Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
London > South London
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 77 92 83
Rank change year-on-year +15 -9 +24
Permanent jobs citing ETL 55 40 47
As % of all permanent IT jobs advertised in South London 3.04% 2.55% 2.53%
As % of the Processes & Methodologies category 3.39% 2.86% 2.84%
Number of salaries quoted 60 39 32
South London median annual salary £55,000 £47,500 £57,500
Median salary % change year-on-year +15.79% -17.39% +0.44%
10th Percentile £42,500 £36,250 £41,250
90th Percentile £60,000 £84,000 £72,500
London median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% +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 1,623 1,399 1,653
As % of all permanent IT jobs advertised in South London 89.82% 89.11% 89.11%
Number of salaries quoted 1,342 1,169 1,377
South London median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £26,500 £27,500 £26,750
90th Percentile £77,500 £73,750 £71,250
London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 14 November 2018.

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 14 November 2018. 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
Bromley -1 15 £60,000 +9.09% 1
Sutton +13 13 £45,000 +12.50% 2
Croydon -4 13 £60,000 +60.00% 1
Kingston Upon Thames +9 3 £36,500 -23.16% 1
Merton -1 2 £63,000 -11.58%
ETL
London

For the 6 months to 14 November 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 South London region with a requirement for ETL.

1 51 (92.73%) SQL Server Integration Services
2 49 (89.09%) Business Intelligence
2 49 (89.09%) Microsoft
3 47 (85.45%) SQL Server
4 45 (81.82%) Finance
5 40 (72.73%) SQL
5 40 (72.73%) Data Warehouse
6 38 (69.09%) Power BI
7 34 (61.82%) SQL Server Analysis Services
8 33 (60.00%) Data Modelling
9 26 (47.27%) Kimball Methodology
10 24 (43.64%) Dimensional Modelling
10 24 (43.64%) SQL Server Reporting Services
11 23 (41.82%) Agile Software Development
11 23 (41.82%) Oracle
12 22 (40.00%) T-SQL
13 19 (34.55%) Scrum
13 19 (34.55%) Visualisation
14 16 (29.09%) Microsoft Azure
15 15 (27.27%) QA
15 15 (27.27%) Data Analysis Expressions (DAX)
15 15 (27.27%) Data Analysis
15 15 (27.27%) Oracle Reports
15 15 (27.27%) Microsoft Excel
16 14 (25.45%) Data Visualisation
16 14 (25.45%) PowerPivot
17 12 (21.82%) Relational Database
18 11 (20.00%) Requirements Analysis
18 11 (20.00%) JSON
18 11 (20.00%) Visual Studio Team System

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 (1.82%) SharePoint
Applications
1 15 (27.27%) Microsoft Excel
Business Applications
1 4 (7.27%) Dynamics AX
1 4 (7.27%) Dynamics CRM
1 4 (7.27%) Dynamics NAV
2 1 (1.82%) Maximo
Cloud Services
1 16 (29.09%) Microsoft Azure
2 9 (16.36%) Azure Data Factory
3 4 (7.27%) Amazon AWS
4 1 (1.82%) GitHub
Database & Business Intelligence
1 51 (92.73%) SQL Server Integration Services
2 47 (85.45%) SQL Server
3 40 (72.73%) Data Warehouse
4 38 (69.09%) Power BI
5 34 (61.82%) SQL Server Analysis Services
6 24 (43.64%) SQL Server Reporting Services
7 15 (27.27%) Oracle Reports
8 14 (25.45%) PowerPivot
9 12 (21.82%) Relational Database
10 11 (20.00%) Data Lake
11 10 (18.18%) Data Mining
12 9 (16.36%) Azure SQL Database
12 9 (16.36%) Microsoft Analysis Services
13 8 (14.55%) OLAP
14 7 (12.73%) OLAP Cube
14 7 (12.73%) Oracle OLAP
15 4 (7.27%) SQL Server 2016
16 3 (5.45%) Big Data
16 3 (5.45%) Enterprise Data Warehouse
16 3 (5.45%) Hadoop
Development Applications
1 11 (20.00%) Visual Studio
1 11 (20.00%) Visual Studio Team System
2 10 (18.18%) SQL Server Management Studio (SSMS)
3 1 (1.82%) Jenkins
3 1 (1.82%) JIRA
3 1 (1.82%) Octopus Deploy
3 1 (1.82%) TeamCity
General
1 45 (81.82%) Finance
2 8 (14.55%) Banking
3 3 (5.45%) Advertising
3 3 (5.45%) Retail
Job Titles
1 36 (65.45%) Developer
2 35 (63.64%) Business Intelligence Developer
3 11 (20.00%) Architect
3 11 (20.00%) Business Intelligence Architect
3 11 (20.00%) Data Architect
3 11 (20.00%) ETL Architect
3 11 (20.00%) Oracle Architect
3 11 (20.00%) SQL BI Architect
3 11 (20.00%) SQL Developer
3 11 (20.00%) SQL Server Architect
4 10 (18.18%) SQL BI Developer
5 8 (14.55%) Business Developer
6 6 (10.91%) Dashboard Developer
6 6 (10.91%) Junior
6 6 (10.91%) Junior Business Intelligence Developer
6 6 (10.91%) Junior Developer
7 5 (9.09%) Data Warehouse Architect
7 5 (9.09%) Power BI Developer
7 5 (9.09%) SQL Server Data Warehouse Architect
7 5 (9.09%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 11 (20.00%) JSON
2 8 (14.55%) .NET
3 5 (9.09%) MDX
4 1 (1.82%) ASP.NET Web API
4 1 (1.82%) Middleware
4 1 (1.82%) WCF
4 1 (1.82%) WinForms
4 1 (1.82%) XML
Miscellaneous
1 6 (10.91%) Analytical Skills
2 4 (7.27%) Greenfield Project
3 1 (1.82%) Clustering
3 1 (1.82%) Credit Risk
3 1 (1.82%) Self-Motivation
Processes & Methodologies
1 49 (89.09%) Business Intelligence
2 33 (60.00%) Data Modelling
3 26 (47.27%) Kimball Methodology
4 24 (43.64%) Dimensional Modelling
5 23 (41.82%) Agile Software Development
6 19 (34.55%) Scrum
6 19 (34.55%) Visualisation
7 15 (27.27%) Data Analysis
8 14 (25.45%) Data Visualisation
9 11 (20.00%) Requirements Analysis
10 10 (18.18%) Analytics
11 9 (16.36%) Dashboard Development
11 9 (16.36%) Database Tuning
12 8 (14.55%) Data Integration
13 7 (12.73%) CRM
14 6 (10.91%) Performance Tuning
15 5 (9.09%) Creative Thinking
16 4 (7.27%) Coaching
16 4 (7.27%) Customer Engagement
16 4 (7.27%) Decision-Making
Programming Languages
1 40 (72.73%) SQL
2 22 (40.00%) T-SQL
3 15 (27.27%) Data Analysis Expressions (DAX)
4 11 (20.00%) PowerShell
5 8 (14.55%) C#
6 7 (12.73%) PL/SQL
7 1 (1.82%) Java
7 1 (1.82%) Python
7 1 (1.82%) VB
7 1 (1.82%) VB.NET
Qualifications
1 1 (1.82%) PMP
Quality Assurance & Compliance
1 15 (27.27%) QA
2 11 (20.00%) GDPR
Vendors
1 49 (89.09%) Microsoft
2 23 (41.82%) Oracle
3 3 (5.45%) Tableau
4 2 (3.64%) Cognos
5 1 (1.82%) IBM
5 1 (1.82%) Informatica
5 1 (1.82%) Salesforce.com