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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South Wales / Cardiff
Rank 52 49 27
Rank change year-on-year -3 -22  
Permanent jobs citing ETL 16 25 42
As % of all permanent IT jobs advertised in Cardiff 2.85% 3.59% 6.43%
As % of the Processes & Methodologies category 3.19% 4.26% 7.53%
Number of salaries quoted 16 25 41
Median salary £43,750 £37,500 £38,500
Median salary % change year-on-year +16.66% -2.59%  
90% offered a salary of more than £36,500 £32,000 £32,500
10% offered a salary of more than £52,500 £50,000 £45,000
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 501 587 558
As % of all permanent IT job vacancies advertised in Cardiff 89.15% 84.22% 85.45%
Number of salaries quoted 447 473 485
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.66% +7.14%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £57,500 £52,500 £51,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 2017.

Salary histogram for ETL in Cardiff

ETL
Top 30 Related IT Skills in Cardiff

For the 6 months to 25 March 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 31 (86.11%) SQL
2 21 (58.33%) Finance
3 15 (41.67%) Oracle
4 12 (33.33%) Oracle Reports
5 11 (30.56%) Oracle Forms
5 11 (30.56%) SQL Server
5 11 (30.56%) PL/SQL
6 10 (27.78%) Business Intelligence
6 10 (27.78%) Data Analysis
7 9 (25.00%) SQL Server Integration Services
8 8 (22.22%) Data Warehouse
8 8 (22.22%) SQL Server 2012
9 7 (19.44%) Oracle Database
9 7 (19.44%) High Availability
9 7 (19.44%) SAS
9 7 (19.44%) Windows
9 7 (19.44%) Software Engineering
10 6 (16.67%) Agile Software Development
10 6 (16.67%) Hadoop
10 6 (16.67%) Mathematics
10 6 (16.67%) SAS EBI
11 5 (13.89%) Analytics
11 5 (13.89%) HDFS
11 5 (13.89%) Apache Spark
11 5 (13.89%) Data Cleansing
12 4 (11.11%) Computer Science
12 4 (11.11%) Degree
12 4 (11.11%) Data Quality
12 4 (11.11%) Big Data
12 4 (11.11%) Analytical Skills

ETL
Top Related 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 7 (19.44%) SAS
2 5 (13.89%) Apache Spark
3 3 (8.33%) Apache Pig
4 2 (5.56%) Oracle Workflow
Applications
1 1 (2.78%) MS Excel
Business Applications
1 2 (5.56%) Oracle Receivables
Cloud Services
1 2 (5.56%) Amazon AWS
2 1 (2.78%) Microsoft Azure
Database & Business Intelligence
1 12 (33.33%) Oracle Reports
2 11 (30.56%) SQL Server
3 9 (25.00%) SQL Server Integration Services
4 8 (22.22%) Data Warehouse
4 8 (22.22%) SQL Server 2012
5 7 (19.44%) Oracle Database
6 6 (16.67%) Hadoop
6 6 (16.67%) SAS EBI
7 4 (11.11%) Big Data
8 3 (8.33%) Apache Hive
8 3 (8.33%) Data Lake
8 3 (8.33%) HBase
8 3 (8.33%) Presto
8 3 (8.33%) RDBMS
8 3 (8.33%) Relational Database
9 2 (5.56%) HPCC
9 2 (5.56%) MySQL
9 2 (5.56%) NoSQL
9 2 (5.56%) OLAP
9 2 (5.56%) PostgreSQL
Development Applications
1 11 (30.56%) Oracle Forms
2 1 (2.78%) ERwin
General
1 21 (58.33%) Finance
2 2 (5.56%) Multimedia
Job Titles
1 27 (75.00%) Developer
2 12 (33.33%) SQL Developer
3 11 (30.56%) Oracle Developer
4 4 (11.11%) Senior Developer
5 3 (8.33%) Analyst
5 3 (8.33%) Data Engineer
5 3 (8.33%) DBA
5 3 (8.33%) PL/SQL Developer
5 3 (8.33%) SAS Developer
5 3 (8.33%) Senior SQL Developer
5 3 (8.33%) SQL DBA
6 2 (5.56%) Big Data Engineer
6 2 (5.56%) Business Intelligence Analyst
6 2 (5.56%) Business Intelligence Developer
6 2 (5.56%) Data Scientist
6 2 (5.56%) Hadoop Engineer
6 2 (5.56%) PHP Developer
6 2 (5.56%) Senior Oracle Developer
6 2 (5.56%) Senior PL/SQL Developer
6 2 (5.56%) Senior Reporting Analyst
Libraries, Frameworks & Software Standards
1 4 (11.11%) Web Services
2 2 (5.56%) jQuery
2 2 (5.56%) Natural Language Processing
2 2 (5.56%) RESTful
2 2 (5.56%) SOAP
3 1 (2.78%) MDX
3 1 (2.78%) XML
Miscellaneous
1 4 (11.11%) Analytical Skills
1 4 (11.11%) Computer Science
2 2 (5.56%) Algorithms
3 1 (2.78%) Data Structures
3 1 (2.78%) Fintech
Operating Systems
1 7 (19.44%) Windows
2 3 (8.33%) Unix
3 2 (5.56%) Linux
Processes & Methodologies
1 10 (27.78%) Business Intelligence
1 10 (27.78%) Data Analysis
2 7 (19.44%) High Availability
2 7 (19.44%) Software Engineering
3 6 (16.67%) Agile Software Development
3 6 (16.67%) Mathematics
4 5 (13.89%) Analytics
4 5 (13.89%) Data Cleansing
5 4 (11.11%) Data Modelling
5 4 (11.11%) Scrum
6 3 (8.33%) CRM
6 3 (8.33%) Data Integration
6 3 (8.33%) Data Visualisation
6 3 (8.33%) Visualisation
7 2 (5.56%) Bayesian Methods
7 2 (5.56%) Deep Learning
7 2 (5.56%) Logistic Regression
7 2 (5.56%) Operations Research
7 2 (5.56%) Statistics
7 2 (5.56%) Systems Analysis
Programming Languages
1 31 (86.11%) SQL
2 11 (30.56%) PL/SQL
3 2 (5.56%) JavaScript
3 2 (5.56%) PHP
3 2 (5.56%) T-SQL
4 1 (2.78%) C
4 1 (2.78%) Python
Qualifications
1 4 (11.11%) Degree
2 2 (5.56%) Postgraduate
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
System Software
1 5 (13.89%) HDFS
Vendors
1 15 (41.67%) Oracle
2 2 (5.56%) Microsoft
2 2 (5.56%) Salesforce.com
2 2 (5.56%) Tableau
2 2 (5.56%) Zend
3 1 (2.78%) Ab Initio
3 1 (2.78%) Informatica
3 1 (2.78%) MicroStrategy
3 1 (2.78%) Netezza
3 1 (2.78%) Teradata
Cardiff, South Glamorgan
Deerfoot IT Resources Ltd
Salary: Pension, Bonus
Posted: 5 days ago