Period
to 23 October 2018

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 23 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 55 38 55
Rank change year-on-year -17 +17 +8
Permanent jobs citing ETL 5 20 21
As % of all permanent IT jobs advertised in Luton 1.18% 4.99% 3.32%
As % of the Processes & Methodologies category 1.33% 5.57% 3.48%
Number of salaries quoted 4 10 18
Luton median annual salary £47,500 £49,000 £49,000
Median salary % change year-on-year -3.06% - -27.41%
10th Percentile £39,525 £45,500 £40,125
90th Percentile £50,000 £53,125 £67,500
Bedfordshire median annual salary £43,250 £49,000 £49,000
% change year-on-year -11.73% - -10.91%

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 375 359 603
As % of all permanent IT jobs advertised in Luton 88.24% 89.53% 95.41%
Number of salaries quoted 314 228 502
Luton median annual salary £57,500 £50,000 £53,500
Median salary % change year-on-year +15.00% -6.54% +18.89%
10th Percentile £31,250 £28,750 £32,500
90th Percentile £86,250 £72,500 £86,250
Bedfordshire median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +11.11%

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

For the 6 months to 23 October 2018, 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 4 (80.00%) SQL Server
2 3 (60.00%) C#
2 3 (60.00%) Java
2 3 (60.00%) JavaScript
2 3 (60.00%) Python
2 3 (60.00%) ASP.NET
2 3 (60.00%) Business Intelligence
2 3 (60.00%) MVC
2 3 (60.00%) Agile Software Development
2 3 (60.00%) SQL Server Reporting Services
2 3 (60.00%) Microsoft
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) Web Development
2 3 (60.00%) Vagrant
2 3 (60.00%) ASP.NET Web API
2 3 (60.00%) Docker
2 3 (60.00%) .NET
3 2 (40.00%) Data Science
3 2 (40.00%) Impala
3 2 (40.00%) Apache Spark
3 2 (40.00%) Analytics
3 2 (40.00%) Apache Hive
3 2 (40.00%) Big Data
3 2 (40.00%) Git (software)
3 2 (40.00%) Team Foundation Server
3 2 (40.00%) Scrum
4 1 (20.00%) Squid
4 1 (20.00%) Active Directory
4 1 (20.00%) OLTP
4 1 (20.00%) RDBMS

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 (40.00%) Apache Spark
2 1 (20.00%) IIS
Communications & Networking
1 1 (20.00%) DHCP
1 1 (20.00%) DNS
1 1 (20.00%) Reverse Proxy
Database & Business Intelligence
1 4 (80.00%) SQL Server
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) SQL Server Reporting Services
3 2 (40.00%) Apache Hive
3 2 (40.00%) Big Data
3 2 (40.00%) Impala
4 1 (20.00%) Apache Kudu
4 1 (20.00%) Data Warehouse
4 1 (20.00%) Hadoop
4 1 (20.00%) OLTP
4 1 (20.00%) RDBMS
4 1 (20.00%) Relational Database
4 1 (20.00%) Sqoop
Development Applications
1 3 (60.00%) Vagrant
2 2 (40.00%) Git (software)
2 2 (40.00%) Team Foundation Server
Job Titles
1 3 (60.00%) Developer
1 3 (60.00%) Web Developer
2 2 (40.00%) .NET Developer
2 2 (40.00%) .NET Web Developer
2 2 (40.00%) ASP.NET Developer
2 2 (40.00%) C# .NET Developer
2 2 (40.00%) C# ASP.NET Developer
2 2 (40.00%) C# Developer
2 2 (40.00%) C# Web Developer
2 2 (40.00%) Data Engineer
2 2 (40.00%) JavaScript Developer
3 1 (20.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) .NET
1 3 (60.00%) ASP.NET
1 3 (60.00%) ASP.NET Web API
2 1 (20.00%) ASP.NET MVC
2 1 (20.00%) HTML
2 1 (20.00%) Kafka
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Windows
1 1 (20.00%) Windows Server
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Business Intelligence
1 3 (60.00%) MVC
1 3 (60.00%) Web Development
2 2 (40.00%) Analytics
2 2 (40.00%) Data Science
2 2 (40.00%) Scrum
3 1 (20.00%) Concurrent Programming
3 1 (20.00%) Data Engineering
3 1 (20.00%) MapReduce
3 1 (20.00%) Multithreading
Programming Languages
1 3 (60.00%) C#
1 3 (60.00%) Java
1 3 (60.00%) JavaScript
1 3 (60.00%) Python
2 1 (20.00%) SQL
2 1 (20.00%) VB.NET
System Software
1 3 (60.00%) Docker
2 1 (20.00%) Active Directory
2 1 (20.00%) Apache Flume
2 1 (20.00%) Squid
Systems Management
1 1 (20.00%) HAProxy
1 1 (20.00%) Oozie
Vendors
1 3 (60.00%) Microsoft
2 1 (20.00%) Trustwave