Period
to 20 February 2019

The following table provides summary statistics for permanent job vacancies advertised in South London 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 February 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
London > South London
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 106 73 89
Rank change year-on-year -33 +16 +24
Permanent jobs citing ETL 24 47 30
As % of all permanent IT jobs advertised in South London 1.36% 2.90% 1.77%
As % of the Processes & Methodologies category 1.49% 3.29% 1.97%
Number of salaries quoted 32 45 44
South London median annual salary £60,000 £52,500 £64,000
Median salary % change year-on-year +14.29% -17.97% +28.00%
London median annual salary £60,000 £58,500 £60,000
% change year-on-year +2.56% -2.50% +4.35%

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 South London with a requirement for process or methodology skills.

All Process and Methodology Skills
South London
Permanent vacancies with a requirement for process or methodology skills 1,614 1,430 1,522
As % of all permanent IT jobs advertised in South London 91.65% 88.33% 89.69%
Number of salaries quoted 1,318 1,209 1,166
South London median annual salary £52,500 £48,000 £47,500
Median salary % change year-on-year +9.38% +1.05% +5.56%
10th Percentile £27,750 £26,750 £28,798
90th Percentile £78,750 £72,500 £71,250
London median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

ETL
Job Vacancy Trend in South London

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

Job vacancy trend for ETL in South London

ETL
Salary Trend in South London

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

Salary trend for ETL in South London

ETL
Salary Histogram in South London

The salary distribution of IT jobs citing ETL in South London over the 6 months to 20 February 2019.

Salary histogram for ETL in South London

ETL
Job Locations in South London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the South London region over the 6 months to 20 February 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Croydon -4 11 £60,000 +26.32% 5
Bromley -1 7 £60,000 +9.09%
Kingston Upon Thames -4 3 £50,000 +5.26%
Merton -12 2 £57,750 +30.51%
ETL
London

For the 6 months to 20 February 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 South London region with a requirement for ETL.

1 21 (87.50%) Business Intelligence
2 18 (75.00%) Data Modelling
2 18 (75.00%) Finance
3 17 (70.83%) SQL Server
3 17 (70.83%) Power BI
4 16 (66.67%) SQL
4 16 (66.67%) Microsoft
4 16 (66.67%) SQL Server Integration Services
5 15 (62.50%) Dimensional Modelling
5 15 (62.50%) Kimball Methodology
6 13 (54.17%) Data Warehouse
7 11 (45.83%) Agile Software Development
7 11 (45.83%) Data Analysis Expressions (DAX)
7 11 (45.83%) JSON
7 11 (45.83%) SQL Server Analysis Services
8 10 (41.67%) Visualisation
8 10 (41.67%) Microsoft Azure
9 9 (37.50%) Microsoft Analysis Services
9 9 (37.50%) Data Analysis
9 9 (37.50%) Scrum
9 9 (37.50%) Microsoft Excel
9 9 (37.50%) Oracle
9 9 (37.50%) PowerShell
9 9 (37.50%) Database Tuning
9 9 (37.50%) QA
9 9 (37.50%) Azure SQL Database
9 9 (37.50%) PowerPivot
9 9 (37.50%) Data Lake
9 9 (37.50%) Azure Data Factory
9 9 (37.50%) Sprint Planning

ETL
Co-occurring IT Skills in South London 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 (4.17%) Apache
1 1 (4.17%) Apache Spark
Applications
1 9 (37.50%) Microsoft Excel
Business Applications
1 2 (8.33%) NetSuite
2 1 (4.17%) Oracle EBS
Cloud Services
1 10 (41.67%) Microsoft Azure
2 9 (37.50%) Azure Data Factory
3 2 (8.33%) iPaaS
3 2 (8.33%) SaaS
4 1 (4.17%) Amazon AWS
4 1 (4.17%) Amazon EC2
4 1 (4.17%) Amazon EMR
4 1 (4.17%) Amazon Glacier
4 1 (4.17%) Amazon S3
4 1 (4.17%) GitHub
Database & Business Intelligence
1 17 (70.83%) Power BI
1 17 (70.83%) SQL Server
2 16 (66.67%) SQL Server Integration Services
3 13 (54.17%) Data Warehouse
4 11 (45.83%) SQL Server Analysis Services
5 9 (37.50%) Azure SQL Database
5 9 (37.50%) Data Lake
5 9 (37.50%) Microsoft Analysis Services
5 9 (37.50%) PowerPivot
6 6 (25.00%) Oracle Reports
6 6 (25.00%) Relational Database
7 4 (16.67%) Data Mining
7 4 (16.67%) SQL Server Reporting Services
8 1 (4.17%) Amazon Redshift
8 1 (4.17%) Big Data
8 1 (4.17%) Enterprise Data Warehouse
8 1 (4.17%) Flink
8 1 (4.17%) Oracle BI EE
8 1 (4.17%) Oracle Database 12c
8 1 (4.17%) SAP Data Services
Development Applications
1 6 (25.00%) Visual Studio
1 6 (25.00%) Visual Studio Team System
2 4 (16.67%) JIRA
2 4 (16.67%) SQL Server Management Studio (SSMS)
3 1 (4.17%) Git (software)
3 1 (4.17%) Jenkins
3 1 (4.17%) Octopus Deploy
3 1 (4.17%) TeamCity
General
1 18 (75.00%) Finance
2 2 (8.33%) Pharmaceutical
2 2 (8.33%) Retail
Job Titles
1 12 (50.00%) Developer
2 10 (41.67%) Business Intelligence Developer
3 6 (25.00%) Architect
3 6 (25.00%) Business Intelligence Architect
3 6 (25.00%) Data Architect
3 6 (25.00%) ETL Architect
3 6 (25.00%) Oracle Architect
3 6 (25.00%) SQL BI Architect
3 6 (25.00%) SQL Server Architect
4 5 (20.83%) Data Warehouse Architect
4 5 (20.83%) SQL Server Data Warehouse Architect
5 4 (16.67%) Dashboard Developer
6 3 (12.50%) SQL Developer
7 2 (8.33%) Analyst
7 2 (8.33%) Integration Analyst
8 1 (4.17%) Data Migration Consultant
8 1 (4.17%) Senior Business Intelligence Developer
8 1 (4.17%) SSAS Developer
8 1 (4.17%) SSIS Developer
8 1 (4.17%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 11 (45.83%) JSON
2 2 (8.33%) REST
2 2 (8.33%) Web Services
3 1 (4.17%) .NET
3 1 (4.17%) Akka
3 1 (4.17%) ASP.NET Web API
3 1 (4.17%) MDX
3 1 (4.17%) Middleware
3 1 (4.17%) Node.js
3 1 (4.17%) Spring
3 1 (4.17%) Spring Boot
3 1 (4.17%) Vert.x
3 1 (4.17%) WCF
3 1 (4.17%) WinForms
Miscellaneous
1 2 (8.33%) Analytical Skills
1 2 (8.33%) Fintech
1 2 (8.33%) Management Information System
2 1 (4.17%) Data Structures
2 1 (4.17%) Life Science
2 1 (4.17%) Replication
2 1 (4.17%) Self-Motivation
Processes & Methodologies
1 21 (87.50%) Business Intelligence
2 18 (75.00%) Data Modelling
3 15 (62.50%) Dimensional Modelling
3 15 (62.50%) Kimball Methodology
4 11 (45.83%) Agile Software Development
5 10 (41.67%) Visualisation
6 9 (37.50%) Data Analysis
6 9 (37.50%) Database Tuning
6 9 (37.50%) Scrum
6 9 (37.50%) Sprint Planning
7 8 (33.33%) Analytics
8 6 (25.00%) Data Visualisation
8 6 (25.00%) Performance Tuning
8 6 (25.00%) Requirements Analysis
9 5 (20.83%) Creative Thinking
9 5 (20.83%) ERP
10 4 (16.67%) Customer Engagement
10 4 (16.67%) Dashboard Development
10 4 (16.67%) Data Management
11 3 (12.50%) Data Integration
Programming Languages
1 16 (66.67%) SQL
2 11 (45.83%) Data Analysis Expressions (DAX)
3 9 (37.50%) PowerShell
4 6 (25.00%) T-SQL
5 2 (8.33%) PL/SQL
6 1 (4.17%) C#
6 1 (4.17%) Go
6 1 (4.17%) Java
6 1 (4.17%) Python
6 1 (4.17%) Scala
6 1 (4.17%) VB
6 1 (4.17%) VB.NET
Qualifications
1 2 (8.33%) ACCA
1 2 (8.33%) CIMA
2 1 (4.17%) Computer Science Degree
2 1 (4.17%) Degree
Quality Assurance & Compliance
1 9 (37.50%) QA
2 6 (25.00%) GDPR
3 3 (12.50%) Data Quality
Vendors
1 16 (66.67%) Microsoft
2 9 (37.50%) Oracle
3 4 (16.67%) Tableau
4 3 (12.50%) Salesforce.com
5 2 (8.33%) HubSpot
5 2 (8.33%) Informatica
5 2 (8.33%) Jitterbit
5 2 (8.33%) MuleSoft
5 2 (8.33%) Splunk
6 1 (4.17%) IBM
6 1 (4.17%) SAP
6 1 (4.17%) Talend