The following table provides summary statistics for permanent job vacancies advertised in Cardiff 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South Wales / Cardiff
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 47 55 51
Rank change year-on-year +8 -4  
Permanent jobs citing ETL 15 17 23
As % of all permanent IT jobs advertised in Cardiff 3.07% 2.49% 3.04%
As % of the Processes & Methodologies category 3.39% 2.96% 3.54%
Number of salaries quoted 9 13 17
Median salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11%  
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 Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 443 575 649
As % of all permanent IT job vacancies advertised in Cardiff 90.78% 84.06% 85.73%
Number of salaries quoted 379 504 523
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,500 £26,500 £27,500
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff 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 Cardiff

ETL
Salary Trend in Cardiff

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

Salary trend for ETL in Cardiff

ETL
Salary Histogram in Cardiff

The salary distribution of IT jobs citing ETL in Cardiff over the 3 months to 25 June 2017.

Salary histogram for ETL in Cardiff

For the 6 months to 25 June 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 Cardiff region with a requirement for ETL.

1 29 (93.55%) SQL
2 21 (67.74%) Finance
3 17 (54.84%) Oracle Reports
3 17 (54.84%) Oracle
4 16 (51.61%) PL/SQL
4 16 (51.61%) Oracle Forms
5 13 (41.94%) Business Intelligence
6 11 (35.48%) SQL Server
7 10 (32.26%) Data Warehouse
8 9 (29.03%) Data Analysis
8 9 (29.03%) Software Engineering
9 8 (25.81%) Analytics
10 7 (22.58%) Oracle Database
10 7 (22.58%) Data Governance
10 7 (22.58%) Microsoft
11 6 (19.35%) Data Cleansing
11 6 (19.35%) Visualisation
11 6 (19.35%) Data Visualisation
12 5 (16.13%) Oracle Receivables
12 5 (16.13%) Analytical Skills
13 4 (12.90%) SAS
13 4 (12.90%) SQL Server Integration Services
14 3 (9.68%) Data Quality
14 3 (9.68%) Tableau
14 3 (9.68%) SQL Server Reporting Services
14 3 (9.68%) SAS EBI
15 2 (6.45%) SQL Server 2014
15 2 (6.45%) Amazon Redshift
15 2 (6.45%) Fintech
15 2 (6.45%) Data Structures

ETL
Co-occurring IT Skills in Cardiff 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 4 (12.90%) SAS
Business Applications
1 5 (16.13%) Oracle Receivables
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Microsoft Azure
Database & Business Intelligence
1 17 (54.84%) Oracle Reports
2 11 (35.48%) SQL Server
3 10 (32.26%) Data Warehouse
4 7 (22.58%) Oracle Database
5 4 (12.90%) SQL Server Integration Services
6 3 (9.68%) SAS EBI
6 3 (9.68%) SQL Server Reporting Services
7 2 (6.45%) Amazon Redshift
7 2 (6.45%) Oracle Database 11g
7 2 (6.45%) QlikView
7 2 (6.45%) SQL Server 2012
7 2 (6.45%) SQL Server 2014
8 1 (3.23%) Azure SQL Data Warehouse
8 1 (3.23%) BusinessObjects
8 1 (3.23%) Enterprise Data Warehouse
8 1 (3.23%) Hadoop
8 1 (3.23%) Power BI
8 1 (3.23%) SQL Server 2008
8 1 (3.23%) SQL Server 2016
Development Applications
1 16 (51.61%) Oracle Forms
2 1 (3.23%) Bitbucket
2 1 (3.23%) ERwin
2 1 (3.23%) Git (software)
General
1 21 (67.74%) Finance
Job Titles
1 29 (93.55%) Developer
2 16 (51.61%) Oracle Developer
2 16 (51.61%) SQL Developer
3 9 (29.03%) Senior Developer
3 9 (29.03%) Senior SQL Developer
4 7 (22.58%) PL/SQL Developer
5 2 (6.45%) Business Intelligence Developer
5 2 (6.45%) SAS Developer
5 2 (6.45%) Senior Oracle Developer
5 2 (6.45%) Senior PL/SQL Developer
6 1 (3.23%) Administrator
6 1 (3.23%) Analyst
6 1 (3.23%) Architect
6 1 (3.23%) Data Architect
6 1 (3.23%) Database Developer
6 1 (3.23%) DBA
6 1 (3.23%) SAS Analyst
6 1 (3.23%) SQL BI Developer
6 1 (3.23%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (3.23%) XML
Miscellaneous
1 5 (16.13%) Analytical Skills
2 2 (6.45%) Data Structures
2 2 (6.45%) Fintech
Operating Systems
1 2 (6.45%) Windows
Processes & Methodologies
1 13 (41.94%) Business Intelligence
2 9 (29.03%) Data Analysis
2 9 (29.03%) Software Engineering
3 8 (25.81%) Analytics
4 7 (22.58%) Data Governance
5 6 (19.35%) Data Cleansing
5 6 (19.35%) Data Visualisation
5 6 (19.35%) Visualisation
6 2 (6.45%) Data Integration
6 2 (6.45%) Data Management
6 2 (6.45%) High Availability
7 1 (3.23%) Agile Software Development
7 1 (3.23%) API Development
7 1 (3.23%) Data Architecture
7 1 (3.23%) Dimensional Modelling
7 1 (3.23%) Open Source
7 1 (3.23%) Performance Tuning
7 1 (3.23%) Project Management
7 1 (3.23%) Quality Management
7 1 (3.23%) Translating Business Requirements
Programming Languages
1 29 (93.55%) SQL
2 16 (51.61%) PL/SQL
3 2 (6.45%) Python
4 1 (3.23%) C
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
Vendors
1 17 (54.84%) Oracle
2 7 (22.58%) Microsoft
3 3 (9.68%) Tableau
4 1 (3.23%) Ab Initio
4 1 (3.23%) Informatica
4 1 (3.23%) MicroStrategy
4 1 (3.23%) Netezza
4 1 (3.23%) Teradata
Cardiff, South Glamorgan
Spring Technology
Salary: £30000.00 - £50000.00 per annum + 20% Bonus
Posted: 6 days ago