Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Southwark 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 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Central London > Southwark
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 89 28 34
Rank change year-on-year -61 +6 -14
Permanent jobs citing ETL 23 1 5
As % of all permanent IT jobs advertised in Southwark 1.69% 0.87% 3.23%
As % of the Processes & Methodologies category 1.90% 0.97% 3.50%
Number of salaries quoted 19 1 0
Southwark median annual salary £50,000 £57,500 -
Median salary % change year-on-year -13.04% - -
Central London median annual salary £57,500 £60,000 £57,500
% change year-on-year -4.17% +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 Southwark with a requirement for process or methodology skills.

All Process and Methodology Skills
Southwark
Permanent vacancies with a requirement for process or methodology skills 1212 103 143
As % of all permanent IT jobs advertised in Southwark 88.92% 89.57% 92.26%
Number of salaries quoted 892 94 115
Southwark median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% +5.26%
10th Percentile £32,500 £25,375 £21,825
90th Percentile £86,250 £73,875 £67,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

ETL
Job Vacancy Trend in Southwark

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

Job vacancy trend for ETL in Southwark

ETL
Salary Trend in Southwark

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

Salary trend for ETL in Southwark

ETL
Salary Histogram in Southwark

The salary distribution of IT jobs citing ETL in Southwark over the 6 months to 20 November 2017.

Salary histogram for ETL in Southwark

ETL
Job Locations in Southwark

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Southwark region over the 6 months to 20 November 2017. 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
London Bridge - 2 £52,500 -
ETL
Central London

For the 6 months to 20 November 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Southwark region with a requirement for ETL.

1 14 (60.87%) Business Intelligence
2 13 (56.52%) Data Warehouse
3 12 (52.17%) SQL
4 11 (47.83%) Finance
5 9 (39.13%) Microsoft
5 9 (39.13%) SQL Server
5 9 (39.13%) SQL Server Reporting Services
5 9 (39.13%) SQL Server Integration Services
6 8 (34.78%) SQL Server Analysis Services
6 8 (34.78%) Big Data
6 8 (34.78%) Analytics
7 7 (30.43%) Power BI
8 6 (26.09%) Data Analytics
8 6 (26.09%) Data Modelling
9 5 (21.74%) T-SQL
9 5 (21.74%) Google
9 5 (21.74%) Twitter
10 4 (17.39%) Kimball Methodology
10 4 (17.39%) Microsoft Azure
10 4 (17.39%) Hadoop
10 4 (17.39%) Machine Learning
10 4 (17.39%) Apache Spark
10 4 (17.39%) Software Engineering
10 4 (17.39%) Cognos
11 3 (13.04%) Retail
11 3 (13.04%) Advertising
11 3 (13.04%) Validation
11 3 (13.04%) Service Management
11 3 (13.04%) Marketing
11 3 (13.04%) Data Mapping

ETL
Co-occurring IT Skills in Southwark 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 (17.39%) Apache Spark
2 1 (4.35%) Apache Airflow
Cloud Services
1 4 (17.39%) Microsoft Azure
2 1 (4.35%) Amazon AWS
Database & Business Intelligence
1 13 (56.52%) Data Warehouse
2 9 (39.13%) SQL Server
2 9 (39.13%) SQL Server Integration Services
2 9 (39.13%) SQL Server Reporting Services
3 8 (34.78%) Big Data
3 8 (34.78%) SQL Server Analysis Services
4 7 (30.43%) Power BI
5 4 (17.39%) Hadoop
6 3 (13.04%) Data Lake
6 3 (13.04%) HDInsight
6 3 (13.04%) MySQL
6 3 (13.04%) Qlik Sense
6 3 (13.04%) QlikView
7 2 (8.70%) Apache Hive
7 2 (8.70%) Impala
7 2 (8.70%) SQL Server 2008
7 2 (8.70%) SQL Server 2012
8 1 (4.35%) Amazon Redshift
8 1 (4.35%) Apache Cassandra
8 1 (4.35%) Sqoop
Development Applications
1 1 (4.35%) Git (software)
General
1 11 (47.83%) Finance
2 3 (13.04%) Advertising
2 3 (13.04%) Marketing
2 3 (13.04%) Retail
3 2 (8.70%) Pharmaceutical
4 1 (4.35%) Electronics
4 1 (4.35%) Law
4 1 (4.35%) Legal
4 1 (4.35%) Manufacturing
4 1 (4.35%) Telecoms
Job Titles
1 10 (43.48%) Developer
2 5 (21.74%) Business Intelligence Developer
3 4 (17.39%) Data Engineer
4 3 (13.04%) Analyst
4 3 (13.04%) Business Intelligence Analyst
4 3 (13.04%) Business Intelligence Manager
4 3 (13.04%) SSIS Developer
4 3 (13.04%) SSRS Developer
5 2 (8.70%) Data Warehouse Developer
5 2 (8.70%) DBA
5 2 (8.70%) Development DBA
5 2 (8.70%) Senior Developer
5 2 (8.70%) SQL DBA
5 2 (8.70%) SQL Server DBA
5 2 (8.70%) SQL Server Development DBA
6 1 (4.35%) ETL Developer
6 1 (4.35%) Python Developer
6 1 (4.35%) Senior Data Warehouse Specialist
6 1 (4.35%) Senior Software Engineer
6 1 (4.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (4.35%) Kafka
1 1 (4.35%) PySpark
1 1 (4.35%) Spark Streaming
Miscellaneous
1 2 (8.70%) Analytical Skills
1 2 (8.70%) Replication
2 1 (4.35%) Algorithms
2 1 (4.35%) Computer Science
2 1 (4.35%) Embedded Systems
2 1 (4.35%) Robotics
Processes & Methodologies
1 14 (60.87%) Business Intelligence
2 8 (34.78%) Analytics
3 6 (26.09%) Data Analytics
3 6 (26.09%) Data Modelling
4 4 (17.39%) Kimball Methodology
4 4 (17.39%) Machine Learning
4 4 (17.39%) Software Engineering
5 3 (13.04%) Data Mapping
5 3 (13.04%) Data Visualisation
5 3 (13.04%) Line Management
5 3 (13.04%) Service Management
5 3 (13.04%) Validation
5 3 (13.04%) Visualisation
6 2 (8.70%) Agile Software Development
6 2 (8.70%) Disaster Recovery
6 2 (8.70%) OO
6 2 (8.70%) Performance Monitoring
7 1 (4.35%) Information Architecture
7 1 (4.35%) Inmon Methodology
7 1 (4.35%) Open Source
Programming Languages
1 12 (52.17%) SQL
2 5 (21.74%) T-SQL
3 3 (13.04%) Python
4 1 (4.35%) Bash Shell
4 1 (4.35%) Java
4 1 (4.35%) Scala
Qualifications
1 1 (4.35%) Computer Science Degree
1 1 (4.35%) Degree
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 1 (4.35%) Apache Flume
Systems Management
1 1 (4.35%) Oozie
Vendors
1 9 (39.13%) Microsoft
2 5 (21.74%) Google
2 5 (21.74%) Twitter
3 4 (17.39%) Cognos
4 3 (13.04%) Oracle
5 1 (4.35%) IBM
5 1 (4.35%) SAP