Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Wales > South Wales
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 87 100 114
Rank change year-on-year +13 +14 -46
Permanent jobs citing ETL 23 41 37
As % of all permanent IT jobs advertised in South Wales 1.60% 1.87% 1.52%
As % of the Processes & Methodologies category 1.81% 2.08% 1.78%
Number of salaries quoted 21 38 28
South Wales median annual salary £40,000 £36,750 £45,000
Median salary % change year-on-year +8.84% -18.33% +20.00%
10th Percentile £32,500 £30,400 £30,875
90th Percentile £60,000 £56,625 £58,750
Wales median annual salary £40,000 £37,500 £45,000
% change year-on-year +6.67% -16.67% +20.00%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
South Wales
Permanent vacancies with a requirement for process or methodology skills 1268 1970 2078
As % of all permanent IT jobs advertised in South Wales 88.36% 90.08% 85.37%
Number of salaries quoted 1126 1761 1781
South Wales median annual salary £39,000 £37,500 £36,779
Median salary % change year-on-year +4.00% +1.96% +5.08%
10th Percentile £23,000 £22,500 £23,000
90th Percentile £56,250 £55,250 £55,000
Wales median annual salary £40,000 £37,500 £36,500
% change year-on-year +6.67% +2.74% +4.29%

ETL
Job Vacancy Trend in South Wales

Job postings citing ETL as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for ETL 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 in South Wales.

Salary trend for ETL in South Wales

ETL
Salary Histogram in South Wales

The salary distribution of IT jobs citing ETL in South Wales over the 6 months to 24 November 2017.

Salary histogram for ETL 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +21 18 £37,500 +4.17% 3
Newport 0 5 £60,000 +39.53%
ETL
Wales

For the 6 months to 24 November 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 South Wales region with a requirement for ETL.

1 18 (78.26%) SQL
2 11 (47.83%) SQL Server
2 11 (47.83%) Business Intelligence
2 11 (47.83%) SQL Server Reporting Services
2 11 (47.83%) SQL Server Integration Services
3 10 (43.48%) Finance
3 10 (43.48%) Big Data
4 8 (34.78%) Analytics
4 8 (34.78%) Data Analysis
4 8 (34.78%) Data Warehouse
5 7 (30.43%) Microsoft
5 7 (30.43%) Dimensional Modelling
6 6 (26.09%) Data Modelling
6 6 (26.09%) Analytical Skills
6 6 (26.09%) Team Foundation Server
7 5 (21.74%) Hadoop
7 5 (21.74%) Data Integration
7 5 (21.74%) Data Transformation
7 5 (21.74%) Data Analytics
7 5 (21.74%) Data Mining
8 4 (17.39%) Oracle
8 4 (17.39%) OLAP
8 4 (17.39%) Visual Studio
8 4 (17.39%) Data Migration
8 4 (17.39%) SQL Server Analysis Services
8 4 (17.39%) Degree
8 4 (17.39%) Microsoft Analysis Services
8 4 (17.39%) Agile Software Development
8 4 (17.39%) Migration
8 4 (17.39%) SQL Server 2012

ETL
Co-occurring 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 4 (17.39%) Apache Pig
1 4 (17.39%) Apache Spark
Business Applications
1 2 (8.70%) Oracle Receivables
Cloud Services
1 4 (17.39%) Microsoft Azure
Communications & Networking
1 1 (4.35%) Ethernet
1 1 (4.35%) Wireless
Database & Business Intelligence
1 11 (47.83%) SQL Server
1 11 (47.83%) SQL Server Integration Services
1 11 (47.83%) SQL Server Reporting Services
2 10 (43.48%) Big Data
3 8 (34.78%) Data Warehouse
4 5 (21.74%) Data Mining
4 5 (21.74%) Hadoop
5 4 (17.39%) Apache Hive
5 4 (17.39%) Data Lake
5 4 (17.39%) Microsoft Analysis Services
5 4 (17.39%) OLAP
5 4 (17.39%) SQL Server 2012
5 4 (17.39%) SQL Server Analysis Services
6 3 (13.04%) Oracle Reports
7 2 (8.70%) BusinessObjects
7 2 (8.70%) Oracle Database
7 2 (8.70%) WhereScape RED
8 1 (4.35%) HPCC
8 1 (4.35%) NoSQL
8 1 (4.35%) Relational Database
Development Applications
1 6 (26.09%) Team Foundation Server
2 4 (17.39%) Visual Studio
3 3 (13.04%) Oracle Forms
General
1 10 (43.48%) Finance
2 3 (13.04%) Games
3 2 (8.70%) Law
4 1 (4.35%) Legal
Job Titles
1 8 (34.78%) Data Engineer
2 7 (30.43%) Developer
3 4 (17.39%) Analyst
3 4 (17.39%) Data Analyst
3 4 (17.39%) Data Integration Analyst
3 4 (17.39%) Data Migration Engineer
3 4 (17.39%) Integration Analyst
3 4 (17.39%) Migration Engineer
3 4 (17.39%) Senior Data Engineer
3 4 (17.39%) SQL Developer
4 3 (13.04%) Big Data Engineer
4 3 (13.04%) Business Intelligence Developer
4 3 (13.04%) Cloud Engineer
4 3 (13.04%) Oracle Developer
4 3 (13.04%) Senior Cloud Engineer
5 2 (8.70%) PL/SQL Developer
6 1 (4.35%) Architect
6 1 (4.35%) Data Manager
6 1 (4.35%) Software Engineer
6 1 (4.35%) Team Leader
Libraries, Frameworks & Software Standards
1 1 (4.35%) JSON
1 1 (4.35%) Web Services
1 1 (4.35%) XML
Miscellaneous
1 6 (26.09%) Analytical Skills
2 2 (8.70%) iSeries
3 1 (4.35%) Data Structures
Processes & Methodologies
1 11 (47.83%) Business Intelligence
2 8 (34.78%) Analytics
2 8 (34.78%) Data Analysis
3 7 (30.43%) Dimensional Modelling
4 6 (26.09%) Data Modelling
5 5 (21.74%) Data Analytics
5 5 (21.74%) Data Integration
5 5 (21.74%) Data Transformation
6 4 (17.39%) Agile Software Development
6 4 (17.39%) Coaching
6 4 (17.39%) Data Ingestion
6 4 (17.39%) Data Migration
6 4 (17.39%) Database Optimisation
6 4 (17.39%) ETL Development
6 4 (17.39%) MapReduce
6 4 (17.39%) Migration
6 4 (17.39%) Visualisation
7 3 (13.04%) Project Management
7 3 (13.04%) Scrum
7 3 (13.04%) Technical Architecture
Programming Languages
1 18 (78.26%) SQL
2 3 (13.04%) PL/SQL
2 3 (13.04%) R
2 3 (13.04%) T-SQL
3 1 (4.35%) PHP
3 1 (4.35%) Python
3 1 (4.35%) RPG
Qualifications
1 4 (17.39%) Degree
Quality Assurance & Compliance
1 3 (13.04%) QA
2 2 (8.70%) SLA
3 1 (4.35%) Data Quality
Systems Management
1 1 (4.35%) Systems Management Server (SMS)
Vendors
1 7 (30.43%) Microsoft
2 4 (17.39%) Oracle
3 2 (8.70%) IBM
3 2 (8.70%) Informatica
3 2 (8.70%) Teradata