Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 56 46 60
Rank change year-on-year -10 +14 +1
Permanent jobs citing ETL 8 18 10
As % of all permanent IT jobs advertised in Luton 1.81% 3.78% 1.61%
As % of the Processes & Methodologies category 2.04% 4.04% 1.68%
Number of salaries quoted 6 6 10
Luton median annual salary £50,000 £45,750 £44,000
Median salary % change year-on-year +9.29% +3.98% -29.60%
10th Percentile £40,375 £40,000 £37,500
90th Percentile £53,750 £54,125 £48,750
Bedfordshire median annual salary £47,500 £52,000 £45,000
% change year-on-year -8.65% +15.56% -25.00%

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 392 445 595
As % of all permanent IT jobs advertised in Luton 88.69% 93.49% 95.81%
Number of salaries quoted 328 255 456
Luton median annual salary £57,500 £50,000 £55,000
Median salary % change year-on-year +15.00% -9.09% +22.22%
10th Percentile £31,250 £29,250 £36,250
90th Percentile £83,000 £70,000 £86,250
Bedfordshire median annual salary £51,750 £47,500 £50,000
% change year-on-year +8.95% -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

ETL
Salary Histogram in Luton

The salary distribution of IT jobs citing ETL in Luton over the 6 months to 18 August 2018.

Salary histogram for ETL in Luton

For the 6 months to 18 August 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 (75.00%) SQL Server
2 5 (62.50%) Business Intelligence
3 4 (50.00%) Microsoft
3 4 (50.00%) MVC
3 4 (50.00%) Agile Software Development
3 4 (50.00%) SQL Server Reporting Services
3 4 (50.00%) C#
3 4 (50.00%) Java
3 4 (50.00%) JavaScript
3 4 (50.00%) ASP.NET
3 4 (50.00%) .NET
3 4 (50.00%) Python
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) Web Development
3 4 (50.00%) Big Data
3 4 (50.00%) Analytics
3 4 (50.00%) Vagrant
3 4 (50.00%) ASP.NET Web API
3 4 (50.00%) Docker
4 3 (37.50%) Impala
4 3 (37.50%) Apache Spark
4 3 (37.50%) Kafka
4 3 (37.50%) Apache Hive
4 3 (37.50%) Git (software)
4 3 (37.50%) Team Foundation Server
4 3 (37.50%) Scrum
4 3 (37.50%) Data Science
5 2 (25.00%) Apache Kudu
5 2 (25.00%) Relational Database
5 2 (25.00%) OLTP

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 3 (37.50%) Apache Spark
2 1 (12.50%) IIS
Communications & Networking
1 1 (12.50%) DHCP
1 1 (12.50%) DNS
1 1 (12.50%) Reverse Proxy
Database & Business Intelligence
1 6 (75.00%) SQL Server
2 4 (50.00%) Big Data
2 4 (50.00%) SQL Server Integration Services
2 4 (50.00%) SQL Server Reporting Services
3 3 (37.50%) Apache Hive
3 3 (37.50%) Impala
4 2 (25.00%) Apache Kudu
4 2 (25.00%) Data Warehouse
4 2 (25.00%) Hadoop
4 2 (25.00%) OLTP
4 2 (25.00%) RDBMS
4 2 (25.00%) Relational Database
5 1 (12.50%) Apache Cassandra
5 1 (12.50%) MongoDB
5 1 (12.50%) QlikView
5 1 (12.50%) Sqoop
Development Applications
1 4 (50.00%) Vagrant
2 3 (37.50%) Git (software)
2 3 (37.50%) Team Foundation Server
General
1 1 (12.50%) Finance
Job Titles
1 4 (50.00%) Developer
1 4 (50.00%) Web Developer
2 3 (37.50%) .NET Developer
2 3 (37.50%) .NET Web Developer
2 3 (37.50%) ASP.NET Developer
2 3 (37.50%) C# .NET Developer
2 3 (37.50%) C# ASP.NET Developer
2 3 (37.50%) C# Developer
2 3 (37.50%) C# Web Developer
2 3 (37.50%) Data Engineer
2 3 (37.50%) JavaScript Developer
3 2 (25.00%) Senior Data Engineer
4 1 (12.50%) Architect
4 1 (12.50%) Business Architect
4 1 (12.50%) Business Intelligence Architect
4 1 (12.50%) Cloud Engineer
4 1 (12.50%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 4 (50.00%) .NET
1 4 (50.00%) ASP.NET
1 4 (50.00%) ASP.NET Web API
2 3 (37.50%) Kafka
3 1 (12.50%) ASP.NET MVC
3 1 (12.50%) HTML
Operating Systems
1 2 (25.00%) Linux
2 1 (12.50%) Windows
2 1 (12.50%) Windows Server
Processes & Methodologies
1 5 (62.50%) Business Intelligence
2 4 (50.00%) Agile Software Development
2 4 (50.00%) Analytics
2 4 (50.00%) MVC
2 4 (50.00%) Web Development
3 3 (37.50%) Data Science
3 3 (37.50%) Scrum
4 2 (25.00%) Concurrent Programming
4 2 (25.00%) Data Engineering
4 2 (25.00%) Multithreading
5 1 (12.50%) Customer Requirements
5 1 (12.50%) MapReduce
5 1 (12.50%) Product Management
Programming Languages
1 4 (50.00%) C#
1 4 (50.00%) Java
1 4 (50.00%) JavaScript
1 4 (50.00%) Python
2 1 (12.50%) SQL
2 1 (12.50%) VB.NET
System Software
1 4 (50.00%) Docker
2 2 (25.00%) Apache Flume
3 1 (12.50%) Active Directory
3 1 (12.50%) HDFS
3 1 (12.50%) Squid
Systems Management
1 2 (25.00%) Oozie
2 1 (12.50%) HAProxy
Vendors
1 4 (50.00%) Microsoft
2 1 (12.50%) Cloudera
2 1 (12.50%) Hortonworks
2 1 (12.50%) Trustwave