Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hillingdon > Uxbridge
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 28 42 28
Rank change year-on-year +14 -14 +1
Permanent jobs citing ETL 19 4 17
As % of all permanent IT jobs advertised in Uxbridge 7.25% 1.29% 7.00%
As % of the Processes & Methodologies category 7.60% 1.34% 7.69%
Number of salaries quoted 19 3 12
Uxbridge median annual salary £52,500 £50,000 £55,000
Median salary % change year-on-year +5.00% -9.09% -
Hillingdon median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +10.00%

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 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 250 298 221
As % of all permanent IT jobs advertised in Uxbridge 95.42% 95.82% 90.95%
Number of salaries quoted 197 247 173
Uxbridge median annual salary £50,000 £50,000 £50,000
10th Percentile £35,000 £27,800 £34,000
90th Percentile £72,800 £75,000 £64,750
Hillingdon median annual salary £50,000 £52,500 £47,500
% change year-on-year -4.76% +10.53% -3.06%

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 22 January 2019.

Salary histogram for ETL in Uxbridge

For the 6 months to 22 January 2019, 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 17 (89.47%) SQL Server
2 16 (84.21%) SQL
2 16 (84.21%) Data Warehouse
3 12 (63.16%) SDLC
4 11 (57.89%) SQL Server Integration Services
5 10 (52.63%) Microsoft Azure
6 9 (47.37%) Data Migration
6 9 (47.37%) Migration
6 9 (47.37%) Cognos
6 9 (47.37%) Finance
7 8 (42.11%) JD Edwards
7 8 (42.11%) DataStage
7 8 (42.11%) ERP
7 8 (42.11%) T-SQL
7 8 (42.11%) Cognos TM1
7 8 (42.11%) IBM InfoSphere
8 7 (36.84%) .NET
8 7 (36.84%) Microsoft
9 6 (31.58%) IBM
9 6 (31.58%) Middleware
9 6 (31.58%) VB
9 6 (31.58%) VB.NET
9 6 (31.58%) C#
9 6 (31.58%) Supply Chain Management
9 6 (31.58%) WCF
9 6 (31.58%) Data Mapping
9 6 (31.58%) Unit Testing
9 6 (31.58%) Change Management
9 6 (31.58%) WinForms
9 6 (31.58%) ASP.NET Web API

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 3 (15.79%) Apache Spark
1 3 (15.79%) SAS
Business Applications
1 8 (42.11%) Cognos TM1
2 2 (10.53%) Cognos Controller
Cloud Services
1 10 (52.63%) Microsoft Azure
2 3 (15.79%) Amazon AWS
3 1 (5.26%) Cloud Computing
Database & Business Intelligence
1 17 (89.47%) SQL Server
2 16 (84.21%) Data Warehouse
3 11 (57.89%) SQL Server Integration Services
4 8 (42.11%) DataStage
4 8 (42.11%) IBM InfoSphere
5 5 (26.32%) SQL Server Reporting Services
5 5 (26.32%) Star Schema
6 4 (21.05%) Relational Database
6 4 (21.05%) SQL Server Analysis Services
7 3 (15.79%) Big Data
7 3 (15.79%) Hadoop
7 3 (15.79%) MySQL
7 3 (15.79%) NoSQL
7 3 (15.79%) Pentaho
7 3 (15.79%) PostgreSQL
7 3 (15.79%) QlikView
7 3 (15.79%) RDBMS
8 1 (5.26%) Azure SQL Data Warehouse
8 1 (5.26%) Data Mart
General
1 9 (47.37%) Finance
2 2 (10.53%) Pharmaceutical
Job Titles
1 9 (47.37%) Developer
2 8 (42.11%) Analyst
2 8 (42.11%) Data Analyst
2 8 (42.11%) Data Warehouse Analyst
3 6 (31.58%) .NET Developer
3 6 (31.58%) C# .NET Developer
3 6 (31.58%) C# Developer
4 5 (26.32%) SQL Developer
4 5 (26.32%) SSIS Developer
5 3 (15.79%) Database Developer
5 3 (15.79%) Senior Database Developer
5 3 (15.79%) Senior Developer
6 2 (10.53%) Data Manager
6 2 (10.53%) Data Warehouse Manager
6 2 (10.53%) DataStage Analyst
6 2 (10.53%) ETL Analyst
7 1 (5.26%) Azure Developer
7 1 (5.26%) ETL Developer
7 1 (5.26%) SQL DBA
7 1 (5.26%) Systems Developer
Libraries, Frameworks & Software Standards
1 7 (36.84%) .NET
2 6 (31.58%) ASP.NET Web API
2 6 (31.58%) Middleware
2 6 (31.58%) WCF
2 6 (31.58%) WinForms
Miscellaneous
1 6 (31.58%) Data Structures
1 6 (31.58%) Self-Motivation
2 3 (15.79%) Analytical Skills
Operating Systems
1 1 (5.26%) Windows
1 1 (5.26%) Windows Server
Processes & Methodologies
1 12 (63.16%) SDLC
2 9 (47.37%) Data Migration
2 9 (47.37%) Migration
3 8 (42.11%) ERP
4 6 (31.58%) Change Control
4 6 (31.58%) Change Management
4 6 (31.58%) Creative Thinking
4 6 (31.58%) Data Mapping
4 6 (31.58%) SOLID
4 6 (31.58%) Supply Chain Management
4 6 (31.58%) Unit Testing
5 3 (15.79%) Dimensional Modelling
5 3 (15.79%) Machine Learning
5 3 (15.79%) UML
6 2 (10.53%) Planning and Forecasting
6 2 (10.53%) Validation
7 1 (5.26%) Asset Management
7 1 (5.26%) Cybersecurity
7 1 (5.26%) Data Architecture
7 1 (5.26%) Performance Tuning
Programming Languages
1 16 (84.21%) SQL
2 8 (42.11%) T-SQL
3 6 (31.58%) C#
3 6 (31.58%) VB
3 6 (31.58%) VB.NET
4 1 (5.26%) PowerShell
System Software
1 1 (5.26%) Virtual Machines
Vendors
1 9 (47.37%) Cognos
2 8 (42.11%) JD Edwards
3 7 (36.84%) Microsoft
4 6 (31.58%) IBM
5 4 (21.05%) Tableau
6 3 (15.79%) Splunk
6 3 (15.79%) Talend
7 1 (5.26%) Informatica
7 1 (5.26%) Oracle
7 1 (5.26%) Teradata