Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
London > South London
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 72 97 88
Rank change year-on-year +25 -9 +21
Permanent jobs citing ETL 58 32 50
As % of all permanent IT jobs advertised in South London 3.34% 2.18% 2.62%
As % of the Processes & Methodologies category 3.85% 2.42% 2.89%
Number of salaries quoted 53 31 22
South London median annual salary £47,500 £47,500 £48,500
Median salary % change year-on-year - -2.06% -14.91%
10th Percentile £42,500 £36,250 £41,250
90th Percentile £60,000 £96,250 £62,500
London median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -

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 1,505 1,325 1,729
As % of all permanent IT jobs advertised in South London 86.59% 90.07% 90.48%
Number of salaries quoted 1,267 1,046 1,433
South London median annual salary £48,500 £47,500 £47,500
Median salary % change year-on-year +2.11% - +5.56%
10th Percentile £26,250 £30,000 £25,379
90th Percentile £75,000 £75,625 £70,000
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 18 September 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 18 September 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
Sutton +12 13 £45,000 +12.50% 1
Bromley +1 11 £60,000 +9.09% 3
Croydon 0 11 £51,000 +36.00% 2
Merton +3 7 £47,500 -48.65%
Kingston Upon Thames +4 3 £36,500 -5.56%
ETL
London

For the 6 months to 18 September 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 (87.93%) SQL Server Integration Services
2 50 (86.21%) Business Intelligence
3 47 (81.03%) SQL Server
4 46 (79.31%) Finance
5 45 (77.59%) Microsoft
6 43 (74.14%) Data Warehouse
7 39 (67.24%) SQL
8 37 (63.79%) Power BI
9 34 (58.62%) SQL Server Analysis Services
9 34 (58.62%) Data Modelling
10 28 (48.28%) Oracle
11 25 (43.10%) Agile Software Development
11 25 (43.10%) SQL Server Reporting Services
12 20 (34.48%) T-SQL
13 19 (32.76%) Kimball Methodology
14 17 (29.31%) Dimensional Modelling
14 17 (29.31%) Scrum
15 15 (25.86%) Microsoft Excel
15 15 (25.86%) Data Analysis
15 15 (25.86%) Analytics
16 14 (24.14%) Data Analysis Expressions (DAX)
16 14 (24.14%) Data Integration
16 14 (24.14%) Visualisation
17 13 (22.41%) QA
17 13 (22.41%) Relational Database
17 13 (22.41%) SQL Server Management Studio (SSMS)
18 12 (20.69%) PowerPivot
18 12 (20.69%) Oracle Reports
19 11 (18.97%) Data Mining
19 11 (18.97%) Data Visualisation

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 4 (6.90%) SAS
2 2 (3.45%) Confluence
3 1 (1.72%) SharePoint
Applications
1 15 (25.86%) Microsoft Excel
2 2 (3.45%) Microsoft Office
2 2 (3.45%) MS Visio
Business Applications
1 4 (6.90%) Dynamics AX
1 4 (6.90%) Dynamics CRM
1 4 (6.90%) Dynamics NAV
2 1 (1.72%) Maximo
Cloud Services
1 11 (18.97%) Microsoft Azure
2 4 (6.90%) Amazon AWS
3 3 (5.17%) Azure Data Factory
4 2 (3.45%) IaaS
4 2 (3.45%) IBM Blueworks
Database & Business Intelligence
1 51 (87.93%) SQL Server Integration Services
2 47 (81.03%) SQL Server
3 43 (74.14%) Data Warehouse
4 37 (63.79%) Power BI
5 34 (58.62%) SQL Server Analysis Services
6 25 (43.10%) SQL Server Reporting Services
7 13 (22.41%) Relational Database
8 12 (20.69%) Oracle Reports
8 12 (20.69%) PowerPivot
9 11 (18.97%) Data Mining
10 10 (17.24%) OLAP
11 9 (15.52%) OLAP Cube
11 9 (15.52%) Oracle OLAP
12 5 (8.62%) Data Lake
13 4 (6.90%) Oracle Database
13 4 (6.90%) SQL Server 2016
14 3 (5.17%) Azure SQL Database
14 3 (5.17%) Big Data
14 3 (5.17%) Enterprise Data Warehouse
14 3 (5.17%) Hadoop
Development Applications
1 13 (22.41%) SQL Server Management Studio (SSMS)
2 8 (13.79%) Visual Studio
2 8 (13.79%) Visual Studio Team System
3 2 (3.45%) JIRA
General
1 46 (79.31%) Finance
2 8 (13.79%) Banking
3 4 (6.90%) Advertising
4 3 (5.17%) Retail
Job Titles
1 39 (67.24%) Developer
2 37 (63.79%) Business Intelligence Developer
3 11 (18.97%) Business Developer
4 10 (17.24%) Power BI Developer
4 10 (17.24%) SQL BI Developer
4 10 (17.24%) SQL Developer
5 8 (13.79%) Architect
5 8 (13.79%) Business Intelligence Architect
5 8 (13.79%) Data Architect
5 8 (13.79%) ETL Architect
5 8 (13.79%) Oracle Architect
5 8 (13.79%) SQL BI Architect
5 8 (13.79%) SQL Server Architect
6 7 (12.07%) Analyst
6 7 (12.07%) ETL Developer
7 6 (10.34%) Junior
7 6 (10.34%) Junior Business Intelligence Developer
7 6 (10.34%) Junior Developer
8 5 (8.62%) Business Intelligence Analyst
8 5 (8.62%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 9 (15.52%) .NET
2 7 (12.07%) MDX
3 5 (8.62%) JSON
4 3 (5.17%) XML
5 2 (3.45%) XSD
Miscellaneous
1 6 (10.34%) Analytical Skills
2 4 (6.90%) Greenfield Project
3 3 (5.17%) Credit Risk
4 2 (3.45%) Enterprise Software
4 2 (3.45%) Management Information System
5 1 (1.72%) Clustering
Processes & Methodologies
1 50 (86.21%) Business Intelligence
2 34 (58.62%) Data Modelling
3 25 (43.10%) Agile Software Development
4 19 (32.76%) Kimball Methodology
5 17 (29.31%) Dimensional Modelling
5 17 (29.31%) Scrum
6 15 (25.86%) Analytics
6 15 (25.86%) Data Analysis
7 14 (24.14%) Data Integration
7 14 (24.14%) Visualisation
8 11 (18.97%) Data Visualisation
9 8 (13.79%) Requirements Analysis
10 7 (12.07%) CRM
10 7 (12.07%) Dashboard Development
11 6 (10.34%) Decision-Making
12 5 (8.62%) Stakeholder Management
12 5 (8.62%) Translating Business Requirements
12 5 (8.62%) Waterfall
13 4 (6.90%) Data Extraction
13 4 (6.90%) Migration
Programming Languages
1 39 (67.24%) SQL
2 20 (34.48%) T-SQL
3 14 (24.14%) Data Analysis Expressions (DAX)
4 9 (15.52%) C#
5 8 (13.79%) PL/SQL
6 5 (8.62%) PowerShell
7 2 (3.45%) VB.NET
8 1 (1.72%) Java
8 1 (1.72%) Python
Qualifications
1 3 (5.17%) PMP
Quality Assurance & Compliance
1 13 (22.41%) QA
2 8 (13.79%) GDPR
3 2 (3.45%) Data Quality
3 2 (3.45%) IFRS
3 2 (3.45%) IFRS 9
Vendors
1 45 (77.59%) Microsoft
2 28 (48.28%) Oracle
3 3 (5.17%) Tableau
4 2 (3.45%) Cognos
4 2 (3.45%) Informatica
4 2 (3.45%) Talend