Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Uxbridge 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 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hillingdon > Uxbridge
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 42 28 27
Rank change year-on-year -14 -1 +11
Permanent jobs citing ETL 4 17 17
As % of all permanent IT jobs advertised in Uxbridge 1.28% 6.97% 6.23%
As % of the Processes & Methodologies category 1.40% 7.76% 6.75%
Number of salaries quoted 3 12 17
Uxbridge median annual salary £50,000 £55,000 £55,000
Median salary % change year-on-year -9.09% - -
10th Percentile £38,831 £55,000 £44,000
90th Percentile £61,500 £55,000 £61,750
Hillingdon median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -9.09%

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 Uxbridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Uxbridge
Permanent vacancies with a requirement for process or methodology skills 285 219 252
As % of all permanent IT jobs advertised in Uxbridge 91.35% 89.75% 92.31%
Number of salaries quoted 235 172 224
Uxbridge median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +11.76%
10th Percentile £26,750 £34,000 £29,750
90th Percentile £75,000 £64,875 £70,000
Hillingdon median annual salary £52,500 £47,500 £49,000
% change year-on-year +10.53% -3.06% -2.00%

ETL
Job Vacancy Trend in Uxbridge

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

Job vacancy trend for ETL in Uxbridge

ETL
Salary Trend in Uxbridge

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

Salary trend for ETL in Uxbridge

ETL
Salary Histogram in Uxbridge

The salary distribution of IT jobs citing ETL in Uxbridge over the 6 months to 23 January 2018.

Salary histogram for ETL in Uxbridge

For the 6 months to 23 January 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 Uxbridge region with a requirement for ETL.

1 4 (100.00%) SQL Server
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Microsoft
2 3 (75.00%) Python
2 3 (75.00%) Data Warehouse
2 3 (75.00%) Java
2 3 (75.00%) SQL
3 2 (50.00%) T-SQL
3 2 (50.00%) .NET
3 2 (50.00%) PHP
3 2 (50.00%) C#
3 2 (50.00%) Agile Software Development
3 2 (50.00%) TDD
3 2 (50.00%) Software Engineering
3 2 (50.00%) Atlassian Bamboo
3 2 (50.00%) Amazon AWS
3 2 (50.00%) Hadoop
3 2 (50.00%) NoSQL
3 2 (50.00%) Kafka
3 2 (50.00%) SQL Server 2012
3 2 (50.00%) Analytics
3 2 (50.00%) Jenkins
3 2 (50.00%) Performance Tuning
3 2 (50.00%) Microservices
3 2 (50.00%) Apache Spark
3 2 (50.00%) Amazon Kinesis
3 2 (50.00%) SOLID
3 2 (50.00%) Data Lake
3 2 (50.00%) Amazon Athena
4 1 (25.00%) Continuous Deployment

ETL
Co-occurring IT Skills in Uxbridge 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 (50.00%) Apache Spark
2 1 (25.00%) Apache
Cloud Services
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Amazon Kinesis
2 1 (25.00%) GitHub
2 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) SQL Server
2 3 (75.00%) Data Warehouse
3 2 (50.00%) Amazon Athena
3 2 (50.00%) Data Lake
3 2 (50.00%) Hadoop
3 2 (50.00%) NoSQL
3 2 (50.00%) SQL Server 2012
4 1 (25.00%) Amazon Redshift
4 1 (25.00%) BusinessObjects
4 1 (25.00%) Power BI
4 1 (25.00%) SQL Server Analysis Services
4 1 (25.00%) SQL Server Integration Services
4 1 (25.00%) SQL Server Reporting Services
4 1 (25.00%) SSDT
Development Applications
1 2 (50.00%) Atlassian Bamboo
1 2 (50.00%) Jenkins
2 1 (25.00%) Cucumber
2 1 (25.00%) JUnit
General
1 1 (25.00%) Local Government
1 1 (25.00%) Telecoms
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) Agile Developer
2 1 (25.00%) Applications Developer
2 1 (25.00%) Database Developer
2 1 (25.00%) Software Developer
2 1 (25.00%) SQL Database Developer
2 1 (25.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) .NET
1 2 (50.00%) Kafka
2 1 (25.00%) AngularJS
2 1 (25.00%) HTML
2 1 (25.00%) HTML5
2 1 (25.00%) jQuery
2 1 (25.00%) Ruby on Rails
2 1 (25.00%) Spring
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Analytics
2 2 (50.00%) Microservices
2 2 (50.00%) Performance Tuning
2 2 (50.00%) Software Engineering
2 2 (50.00%) SOLID
2 2 (50.00%) TDD
3 1 (25.00%) BDD
3 1 (25.00%) Continuous Deployment
3 1 (25.00%) Continuous Integration
3 1 (25.00%) Data Architecture
3 1 (25.00%) DevOps
3 1 (25.00%) ETL Development
3 1 (25.00%) Integration Testing
3 1 (25.00%) Kanban
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) Open Source
3 1 (25.00%) SDLC
3 1 (25.00%) The Twelve-Factor App
Programming Languages
1 3 (75.00%) Java
1 3 (75.00%) Python
1 3 (75.00%) SQL
2 2 (50.00%) C#
2 2 (50.00%) PHP
2 2 (50.00%) T-SQL
3 1 (25.00%) C++
3 1 (25.00%) JavaScript
3 1 (25.00%) PL/SQL
3 1 (25.00%) PowerShell
3 1 (25.00%) Ruby
Vendors
1 3 (75.00%) Microsoft