Period
to 19 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Luton 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 19 February 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 39 37 50
Rank change year-on-year -2 +13 +8
Permanent jobs citing ETL 20 10 25
As % of all permanent IT jobs advertised in Luton 4.08% 3.23% 3.83%
As % of the Processes & Methodologies category 4.20% 3.58% 3.99%
Number of salaries quoted 20 9 21
Luton median annual salary £62,500 £49,000 £49,000
Median salary % change year-on-year +27.55% - -16.95%
10th Percentile £50,000 £44,500 £46,250
90th Percentile £63,750 £50,500 £67,500
Bedfordshire median annual salary £62,500 £49,000 £48,500
% change year-on-year +27.55% +1.03% -7.62%

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 Luton with a requirement for process or methodology skills.

All Process and Methodology Skills
Luton
Permanent vacancies with a requirement for process or methodology skills 476 279 626
As % of all permanent IT jobs advertised in Luton 97.14% 90.00% 95.87%
Number of salaries quoted 370 251 529
Luton median annual salary £58,000 £52,500 £52,500
Median salary % change year-on-year +10.48% - +5.00%
10th Percentile £30,650 £31,250 £32,500
90th Percentile £95,000 £77,500 £77,500
Bedfordshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

ETL
Job Vacancy Trend in Luton

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

Job vacancy trend for ETL in Luton

ETL
Salary Trend in Luton

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

Salary trend for ETL in Luton

ETL
Salary Histogram in Luton

The salary distribution of IT jobs citing ETL in Luton over the 6 months to 19 February 2019.

Salary histogram for ETL in Luton

For the 6 months to 19 February 2019, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Luton region with a requirement for ETL.

1 18 (90.00%) Microsoft
2 13 (65.00%) BusinessObjects
2 13 (65.00%) Six Sigma
2 13 (65.00%) Project Management
2 13 (65.00%) Agile Software Development
2 13 (65.00%) Banking
2 13 (65.00%) Java
2 13 (65.00%) PL/SQL
2 13 (65.00%) Oracle
2 13 (65.00%) PRINCE2
2 13 (65.00%) Finance
2 13 (65.00%) Business Process Mapping
2 13 (65.00%) IT Strategy
3 5 (25.00%) ASP.NET MVC
3 5 (25.00%) SQL Server Integration Services
3 5 (25.00%) Web Development
3 5 (25.00%) .NET Framework
3 5 (25.00%) ASP.NET Web API
3 5 (25.00%) Windows Server
3 5 (25.00%) MVC
3 5 (25.00%) SQL Server Reporting Services
3 5 (25.00%) Business Intelligence
3 5 (25.00%) Windows
3 5 (25.00%) SQL Server
3 5 (25.00%) ASP.NET
3 5 (25.00%) Web Services
3 5 (25.00%) VB.NET
3 5 (25.00%) .NET
3 5 (25.00%) JavaScript
3 5 (25.00%) C#

ETL
Co-occurring IT Skills in Luton 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 2 (10.00%) Apache Spark
Database & Business Intelligence
1 13 (65.00%) BusinessObjects
2 5 (25.00%) SQL Server
2 5 (25.00%) SQL Server Integration Services
2 5 (25.00%) SQL Server Reporting Services
3 2 (10.00%) Big Data
4 1 (5.00%) Apache Hive
4 1 (5.00%) Apache Kudu
4 1 (5.00%) Hadoop
4 1 (5.00%) HBase
4 1 (5.00%) Impala
4 1 (5.00%) Sqoop
General
1 13 (65.00%) Banking
1 13 (65.00%) Finance
Job Titles
1 10 (50.00%) Developer
2 8 (40.00%) IT Manager
2 8 (40.00%) IT Technical Manager
2 8 (40.00%) Technical Manager
3 5 (25.00%) Architect
3 5 (25.00%) Senior Architect
3 5 (25.00%) Senior Developer
3 5 (25.00%) Senior Technical Architect
3 5 (25.00%) Technical Architect
3 5 (25.00%) Technical Developer
3 5 (25.00%) Web Developer
4 1 (5.00%) Data Engineer
4 1 (5.00%) Data Scientist
4 1 (5.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (25.00%) .NET
1 5 (25.00%) .NET Framework
1 5 (25.00%) ASP.NET
1 5 (25.00%) ASP.NET MVC
1 5 (25.00%) ASP.NET Web API
1 5 (25.00%) HTML
1 5 (25.00%) Web Services
Operating Systems
1 5 (25.00%) Windows
1 5 (25.00%) Windows Server
Processes & Methodologies
1 13 (65.00%) Agile Software Development
1 13 (65.00%) Business Process Mapping
1 13 (65.00%) IT Strategy
1 13 (65.00%) PRINCE2
1 13 (65.00%) Project Management
1 13 (65.00%) Six Sigma
2 5 (25.00%) Business Intelligence
2 5 (25.00%) MVC
2 5 (25.00%) Web Development
3 2 (10.00%) Analytics
3 2 (10.00%) Data Science
4 1 (5.00%) Computer Science
4 1 (5.00%) Data Analysis
4 1 (5.00%) Data Development
4 1 (5.00%) Machine Learning
4 1 (5.00%) MapReduce
4 1 (5.00%) Mathematics
4 1 (5.00%) Performance Tuning
4 1 (5.00%) Predictive Modelling
4 1 (5.00%) Statistics
Programming Languages
1 13 (65.00%) Java
1 13 (65.00%) PL/SQL
2 5 (25.00%) C#
2 5 (25.00%) JavaScript
2 5 (25.00%) VB.NET
3 2 (10.00%) Python
3 2 (10.00%) SQL
4 1 (5.00%) C
4 1 (5.00%) MATLAB
4 1 (5.00%) R
4 1 (5.00%) Scala
Qualifications
1 1 (5.00%) PhD
System Software
1 1 (5.00%) HDFS
Vendors
1 18 (90.00%) Microsoft
2 13 (65.00%) Oracle