Period
to 28 January 2020

The following table provides summary statistics for contract job vacancies advertised in South London with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 28 January 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
London > South London
6 months to
28 Jan 2020
Same period 2019 Same period 2018
Rank 49 90 100
Rank change year-on-year +41 +10 -21
Contract jobs citing ETL 44 44 26
As % of all contract IT jobs advertised in South London 4.44% 2.67% 1.50%
As % of the Processes & Methodologies category 4.87% 2.84% 1.66%
Number of daily rates quoted 40 40 20
South London median daily rate £456 £525 £503
Median daily rate % change year-on-year -13.10% +4.48% +3.08%
10th Percentile £323 £438 £312
90th Percentile £500 £566 £575
London median daily rate £500 £500 £491
% change year-on-year - +1.78% +6.79%
Number of hourly rates quoted 0 0 0
South London median hourly rate - - -
London median hourly rate £35.00 - £65.00

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in South London with a requirement for process or methodology skills.

All Process and Methodology Skills
South London
Contract vacancies with a requirement for process or methodology skills 904 1,547 1,566
As % of all contract IT jobs advertised in South London 91.22% 94.04% 90.21%
Number of daily rates quoted 709 1,191 1,109
South London median daily rate £475 £513 £500
Median daily rate % change year-on-year -7.41% +2.60% +17.65%
10th Percentile £300 £363 £313
90th Percentile £625 £600 £664
London median daily rate £513 £513 £500
% change year-on-year - +2.50% +5.26%
Number of hourly rates quoted 16 32 40
South London median hourly rate £47.83 £43.75 £47.83
Median hourly rate % change year-on-year +9.33% -8.53% +13.88%
10th Percentile £26.50 £35.00 £14.48
90th Percentile £50.00 £47.50 £47.92
London median hourly rate £25.00 £24.98 £22.50
% change year-on-year +0.10% +11.00% -6.25%

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
Contractor Daily Rate Trend in South London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in South London.

Contractor daily rate trend for ETL in South London

ETL
Contractor Daily Rate Histogram in South London

The daily rate distribution of IT jobs citing ETL in South London over the 6 months to 28 January 2020.

Contractor daily rate histogram for ETL in South London

ETL
Contractor Hourly Rate Trend in South London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in South London.

Contractor hourly rate trend for ETL in South London

ETL
Contract Job Locations in South London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South London region over the 6 months to 28 January 2020. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Croydon +24 22 £463 -11.90% 6
Merton +11 10 £463 +8.82%
Wandsworth - 7 £345 -
Bromley +10 3 £500 +11.11% 3
Kingston Upon Thames -1 1 £375 -28.57%
ETL
London

For the 6 months to 28 January 2020, IT contractor 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 contract job ads across the South London region with a requirement for ETL.

1 38 (86.36%) SQL
2 24 (54.55%) SQL Server
3 21 (47.73%) Data Warehouse
3 21 (47.73%) Agile Software Development
4 18 (40.91%) Data Modelling
5 14 (31.82%) SQL Server Integration Services
6 12 (27.27%) Business Intelligence
6 12 (27.27%) Microsoft
7 10 (22.73%) DataStage
7 10 (22.73%) TDD
7 10 (22.73%) IBM
7 10 (22.73%) Java
7 10 (22.73%) JIRA
8 9 (20.45%) Azure
8 9 (20.45%) Kimball Methodology
8 9 (20.45%) IBM InfoSphere
8 9 (20.45%) DB2
8 9 (20.45%) Scrum
8 9 (20.45%) Tivoli
8 9 (20.45%) Tivoli Workload Scheduler
8 9 (20.45%) Enterprise Data Warehouse
8 9 (20.45%) Power BI
8 9 (20.45%) Power Platform
9 8 (18.18%) Physical Data Model
9 8 (18.18%) Migration
9 8 (18.18%) CRM
9 8 (18.18%) AIX
9 8 (18.18%) DevOps
9 8 (18.18%) Analytical Skills
9 8 (18.18%) AWS

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 3 (6.82%) Apache Spark
2 2 (4.55%) Confluence
3 1 (2.27%) Apache
3 1 (2.27%) Apache Airflow
3 1 (2.27%) Elasticsearch
3 1 (2.27%) IIS
3 1 (2.27%) SAS
Business Applications
1 1 (2.27%) Infor M3
Cloud Services
1 9 (20.45%) Azure
1 9 (20.45%) Power Platform
2 8 (18.18%) AWS
3 5 (11.36%) Azure Data Factory
4 2 (4.55%) Amazon EC2
4 2 (4.55%) Amazon EMR
4 2 (4.55%) Amazon Glacier
4 2 (4.55%) Amazon Kinesis
4 2 (4.55%) Amazon S3
4 2 (4.55%) AWS Lambda
4 2 (4.55%) Serverless
Database & Business Intelligence
1 24 (54.55%) SQL Server
2 21 (47.73%) Data Warehouse
3 14 (31.82%) SQL Server Integration Services
4 10 (22.73%) DataStage
5 9 (20.45%) DB2
5 9 (20.45%) Enterprise Data Warehouse
5 9 (20.45%) IBM InfoSphere
5 9 (20.45%) Power BI
6 6 (13.64%) Azure SQL Data Warehouse
6 6 (13.64%) Azure SQL Database
6 6 (13.64%) Relational Database
7 5 (11.36%) Big Data
7 5 (11.36%) Microsoft Analysis Services
7 5 (11.36%) SQL Server Analysis Services
8 3 (6.82%) Amazon Redshift
8 3 (6.82%) MySQL
8 3 (6.82%) QlikView
8 3 (6.82%) SQL Server 2012
9 2 (4.55%) Amazon DynamoDB
9 2 (4.55%) Looker
Development Applications
1 10 (22.73%) JIRA
2 4 (9.09%) Git (software)
3 1 (2.27%) Toad
General
1 7 (15.91%) Finance
2 3 (6.82%) Public Sector
3 1 (2.27%) Environmental Health
3 1 (2.27%) Publishing
Job Titles
1 25 (56.82%) Developer
2 9 (20.45%) DataStage Developer
2 9 (20.45%) SQL Developer
3 7 (15.91%) ETL Developer
3 7 (15.91%) SSIS Developer
4 6 (13.64%) Data Engineer
5 5 (11.36%) Analyst
6 4 (9.09%) AWS Engineer
6 4 (9.09%) Business Intelligence Analyst
7 3 (6.82%) Data Migration Developer
7 3 (6.82%) Database Developer
7 3 (6.82%) SQL Database Developer
7 3 (6.82%) SQL Server Developer
8 2 (4.55%) Big Data Engineer
8 2 (4.55%) Business Data Analyst
8 2 (4.55%) Business Intelligence Data Analyst
8 2 (4.55%) Data Analyst
8 2 (4.55%) DB2 Developer
8 2 (4.55%) Onboarding Engineer
8 2 (4.55%) Senior Analyst
Libraries, Frameworks & Software Standards
1 6 (13.64%) XML
2 2 (4.55%) Apache NiFi
2 2 (4.55%) Kafka
3 1 (2.27%) .NET
3 1 (2.27%) AngularJS
3 1 (2.27%) HTML
3 1 (2.27%) JSON
3 1 (2.27%) LAMP
3 1 (2.27%) LAPP Stack
3 1 (2.27%) Node.js
3 1 (2.27%) Pandas
3 1 (2.27%) PySpark
3 1 (2.27%) React
3 1 (2.27%) REST
3 1 (2.27%) Web Services
3 1 (2.27%) XSLT
Miscellaneous
1 8 (18.18%) Analytical Skills
2 3 (6.82%) Data Structures
3 1 (2.27%) Algorithms
3 1 (2.27%) Semantic Web
Operating Systems
1 8 (18.18%) AIX
2 3 (6.82%) Linux
2 3 (6.82%) Unix
Processes & Methodologies
1 21 (47.73%) Agile Software Development
2 18 (40.91%) Data Modelling
3 12 (27.27%) Business Intelligence
4 10 (22.73%) TDD
5 9 (20.45%) Kimball Methodology
5 9 (20.45%) Scrum
6 8 (18.18%) CRM
6 8 (18.18%) DevOps
6 8 (18.18%) Migration
6 8 (18.18%) Physical Data Model
7 7 (15.91%) Data Migration
8 6 (13.64%) Dimensional Modelling
9 5 (11.36%) Data Science
10 4 (9.09%) Analytics
10 4 (9.09%) API Development
10 4 (9.09%) Data Analysis
10 4 (9.09%) Data Engineering
10 4 (9.09%) SDLC
10 4 (9.09%) User Acceptance Testing
11 3 (6.82%) Regression Testing
Programming Languages
1 38 (86.36%) SQL
2 10 (22.73%) Java
3 5 (11.36%) Data Analysis Expressions (DAX)
3 5 (11.36%) Python
3 5 (11.36%) T-SQL
3 5 (11.36%) VBScript
4 3 (6.82%) PowerShell
5 2 (4.55%) Scala
6 1 (2.27%) C#
6 1 (2.27%) JavaScript
6 1 (2.27%) Shell Script
6 1 (2.27%) TypeScript
6 1 (2.27%) VB
Qualifications
1 4 (9.09%) SC Cleared
1 4 (9.09%) Security Cleared
Quality Assurance & Compliance
1 3 (6.82%) Data Quality
1 3 (6.82%) QA
System Software
1 9 (20.45%) Tivoli Workload Scheduler
2 2 (4.55%) Docker
Systems Management
1 9 (20.45%) Tivoli
2 5 (11.36%) Kubernetes
3 1 (2.27%) Hadoop YARN
3 1 (2.27%) Oozie
Vendors
1 12 (27.27%) Microsoft
2 10 (22.73%) IBM
3 5 (11.36%) Tableau
4 3 (6.82%) Informatica
4 3 (6.82%) Oracle
4 3 (6.82%) Talend
5 1 (2.27%) Databricks
5 1 (2.27%) Northgate
5 1 (2.27%) Sybase