Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hillingdon > Uxbridge
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 29 20 18
Rank change year-on-year -9 -2 +8
Permanent jobs citing ETL 8 17 22
As % of all permanent IT jobs advertised in Uxbridge 3.70% 9.34% 9.32%
As % of the Processes & Methodologies category 3.86% 9.88% 10.23%
Number of salaries quoted 8 12 22
Uxbridge median annual salary £50,000 £55,000 £47,500
Median salary % change year-on-year -9.09% +15.79% +7.95%
10th Percentile £38,008 £55,000 £42,000
90th Percentile £63,750 £55,000 £60,000
Hillingdon median annual salary £45,500 £55,000 £48,750
% change year-on-year -17.27% +12.82% +10.80%

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 207 172 215
As % of all permanent IT jobs advertised in Uxbridge 95.83% 94.51% 91.10%
Number of salaries quoted 191 127 188
Uxbridge median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +16.96%
10th Percentile £29,000 £31,250 £28,666
90th Percentile £75,000 £71,750 £76,250
Hillingdon median annual salary £51,500 £49,500 £47,500
% change year-on-year +4.04% +4.21% +5.56%

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 20 April 2018.

Salary histogram for ETL in Uxbridge

For the 6 months to 20 April 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 7 (87.50%) SQL
1 7 (87.50%) SQL Server
2 6 (75.00%) Data Warehouse
3 5 (62.50%) .NET
3 5 (62.50%) Microsoft
3 5 (62.50%) SQL Server Reporting Services
3 5 (62.50%) SQL Server Integration Services
4 4 (50.00%) Business Intelligence
4 4 (50.00%) T-SQL
4 4 (50.00%) C#
5 3 (37.50%) Microsoft Azure
5 3 (37.50%) SQL Server Analysis Services
5 3 (37.50%) Power BI
6 2 (25.00%) PowerShell
6 2 (25.00%) SDLC
6 2 (25.00%) Performance Tuning
6 2 (25.00%) Star Schema
6 2 (25.00%) Java
6 2 (25.00%) Python
6 2 (25.00%) Microsoft Excel
6 2 (25.00%) Creative Thinking
6 2 (25.00%) Strategic Thinking
7 1 (12.50%) Amazon Athena
7 1 (12.50%) Self-Motivation
7 1 (12.50%) Data Modelling
7 1 (12.50%) OOP
7 1 (12.50%) OO
7 1 (12.50%) Apache
7 1 (12.50%) JavaScript
7 1 (12.50%) PHP

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 1 (12.50%) Apache
1 1 (12.50%) Apache Spark
Applications
1 2 (25.00%) Microsoft Excel
Cloud Services
1 3 (37.50%) Microsoft Azure
2 1 (12.50%) Amazon AWS
2 1 (12.50%) Amazon Kinesis
Database & Business Intelligence
1 7 (87.50%) SQL Server
2 6 (75.00%) Data Warehouse
3 5 (62.50%) SQL Server Integration Services
3 5 (62.50%) SQL Server Reporting Services
4 3 (37.50%) Power BI
4 3 (37.50%) SQL Server Analysis Services
5 2 (25.00%) Star Schema
6 1 (12.50%) Amazon Athena
6 1 (12.50%) BusinessObjects
6 1 (12.50%) Data Lake
6 1 (12.50%) Hadoop
6 1 (12.50%) NoSQL
6 1 (12.50%) Snowflake Schema
6 1 (12.50%) SQL Server 2012
Development Applications
1 1 (12.50%) Atlassian Bamboo
1 1 (12.50%) Jenkins
General
1 1 (12.50%) Finance
1 1 (12.50%) Local Government
1 1 (12.50%) Publishing
Job Titles
1 5 (62.50%) Developer
2 3 (37.50%) SQL Developer
3 2 (25.00%) Database Developer
3 2 (25.00%) SQL Database Developer
4 1 (12.50%) .NET Development Team Leader
4 1 (12.50%) .NET Team Leader
4 1 (12.50%) Agile Developer
4 1 (12.50%) Analyst
4 1 (12.50%) Applications Developer
4 1 (12.50%) Development Team Leader
4 1 (12.50%) Report Analyst
4 1 (12.50%) Report Developer
4 1 (12.50%) Software Developer
4 1 (12.50%) Team Leader
Libraries, Frameworks & Software Standards
1 5 (62.50%) .NET
2 1 (12.50%) HTML
2 1 (12.50%) HTML5
2 1 (12.50%) jQuery
2 1 (12.50%) Kafka
2 1 (12.50%) Middleware
2 1 (12.50%) Ruby on Rails
Miscellaneous
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Greenfield Project
1 1 (12.50%) Self-Motivation
Processes & Methodologies
1 4 (50.00%) Business Intelligence
2 2 (25.00%) Creative Thinking
2 2 (25.00%) Performance Tuning
2 2 (25.00%) SDLC
2 2 (25.00%) Strategic Thinking
3 1 (12.50%) Agile Software Development
3 1 (12.50%) Data Architecture
3 1 (12.50%) Data Migration
3 1 (12.50%) Data Modelling
3 1 (12.50%) DevOps
3 1 (12.50%) ETL Development
3 1 (12.50%) Integration Testing
3 1 (12.50%) Microservices
3 1 (12.50%) Migration
3 1 (12.50%) OO
3 1 (12.50%) OOP
3 1 (12.50%) Software Engineering
3 1 (12.50%) SOLID
3 1 (12.50%) TDD
3 1 (12.50%) Web Development
Programming Languages
1 7 (87.50%) SQL
2 4 (50.00%) C#
2 4 (50.00%) T-SQL
3 2 (25.00%) Java
3 2 (25.00%) PowerShell
3 2 (25.00%) Python
4 1 (12.50%) C++
4 1 (12.50%) JavaScript
4 1 (12.50%) PHP
4 1 (12.50%) PL/SQL
4 1 (12.50%) Ruby
4 1 (12.50%) VB.NET
Vendors
1 5 (62.50%) Microsoft