior Developer
4 12 (17.39%) SQL DBA
5 11 (15.94%) SQL Database Developer
6 10 (14.49%) SSAS Developer
7 9 (13.04%) Software Engineer
7 9 (13.04%) SQL Server DBA
8 8 (11.59%) Business Intelligence Developer
8 8 (11.59%) Data Warehouse Developer
8 8 (11.59%) SQL Server Developer
9 7 (10.14%) SSIS Developer
10 6 (8.70%) ETL Developer
11 5 (7.25%) C++ Software Engineer
11 5 (7.25%) Oracle Developer
11 5 (7.25%) SSRS Developer
11 5 (7.25%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 20 (28.99%) MDX
2 9 (13.04%) Web Services
3 5 (7.25%) REST
3 5 (7.25%) SOAP
3 5 (7.25%) WSDL
3 5 (7.25%) XML
4 4 (5.80%) jQuery
5 1 (1.45%) .NET
5 1 (1.45%) Oracle Streams
Miscellaneous
1 14 (20.29%) Computer Science
2 9 (13.04%) Mathematics
3 7 (10.14%) Data Integration
4 5 (7.25%) Analytical Skills
5 4 (5.80%) Grid Computing
6 3 (4.35%) Enterprise Software
7 2 (2.90%) Data Extraction
7 2 (2.90%) Management Information System
7 2 (2.90%) Visualisation
8 1 (1.45%) Data Protection Act
8 1 (1.45%) iSeries
Operating Systems
1 14 (20.29%) Linux
2 10 (14.49%) Unix
3 9 (13.04%) Windows
Processes & Methodologies
1 36 (52.17%) Business Intelligence
2 28 (40.58%) Agile Software Development
3 15 (21.74%) SDLC
4 14 (20.29%) Data Modelling
4 14 (20.29%) Scrum
5 12 (17.39%) Data Analysis
5 12 (17.39%) Kimball Methodology
5 12 (17.39%) Performance Tuning
6 10 (14.49%) Software Engineering
7 9 (13.04%) Complex ETL
7 9 (13.04%) Configuration Management
7 9 (13.04%) OO
8 8 (11.59%) Migration
9 7 (10.14%) Analytics
9 7 (10.14%) TDD
10 6 (8.70%) Data Cleansing
11 5 (7.25%) Cybersecurity
11 5 (7.25%) Functional Programming
11 5 (7.25%) Online Security
12 4 (5.80%) MVC
Programming Languages
1 65 (94.20%) SQL
2 23 (33.33%) T-SQL
3 14 (20.29%) C
4 10 (14.49%) C++
4 10 (14.49%) Java
5 9 (13.04%) PHP
6 6 (8.70%) C#
7 5 (7.25%) Erlang
7 5 (7.25%) Haskell
7 5 (7.25%) Lisp
7 5 (7.25%) PL/SQL
7 5 (7.25%) Python
8 4 (5.80%) JavaScript
9 1 (1.45%) VB.NET
Qualifications
1 5 (7.25%) Degree
2 4 (5.80%) MCSA
2 4 (5.80%) MCSE
2 4 (5.80%) Microsoft Certification
Quality Assurance & Compliance
1 5 (7.25%) Data Quality
2 3 (4.35%) QA
3 2 (2.90%) SLA
System Software
1 5 (7.25%) Snort
Vendors
1 22 (31.88%) Microsoft
2 13 (18.84%) Oracle
3 5 (7.25%) Sybase
4 4 (5.80%) Zend
5 3 (4.35%) Informatica
6 2 (2.90%) IBM
6 2 (2.90%) Teradata
7 1 (1.45%) Tableau
Cardiff, South Glamorgan
Opus Recruitment Solutions Ltd
Salary: £40000 per annum
Posted: 4 days ago
Cardiff, South Glamorgan
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Salary: From £30,000 to £50,000 per annum Bonus, Pension, Healthcare, Holiday,
Posted: 2 days ago