Period
to 18 November 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Data Engineering skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Engineering over the 6 months to 18 November 2018 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.

Data Engineering
Tower Hamlets > Canary Wharf
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 45 - -
Rank change year-on-year - - -
Contract jobs citing Data Engineering 12 0 0
As % of all contract IT jobs advertised in Canary Wharf 3.80% - -
As % of the Processes & Methodologies category 4.01% - -
Number of daily rates quoted 2 0 0
Canary Wharf median daily rate £550 - -
Tower Hamlets median daily rate £550 - -
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Engineering 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 299 253 293
As % of all contract IT jobs advertised in Canary Wharf 94.62% 92.67% 92.72%
Number of daily rates quoted 224 193 214
Canary Wharf median daily rate £525 £500 £450
Median daily rate % change year-on-year +5.00% +11.11% -5.26%
10th Percentile £368 £263 £311
90th Percentile £614 £650 £604
Tower Hamlets median daily rate £525 £515 £450
% change year-on-year +1.94% +14.44% -10.00%
Number of hourly rates quoted 2 2 0
Canary Wharf median hourly rate £93.44 £15.00 -
Median hourly rate % change year-on-year +522.92% - -
Tower Hamlets median hourly rate £93.44 £15.00 -
% change year-on-year +522.92% - -

Data Engineering
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Data Engineering in Canary Wharf

Data Engineering
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Data Engineering in Canary Wharf

For the 6 months to 18 November 2018, IT contractor jobs citing Data Engineering 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 Data Engineering.

1 12 (100.00%) Python
1 12 (100.00%) Finance
1 12 (100.00%) Analytics
1 12 (100.00%) Data Science
2 11 (91.67%) Algorithms
3 10 (83.33%) Apache Spark
3 10 (83.33%) Deep Learning
3 10 (83.33%) OpenCV
3 10 (83.33%) Computer Vision
3 10 (83.33%) Git (software)
3 10 (83.33%) NoSQL
4 9 (75.00%) Visual Studio Team System
4 9 (75.00%) Scala
4 9 (75.00%) Open Source
4 9 (75.00%) Technical Architecture
4 9 (75.00%) RDBMS
4 9 (75.00%) SQL
4 9 (75.00%) Convolutional Neural Network
4 9 (75.00%) Big Data
4 9 (75.00%) Relational Database
5 8 (66.67%) SQL Server
5 8 (66.67%) Hadoop
6 7 (58.33%) Unity (Game Engine)
6 7 (58.33%) HoloLens
7 4 (33.33%) Microsoft Azure
8 3 (25.00%) Agile Software Development
8 3 (25.00%) TensorFlow
8 3 (25.00%) Docker
8 3 (25.00%) DevOps
8 3 (25.00%) Kubernetes

Data Engineering
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 10 (83.33%) Apache Spark
2 2 (16.67%) Apache Solr
2 2 (16.67%) Elasticsearch
3 1 (8.33%) SAS
Business Applications
1 1 (8.33%) SAP Oil and Gas
Cloud Services
1 4 (33.33%) Microsoft Azure
2 2 (16.67%) Amazon AWS
Database & Business Intelligence
1 10 (83.33%) NoSQL
2 9 (75.00%) Big Data
2 9 (75.00%) RDBMS
2 9 (75.00%) Relational Database
3 8 (66.67%) Hadoop
3 8 (66.67%) SQL Server
4 2 (16.67%) MongoDB
5 1 (8.33%) Amazon RDS
5 1 (8.33%) Azure SQL Data Warehouse
5 1 (8.33%) Blockchain
5 1 (8.33%) Cosmos DB
5 1 (8.33%) Data Lake
5 1 (8.33%) Data Mining
5 1 (8.33%) Data Warehouse
5 1 (8.33%) HDInsight
5 1 (8.33%) Parquet
5 1 (8.33%) Power BI
5 1 (8.33%) SAP BW
5 1 (8.33%) Spotfire
5 1 (8.33%) SQL Server Integration Services
Development Applications
1 10 (83.33%) Git (software)
2 9 (75.00%) Visual Studio Team System
3 1 (8.33%) Jenkins
3 1 (8.33%) SonarQube
General
1 12 (100.00%) Finance
2 1 (8.33%) Retail
Job Titles
1 7 (58.33%) Data Engineer
2 6 (50.00%) Big Data Engineer
3 3 (25.00%) Analytics Consultant
3 3 (25.00%) Big Data Consultant
3 3 (25.00%) Consultant
3 3 (25.00%) Data Consultant
4 1 (8.33%) Computer Scientist
4 1 (8.33%) Computer Vision Scientist
4 1 (8.33%) Data Scientist
4 1 (8.33%) Developer
4 1 (8.33%) Full Stack Developer
4 1 (8.33%) JavaScript Developer
4 1 (8.33%) MATLAB Engineer
4 1 (8.33%) Python Developer
4 1 (8.33%) Python Engineer
4 1 (8.33%) SAP Engineer
4 1 (8.33%) Senior Developer
4 1 (8.33%) Senior Full Stack Developer
4 1 (8.33%) Senior JavaScript Developer
4 1 (8.33%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 10 (83.33%) OpenCV
2 7 (58.33%) Unity (Game Engine)
3 3 (25.00%) Kafka
3 3 (25.00%) TensorFlow
4 2 (16.67%) Spark Streaming
5 1 (8.33%) Caffe
5 1 (8.33%) Django
5 1 (8.33%) Flask
5 1 (8.33%) Keras
5 1 (8.33%) NumPy
5 1 (8.33%) Pandas
5 1 (8.33%) React
5 1 (8.33%) RESTful
5 1 (8.33%) scikit-learn
Miscellaneous
1 11 (91.67%) Algorithms
2 7 (58.33%) HoloLens
3 2 (16.67%) Computer Science
3 2 (16.67%) Self-Motivation
Operating Systems
1 1 (8.33%) Linux
Processes & Methodologies
1 12 (100.00%) Analytics
1 12 (100.00%) Data Science
2 10 (83.33%) Computer Vision
2 10 (83.33%) Deep Learning
3 9 (75.00%) Convolutional Neural Network
3 9 (75.00%) Open Source
3 9 (75.00%) Technical Architecture
4 3 (25.00%) Agile Software Development
4 3 (25.00%) DevOps
5 2 (16.67%) Data Security
5 2 (16.67%) Decision-Making
5 2 (16.67%) Low Latency
5 2 (16.67%) Machine Learning
5 2 (16.67%) Software Engineering
5 2 (16.67%) Web Development
6 1 (8.33%) Business Intelligence
6 1 (8.33%) ETL
6 1 (8.33%) Migration
6 1 (8.33%) Problem-Solving
6 1 (8.33%) Refactoring
Programming Languages
1 12 (100.00%) Python
2 9 (75.00%) Scala
2 9 (75.00%) SQL
3 2 (16.67%) C#
3 2 (16.67%) Java
4 1 (8.33%) C++
4 1 (8.33%) JavaScript
4 1 (8.33%) MATLAB
4 1 (8.33%) R
Qualifications
1 2 (16.67%) Computer Science Degree
1 2 (16.67%) Degree
2 1 (8.33%) Master's Degree
2 1 (8.33%) PhD
Quality Assurance & Compliance
1 1 (8.33%) GDPR
System Software
1 3 (25.00%) Docker
2 2 (16.67%) HDFS
3 1 (8.33%) Apache Flume
Systems Management
1 3 (25.00%) Kubernetes
Vendors
1 2 (16.67%) Databricks
1 2 (16.67%) Microsoft
2 1 (8.33%) Alteryx
2 1 (8.33%) Google
2 1 (8.33%) Informatica
2 1 (8.33%) Oracle
2 1 (8.33%) SAP
2 1 (8.33%) Tableau
2 1 (8.33%) Talend