Period
to 24 May 2019

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf 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 24 May 2019 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)
Tower Hamlets > Canary Wharf
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 58 27 25
Rank change year-on-year -31 -2 -3
Contract jobs citing ETL 7 27 9
As % of all contract IT jobs advertised in Canary Wharf 2.11% 7.87% 3.88%
As % of the Processes & Methodologies category 2.21% 8.46% 4.37%
Number of daily rates quoted 1 17 6
Canary Wharf median daily rate £525 £500 £565
Median daily rate % change year-on-year +5.00% -11.50% +18.95%
Tower Hamlets median daily rate £525 £506 £555
% change year-on-year +3.70% -8.78% +16.84%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

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 Canary Wharf with a requirement for process or methodology skills.

All Process and Methodology Skills
Canary Wharf
Contract vacancies with a requirement for process or methodology skills 317 319 206
As % of all contract IT jobs advertised in Canary Wharf 95.77% 93.00% 88.79%
Number of daily rates quoted 260 237 144
Canary Wharf median daily rate £525 £525 £550
Median daily rate % change year-on-year - -4.55% +14.88%
10th Percentile £373 £363 £304
90th Percentile £650 £650 £668
Tower Hamlets median daily rate £525 £525 £550
% change year-on-year - -4.55% +15.79%
Number of hourly rates quoted 2 5 3
Canary Wharf median hourly rate £14.50 £15.00 £47.50
Median hourly rate % change year-on-year -3.33% -68.42% +82.69%
10th Percentile £14.10 £15.00 £20.75
90th Percentile £14.90 £15.90 £52.25
Tower Hamlets median hourly rate £14.50 £15.75 £47.50
% change year-on-year -7.94% -66.84% +82.69%

ETL
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for ETL in Canary Wharf

ETL
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for ETL in Canary Wharf

For the 6 months to 24 May 2019, 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 Canary Wharf region with a requirement for ETL.

1 6 (85.71%) Data Warehouse
1 6 (85.71%) Continuous Integration
1 6 (85.71%) Hadoop
1 6 (85.71%) Apache Hive
1 6 (85.71%) Big Data
1 6 (85.71%) DevOps
1 6 (85.71%) Apache Spark
2 5 (71.43%) BigQuery
2 5 (71.43%) Google Cloud Platform
2 5 (71.43%) Data Analytics
2 5 (71.43%) Analytics
2 5 (71.43%) Apache Pig
2 5 (71.43%) Apache
2 5 (71.43%) Banking
2 5 (71.43%) Google
2 5 (71.43%) Apache Beam
3 2 (28.57%) ETL Development
3 2 (28.57%) Finance
4 1 (14.29%) Games
4 1 (14.29%) Data Mining
4 1 (14.29%) Kerberos
4 1 (14.29%) VPN
4 1 (14.29%) Business Intelligence
4 1 (14.29%) SSL
4 1 (14.29%) Microsoft
4 1 (14.29%) HTML
4 1 (14.29%) Java
4 1 (14.29%) JavaScript
4 1 (14.29%) Perl
4 1 (14.29%) SQL

ETL
Co-occurring IT Skills in Canary Wharf 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 6 (85.71%) Apache Spark
2 5 (71.43%) Apache
2 5 (71.43%) Apache Pig
3 1 (14.29%) Apache Solr
3 1 (14.29%) Confluence
3 1 (14.29%) Elasticsearch
Cloud Services
1 5 (71.43%) Google Cloud Platform
2 1 (14.29%) Amazon AWS
2 1 (14.29%) Amazon S3
2 1 (14.29%) Power Platform
Communications & Networking
1 1 (14.29%) Kerberos
1 1 (14.29%) SSL
1 1 (14.29%) VPN
Database & Business Intelligence
1 6 (85.71%) Apache Hive
1 6 (85.71%) Big Data
1 6 (85.71%) Data Warehouse
1 6 (85.71%) Hadoop
2 5 (71.43%) BigQuery
3 1 (14.29%) Amazon Redshift
3 1 (14.29%) Apache Cassandra
3 1 (14.29%) Data Lake
3 1 (14.29%) Data Mining
3 1 (14.29%) HBase
3 1 (14.29%) NoSQL
3 1 (14.29%) Parquet
3 1 (14.29%) Power BI
3 1 (14.29%) Relational Database
3 1 (14.29%) SQL Server
Development Applications
1 1 (14.29%) Bitbucket Server
1 1 (14.29%) FishEye
1 1 (14.29%) Git (software)
1 1 (14.29%) JIRA
General
1 5 (71.43%) Banking
2 2 (28.57%) Finance
3 1 (14.29%) Games
Job Titles
1 5 (71.43%) Architect
1 5 (71.43%) Cloud Architect
1 5 (71.43%) Platform Architect
2 2 (28.57%) Developer
3 1 (14.29%) Big Data Developer
3 1 (14.29%) ETL Developer
Libraries, Frameworks & Software Standards
1 5 (71.43%) Apache Beam
2 1 (14.29%) Apache NiFi
2 1 (14.29%) HTML
2 1 (14.29%) HTML5
2 1 (14.29%) Kafka
2 1 (14.29%) Natural Language Processing
2 1 (14.29%) Play Framework
2 1 (14.29%) React
2 1 (14.29%) XML
Miscellaneous
1 1 (14.29%) Algorithms
1 1 (14.29%) Analytical Skills
1 1 (14.29%) Fintech
Operating Systems
1 1 (14.29%) Unix
Processes & Methodologies
1 6 (85.71%) Continuous Integration
1 6 (85.71%) DevOps
2 5 (71.43%) Analytics
2 5 (71.43%) Data Analytics
3 2 (28.57%) ETL Development
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Architecture
4 1 (14.29%) Data Science
4 1 (14.29%) Data Visualisation
4 1 (14.29%) Disruptive Innovation
4 1 (14.29%) Exploratory Data Analysis
4 1 (14.29%) Machine Learning
4 1 (14.29%) Mathematical Modelling
4 1 (14.29%) Mathematics
4 1 (14.29%) Performance Tuning
4 1 (14.29%) Problem-Solving
4 1 (14.29%) Security Patching
4 1 (14.29%) Statistical Modelling
4 1 (14.29%) Technical Architecture
4 1 (14.29%) Visualisation
Programming Languages
1 1 (14.29%) Bash Shell
1 1 (14.29%) Java
1 1 (14.29%) JavaScript
1 1 (14.29%) Perl
1 1 (14.29%) Python
1 1 (14.29%) R
1 1 (14.29%) Scala
1 1 (14.29%) SQL
System Software
1 1 (14.29%) HDFS
Systems Management
1 1 (14.29%) Ansible
1 1 (14.29%) Hadoop YARN
Vendors
1 5 (71.43%) Google
2 1 (14.29%) Atlassian
2 1 (14.29%) Hortonworks
2 1 (14.29%) Microsoft
2 1 (14.29%) Tableau