Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Amazon AWS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon AWS over the 6 months to 21 July 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.

Amazon Web Services (AWS)
Tower Hamlets > Canary Wharf
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 6 23 33
Rank change year-on-year +17 +10 -9
Contract jobs citing Amazon AWS 81 17 5
As % of all contract IT jobs advertised in Canary Wharf 22.88% 7.23% 1.86%
As % of the Cloud Services category 62.79% 40.48% 26.32%
Number of daily rates quoted 53 11 4
Canary Wharf median daily rate £525 £550 £369
Median daily rate % change year-on-year -4.55% +49.15% +22.92%
10th Percentile £463 £400 £356
90th Percentile £625 £713 £466
Tower Hamlets median daily rate £525 £550 £369
% change year-on-year -4.55% +49.15% +22.92%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Amazon AWS is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Canary Wharf
Contract vacancies with a requirement for cloud computing skills 129 42 19
As % of all contract IT jobs advertised in Canary Wharf 36.44% 17.87% 7.06%
Number of daily rates quoted 83 24 17
Canary Wharf median daily rate £500 £500 £396
Median daily rate % change year-on-year - +26.26% -10.76%
10th Percentile £413 £350 £350
90th Percentile £588 £701 £515
Tower Hamlets median daily rate £506 £500 £396
% change year-on-year +1.25% +26.26% -10.76%
Number of hourly rates quoted 0 0 1
Canary Wharf median hourly rate - - £26.00
Tower Hamlets median hourly rate - - £26.00

Amazon AWS
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Amazon AWS in Canary Wharf

Amazon AWS
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Amazon AWS in Canary Wharf

Amazon AWS
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Amazon AWS in Canary Wharf over the 6 months to 21 July 2018.

Contractor daily rate histogram for Amazon AWS in Canary Wharf

For the 6 months to 21 July 2018, IT contractor jobs citing Amazon AWS 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 Amazon AWS.

1 50 (61.73%) Python
2 48 (59.26%) Finance
3 36 (44.44%) SQL
4 34 (41.98%) Linux
4 34 (41.98%) Ansible
5 33 (40.74%) Java
5 33 (40.74%) Agile Software Development
6 28 (34.57%) Git (software)
7 27 (33.33%) NoSQL
8 26 (32.10%) Machine Learning
9 25 (30.86%) Unix
9 25 (30.86%) DevOps
10 24 (29.63%) Hadoop
11 23 (28.40%) Microsoft Azure
11 23 (28.40%) Big Data
12 21 (25.93%) Amazon EC2
12 21 (25.93%) Jenkins
13 20 (24.69%) Data Science
14 19 (23.46%) Virtual Private Cloud
14 19 (23.46%) C++
14 19 (23.46%) Degree
15 18 (22.22%) Perl
15 18 (22.22%) Apache Spark
15 18 (22.22%) Algorithms
15 18 (22.22%) Analytics
15 18 (22.22%) PowerShell
15 18 (22.22%) Build Automation
16 17 (20.99%) Visualisation
16 17 (20.99%) Use Case
17 16 (19.75%) SQL Server

Amazon AWS
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 18 (22.22%) Apache Spark
2 12 (14.81%) IIS
3 11 (13.58%) Ethereum
3 11 (13.58%) Hyperledger
4 7 (8.64%) Apache Solr
4 7 (8.64%) Elasticsearch
5 5 (6.17%) Confluence
6 2 (2.47%) Apache
6 2 (2.47%) Apache Pig
7 1 (1.23%) JBoss
7 1 (1.23%) SAS
7 1 (1.23%) Tomcat
7 1 (1.23%) WebLogic
Applications
1 6 (7.41%) Microsoft Excel
1 6 (7.41%) MS Visio
Business Applications
1 5 (6.17%) SAP Oil and Gas
Cloud Services
1 23 (28.40%) Microsoft Azure
2 21 (25.93%) Amazon EC2
3 19 (23.46%) Virtual Private Cloud
4 13 (16.05%) Amazon S3
4 13 (16.05%) AWS CloudFormation
5 11 (13.58%) AWS Lambda
5 11 (13.58%) Cloud Computing
5 11 (13.58%) Serverless
6 2 (2.47%) GitHub
6 2 (2.47%) Google Cloud Platform
7 1 (1.23%) Amazon EMR
7 1 (1.23%) AWS Elastic Beanstalk
7 1 (1.23%) SaaS
Communications & Networking
1 8 (9.88%) SAN
2 5 (6.17%) Kerberos
2 5 (6.17%) SSL
2 5 (6.17%) VPN
3 3 (3.70%) Unified Communications
4 1 (1.23%) Firewall
4 1 (1.23%) tcpdump
4 1 (1.23%) Wireshark
Database & Business Intelligence
1 27 (33.33%) NoSQL
2 24 (29.63%) Hadoop
3 23 (28.40%) Big Data
4 16 (19.75%) SQL Server
5 14 (17.28%) Apache Hive
5 14 (17.28%) Power BI
6 12 (14.81%) Blockchain
7 11 (13.58%) Apache Cassandra
7 11 (13.58%) HBase
7 11 (13.58%) MongoDB
8 10 (12.35%) Data Lake
8 10 (12.35%) Redis
8 10 (12.35%) Relational Database
8 10 (12.35%) Spotfire
9 9 (11.11%) Data Warehouse
10 8 (9.88%) Impala
11 7 (8.64%) Amazon RDS
11 7 (8.64%) Data Mining
12 6 (7.41%) Parquet
12 6 (7.41%) PostgreSQL
Development Applications
1 28 (34.57%) Git (software)
2 21 (25.93%) Jenkins
3 6 (7.41%) Cucumber
3 6 (7.41%) JIRA
3 6 (7.41%) Selenium
4 5 (6.17%) FishEye
4 5 (6.17%) Visual Studio Team System
5 4 (4.94%) Maven
6 1 (1.23%) GitLab
6 1 (1.23%) Jasmine
6 1 (1.23%) Subversion
6 1 (1.23%) Vagrant
6 1 (1.23%) Visual Studio
6 1 (1.23%) webpack
General
1 48 (59.26%) Finance
2 6 (7.41%) Games
3 2 (2.47%) Banking
4 1 (1.23%) Marketing
4 1 (1.23%) Retail
Job Titles
1 26 (32.10%) Developer
2 19 (23.46%) AWS Engineer
3 14 (17.28%) DevOps Engineer
4 12 (14.81%) AWS DevOps
4 12 (14.81%) AWS DevOps Engineer
4 12 (14.81%) Operations Engineer
5 11 (13.58%) Blockchain Developer
6 8 (9.88%) Data Engineer
6 8 (9.88%) Support Engineer
7 7 (8.64%) Data Scientist
8 6 (7.41%) Applications Engineer
8 6 (7.41%) Architect
8 6 (7.41%) Big Data Developer
8 6 (7.41%) Computer Scientist
8 6 (7.41%) Computer Vision Scientist
8 6 (7.41%) Hadoop Developer
8 6 (7.41%) Java Architect
8 6 (7.41%) Platform Engineer
9 5 (6.17%) Applications Support
9 5 (6.17%) Java Developer
Libraries, Frameworks & Software Standards
1 14 (17.28%) .NET
2 11 (13.58%) React
3 10 (12.35%) OpenCV
4 8 (9.88%) Kafka
4 8 (9.88%) TensorFlow
5 7 (8.64%) HTML
5 7 (8.64%) HTML5
5 7 (8.64%) Keras
6 6 (7.41%) Natural Language Processing
6 6 (7.41%) Play Framework
6 6 (7.41%) RESTful
6 6 (7.41%) Spring
6 6 (7.41%) XML
7 5 (6.17%) Gherkin
7 5 (6.17%) Hibernate
7 5 (6.17%) REST
8 4 (4.94%) Spring Boot
8 4 (4.94%) Unity (Game Engine)
9 2 (2.47%) AngularJS
9 2 (2.47%) Web Services
Miscellaneous
1 18 (22.22%) Algorithms
2 11 (13.58%) Bitcoin
3 9 (11.11%) Replication
4 8 (9.88%) Computer Science
5 7 (8.64%) Analytical Skills
5 7 (8.64%) Fintech
6 6 (7.41%) Wiki
7 5 (6.17%) Linux Command Line
8 4 (4.94%) Clustering
8 4 (4.94%) Data Centre
8 4 (4.94%) HoloLens
9 1 (1.23%) Cloud Native
9 1 (1.23%) Enterprise Software
9 1 (1.23%) Mainframe
9 1 (1.23%) Management Information System
9 1 (1.23%) Public Cloud
9 1 (1.23%) Self-Motivation
9 1 (1.23%) Taxonomies
Operating Systems
1 34 (41.98%) Linux
2 25 (30.86%) Unix
3 10 (12.35%) Red Hat Enterprise Linux
4 7 (8.64%) Windows
5 1 (1.23%) CentOS
Processes & Methodologies
1 33 (40.74%) Agile Software Development
2 26 (32.10%) Machine Learning
3 25 (30.86%) DevOps
4 20 (24.69%) Data Science
5 18 (22.22%) Analytics
5 18 (22.22%) Build Automation
6 17 (20.99%) Use Case
6 17 (20.99%) Visualisation
7 15 (18.52%) ETL
7 15 (18.52%) Scrum
8 13 (16.05%) Continuous Integration
8 13 (16.05%) Mathematics
9 12 (14.81%) Data Analysis
9 12 (14.81%) Problem-Solving
9 12 (14.81%) Test Automation
10 11 (13.58%) Business Intelligence
11 10 (12.35%) Deep Learning
12 9 (11.11%) Configuration Management
12 9 (11.11%) Software Engineering
13 8 (9.88%) Disaster Recovery
Programming Languages
1 50 (61.73%) Python
2 36 (44.44%) SQL
3 33 (40.74%) Java
4 19 (23.46%) C++
5 18 (22.22%) Perl
5 18 (22.22%) PowerShell
6 14 (17.28%) JavaScript
7 13 (16.05%) Bash Shell
7 13 (16.05%) C
7 13 (16.05%) Ruby
7 13 (16.05%) Scala
8 7 (8.64%) R
9 6 (7.41%) Korn
9 6 (7.41%) Shell Script
10 5 (6.17%) Java 8
10 5 (6.17%) MATLAB
11 2 (2.47%) C#
11 2 (2.47%) Go
12 1 (1.23%) Jython
12 1 (1.23%) Rust
Qualifications
1 19 (23.46%) Degree
2 7 (8.64%) Computer Science Degree
2 7 (8.64%) Master's Degree
3 6 (7.41%) PhD
4 2 (2.47%) Security Cleared
5 1 (1.23%) SC Cleared
Quality Assurance & Compliance
1 8 (9.88%) SLA
2 2 (2.47%) GCP
2 2 (2.47%) GDPR
System Software
1 12 (14.81%) HDFS
2 9 (11.11%) Docker
3 3 (3.70%) VMware Infrastructure
4 2 (2.47%) Apache Flume
5 1 (1.23%) Apache ZooKeeper
Systems Management
1 34 (41.98%) Ansible
2 16 (19.75%) Opscode Chef
2 16 (19.75%) Puppet
3 12 (14.81%) Hadoop YARN
4 7 (8.64%) Kubernetes
5 5 (6.17%) Terraform
6 1 (1.23%) ITRS Geneos
6 1 (1.23%) logstash
6 1 (1.23%) Nagios
6 1 (1.23%) Oozie
Vendors
1 13 (16.05%) Microsoft
1 13 (16.05%) Splunk
2 8 (9.88%) Oracle
2 8 (9.88%) Red Hat
2 8 (9.88%) Remedy
2 8 (9.88%) SaltStack
2 8 (9.88%) VMware
3 7 (8.64%) Cloudera
3 7 (8.64%) Google
3 7 (8.64%) Tableau
4 6 (7.41%) Alteryx
5 5 (6.17%) Atlassian
5 5 (6.17%) Hortonworks
5 5 (6.17%) SAP
6 4 (4.94%) Databricks
7 3 (3.70%) Cisco
7 3 (3.70%) EMC
7 3 (3.70%) Symantec
7 3 (3.70%) Talend
8 2 (2.47%) IBM