Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 50 45 63
Rank change year-on-year -5 +18 -18
Permanent jobs citing ETL 7 15 8
As % of all permanent IT jobs advertised in Luton 1.79% 3.39% 1.33%
As % of the Processes & Methodologies category 1.98% 3.54% 1.45%
Number of salaries quoted 5 7 8
Luton median annual salary £50,000 £48,500 £47,250
Median salary % change year-on-year +3.09% +2.65% -24.40%
10th Percentile £45,500 £40,250 £43,875
90th Percentile £54,500 £51,150 £62,900
Bedfordshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% -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 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 353 424 553
As % of all permanent IT jobs advertised in Luton 90.51% 95.71% 91.86%
Number of salaries quoted 301 284 411
Luton median annual salary £57,500 £50,000 £55,000
Median salary % change year-on-year +15.00% -9.09% +22.22%
10th Percentile £33,250 £31,000 £36,250
90th Percentile £80,000 £70,000 £78,750
Bedfordshire median annual salary £52,500 £46,250 £50,000
% change year-on-year +13.51% -7.50% +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 24 May 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 6 (85.71%) SQL Server
2 5 (71.43%) Business Intelligence
3 4 (57.14%) .NET
3 4 (57.14%) ASP.NET
3 4 (57.14%) C#
3 4 (57.14%) Java
3 4 (57.14%) JavaScript
3 4 (57.14%) MVC
3 4 (57.14%) Microsoft
3 4 (57.14%) SQL Server Reporting Services
3 4 (57.14%) SQL Server Integration Services
3 4 (57.14%) Web Development
3 4 (57.14%) Vagrant
3 4 (57.14%) ASP.NET Web API
3 4 (57.14%) Docker
4 3 (42.86%) Git (software)
4 3 (42.86%) Team Foundation Server
4 3 (42.86%) Big Data
4 3 (42.86%) Kafka
4 3 (42.86%) Analytics
4 3 (42.86%) Agile Software Development
4 3 (42.86%) Python
5 2 (28.57%) Data Warehouse
5 2 (28.57%) Linux
5 2 (28.57%) OLTP
5 2 (28.57%) RDBMS
5 2 (28.57%) Scrum
5 2 (28.57%) Apache Flume
5 2 (28.57%) Apache Hive
5 2 (28.57%) Multithreading

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 (28.57%) Apache Spark
2 1 (14.29%) IIS
Communications & Networking
1 1 (14.29%) DHCP
1 1 (14.29%) DNS
1 1 (14.29%) Reverse Proxy
Database & Business Intelligence
1 6 (85.71%) SQL Server
2 4 (57.14%) SQL Server Integration Services
2 4 (57.14%) SQL Server Reporting Services
3 3 (42.86%) Big Data
4 2 (28.57%) Apache Hive
4 2 (28.57%) Apache Kudu
4 2 (28.57%) Data Warehouse
4 2 (28.57%) Impala
4 2 (28.57%) OLTP
4 2 (28.57%) RDBMS
4 2 (28.57%) Relational Database
5 1 (14.29%) Apache Cassandra
5 1 (14.29%) Hadoop
5 1 (14.29%) MongoDB
5 1 (14.29%) QlikView
Development Applications
1 4 (57.14%) Vagrant
2 3 (42.86%) Git (software)
2 3 (42.86%) Team Foundation Server
General
1 1 (14.29%) Finance
Job Titles
1 4 (57.14%) Developer
1 4 (57.14%) Web Developer
2 3 (42.86%) .NET Developer
2 3 (42.86%) .NET Web Developer
2 3 (42.86%) ASP.NET Developer
2 3 (42.86%) C# .NET Developer
2 3 (42.86%) C# ASP.NET Developer
2 3 (42.86%) C# Developer
2 3 (42.86%) C# Web Developer
2 3 (42.86%) JavaScript Developer
3 2 (28.57%) Data Engineer
3 2 (28.57%) Senior Data Engineer
4 1 (14.29%) Architect
4 1 (14.29%) Business Architect
4 1 (14.29%) Business Intelligence Architect
4 1 (14.29%) Cloud Engineer
4 1 (14.29%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 4 (57.14%) .NET
1 4 (57.14%) ASP.NET
1 4 (57.14%) ASP.NET Web API
2 3 (42.86%) Kafka
3 1 (14.29%) ASP.NET MVC
3 1 (14.29%) HTML
Operating Systems
1 2 (28.57%) Linux
2 1 (14.29%) Windows
2 1 (14.29%) Windows Server
Processes & Methodologies
1 5 (71.43%) Business Intelligence
2 4 (57.14%) MVC
2 4 (57.14%) Web Development
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Analytics
4 2 (28.57%) Concurrent Programming
4 2 (28.57%) Data Engineering
4 2 (28.57%) Data Science
4 2 (28.57%) Multithreading
4 2 (28.57%) Scrum
5 1 (14.29%) Customer Requirements
5 1 (14.29%) Product Management
Programming Languages
1 4 (57.14%) C#
1 4 (57.14%) Java
1 4 (57.14%) JavaScript
2 3 (42.86%) Python
3 1 (14.29%) VB.NET
System Software
1 4 (57.14%) Docker
2 2 (28.57%) Apache Flume
3 1 (14.29%) Active Directory
3 1 (14.29%) HDFS
3 1 (14.29%) Squid
Systems Management
1 2 (28.57%) Oozie
2 1 (14.29%) HAProxy
Vendors
1 4 (57.14%) Microsoft
2 1 (14.29%) Cloudera
2 1 (14.29%) Hortonworks
2 1 (14.29%) Trustwave