Period
to 14 August 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 14 August 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
14 Aug 2020
Same period 2019 Same period 2018
Rank 55 63 102
Rank change year-on-year +8 +39 -30
Contract jobs citing ETL 9 48 37
As % of all contract jobs advertised in South London 2.33% 3.76% 1.92%
As % of the Processes & Methodologies category 2.51% 4.14% 2.14%
Number of daily rates quoted 10 33 30
Median daily rate £538 £430 £525
Median daily rate % change year-on-year +25.00% -18.10% +31.25%
10th Percentile £370 £363 £470
90th Percentile £675 £620 £619
London median daily rate £488 £500 £500
% change year-on-year -2.50% - +5.26%
Number of hourly rates quoted 0 1 1
Median hourly rate - £35.00 £38.50
Median hourly rate % change year-on-year - -9.09% -
London median hourly rate £35.00 £35.00 £47.50
% change year-on-year - -26.32% +18.75%

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 359 1,160 1,727
As % of all contract IT jobs advertised in South London 92.76% 90.84% 89.71%
Number of daily rates quoted 220 893 1,245
Median daily rate £500 £475 £500
Median daily rate % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £306 £325 £350
90th Percentile £600 £675 £650
London median daily rate £525 £520 £500
% change year-on-year +0.96% +4.00% +1.01%
Number of hourly rates quoted 20 25 35
Median hourly rate £43.75 £43.75 £42.27
Median hourly rate % change year-on-year - +3.51% -10.07%
10th Percentile £33.94 £20.65 £23.30
90th Percentile £50.18 £50.00 £47.83
Median hourly rate £35.00 £24.08 £23.00
% change year-on-year +45.35% +4.70% -0.54%

ETL
Job Vacancy Trend in South London

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

Job vacancy trend for ETL in South London

ETL
Contractor Daily Rate Trend in South London

3-month moving average daily rate quoted in jobs citing ETL in South London.

Daily rate trend for ETL in South London

ETL
Daily Rate Histogram in South London

Daily rate distribution for jobs citing ETL in South London over the 6 months to 14 August 2020.

Daily rate histogram for ETL in South London

ETL
Contractor Hourly Rate Trend in South London

3-month moving average hourly rates quoted in jobs citing ETL in South London.

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 14 August 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
Bromley +16 4 £513 -6.82%
Croydon -7 2 £390 -11.36%
Kingston Upon Thames +2 1 £450 +20.00%
ETL
London

For the 6 months to 14 August 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 6 (66.67%) SQL
1 6 (66.67%) AWS
2 5 (55.56%) Amazon S3
2 5 (55.56%) Amazon Redshift
2 5 (55.56%) Informatica
3 4 (44.44%) Business Intelligence
3 4 (44.44%) Data Modelling
3 4 (44.44%) PySpark
4 3 (33.33%) Conceptual Models
4 3 (33.33%) Greenfield Project
4 3 (33.33%) SAS
4 3 (33.33%) Python
4 3 (33.33%) ERwin
4 3 (33.33%) Agile Software Development
4 3 (33.33%) Analytics
4 3 (33.33%) Kubernetes
4 3 (33.33%) Big Data
5 2 (22.22%) Pentaho
5 2 (22.22%) Talend
5 2 (22.22%) Tableau
5 2 (22.22%) NoSQL
5 2 (22.22%) ETL Development
5 2 (22.22%) Data Engineering
5 2 (22.22%) Amazon DynamoDB
5 2 (22.22%) Amazon RDS
5 2 (22.22%) Data Transformation
5 2 (22.22%) Docker
5 2 (22.22%) Finance
5 2 (22.22%) Migration
5 2 (22.22%) Games

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 (33.33%) SAS
2 1 (11.11%) Apache Spark
2 1 (11.11%) Confluence
Cloud Services
1 6 (66.67%) AWS
2 5 (55.56%) Amazon S3
3 1 (11.11%) Amazon EC2
3 1 (11.11%) AWS Lambda
3 1 (11.11%) Azure
3 1 (11.11%) Serverless
Database & Business Intelligence
1 5 (55.56%) Amazon Redshift
2 3 (33.33%) Big Data
3 2 (22.22%) Amazon DynamoDB
3 2 (22.22%) Amazon RDS
3 2 (22.22%) Data Warehouse
3 2 (22.22%) Looker
3 2 (22.22%) NoSQL
3 2 (22.22%) Pentaho
4 1 (11.11%) Amazon Athena
4 1 (11.11%) Oracle BI EE
4 1 (11.11%) Oracle BI Publisher
4 1 (11.11%) Oracle ODI
4 1 (11.11%) Oracle Reports
4 1 (11.11%) PostgreSQL
Development Applications
1 3 (33.33%) ERwin
2 1 (11.11%) Cucumber
2 1 (11.11%) GitLab
2 1 (11.11%) JIRA
2 1 (11.11%) PyCharm
General
1 2 (22.22%) Finance
1 2 (22.22%) Games
Job Titles
1 3 (33.33%) AWS Engineer
1 3 (33.33%) Data Engineer
1 3 (33.33%) Data Modeller
2 2 (22.22%) Big Data Engineer
2 2 (22.22%) Python Engineer
3 1 (11.11%) Business Intelligence Consultant
3 1 (11.11%) Business Intelligence Manager
3 1 (11.11%) Business Intelligence Project Manager
3 1 (11.11%) Business Manager
3 1 (11.11%) Business Project Manager
3 1 (11.11%) Cloud Consultant
3 1 (11.11%) Consultant
3 1 (11.11%) Delivery Manager
3 1 (11.11%) Delivery Project Manager
3 1 (11.11%) Kubernetes Engineer
3 1 (11.11%) Onboarding Engineer
3 1 (11.11%) Oracle BI Consultant
3 1 (11.11%) Project Manager
3 1 (11.11%) Senior Data Modeller
3 1 (11.11%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (44.44%) PySpark
2 1 (11.11%) Web Services
Miscellaneous
1 3 (33.33%) Greenfield Project
2 1 (11.11%) Enterprise Cloud
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Unix
Processes & Methodologies
1 4 (44.44%) Business Intelligence
1 4 (44.44%) Data Modelling
2 3 (33.33%) Agile Software Development
2 3 (33.33%) Analytics
2 3 (33.33%) Conceptual Models
3 2 (22.22%) Data Analytics
3 2 (22.22%) Data Engineering
3 2 (22.22%) Data Migration
3 2 (22.22%) Data Transformation
3 2 (22.22%) ETL Development
3 2 (22.22%) Migration
4 1 (11.11%) BDD
4 1 (11.11%) Data Analysis
4 1 (11.11%) Data Architecture
4 1 (11.11%) Machine Learning
4 1 (11.11%) PRINCE
4 1 (11.11%) Project Management
4 1 (11.11%) Scrum
4 1 (11.11%) Software Engineering
4 1 (11.11%) TDD
Programming Languages
1 6 (66.67%) SQL
2 3 (33.33%) Python
3 1 (11.11%) Shell Script
Qualifications
1 2 (22.22%) SC Cleared
1 2 (22.22%) Security Cleared
System Software
1 2 (22.22%) Docker
Systems Management
1 3 (33.33%) Kubernetes
Vendors
1 5 (55.56%) Informatica
2 2 (22.22%) Tableau
2 2 (22.22%) Talend
3 1 (11.11%) Microsoft
3 1 (11.11%) Oracle