Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Ansible skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Ansible over the 6 months to 16 October 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.

Ansible
Tower Hamlets > Canary Wharf
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 9 40 38
Rank change year-on-year +31 -2 +10
Contract jobs citing Ansible 63 7 2
As % of all contract IT jobs advertised in Canary Wharf 18.75% 2.64% 0.68%
As % of the Systems Management category 72.41% 20.00% 8.33%
Number of daily rates quoted 57 6 2
Canary Wharf median daily rate £550 £575 £450
Median daily rate % change year-on-year -4.35% +27.78% -
10th Percentile £463 £375 £428
90th Percentile £588 £588 £473
Tower Hamlets median daily rate £550 £575 £450
% change year-on-year -4.35% +27.78% -
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Ansible is in the Systems Management 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 systems management skills.

All Systems Management Skills
Canary Wharf
Contract vacancies with a requirement for systems management skills 87 35 24
As % of all contract IT jobs advertised in Canary Wharf 25.89% 13.21% 8.16%
Number of daily rates quoted 76 24 18
Canary Wharf median daily rate £525 £450 £388
Median daily rate % change year-on-year +16.67% +16.13% -8.82%
10th Percentile £388 £289 £246
90th Percentile £588 £643 £541
Tower Hamlets median daily rate £525 £450 £388
% change year-on-year +16.67% +16.13% -13.41%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Ansible
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Ansible in Canary Wharf

Ansible
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Ansible in Canary Wharf

Ansible
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Ansible in Canary Wharf over the 6 months to 16 October 2018.

Contractor daily rate histogram for Ansible in Canary Wharf

For the 6 months to 16 October 2018, IT contractor jobs citing Ansible 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 Ansible.

1 58 (92.06%) Amazon AWS
2 50 (79.37%) DevOps
3 44 (69.84%) Jenkins
4 40 (63.49%) Build Automation
5 39 (61.90%) PowerShell
5 39 (61.90%) Amazon EC2
5 39 (61.90%) Virtual Private Cloud
6 33 (52.38%) Splunk
7 32 (50.79%) .NET
7 32 (50.79%) IIS
7 32 (50.79%) AWS CloudFormation
8 24 (38.10%) Python
9 19 (30.16%) Puppet
9 19 (30.16%) Hadoop
10 18 (28.57%) Opscode Chef
11 17 (26.98%) Unix
12 14 (22.22%) Java
12 14 (22.22%) Continuous Integration
13 13 (20.63%) Docker
14 12 (19.05%) SQL
15 11 (17.46%) Linux
15 11 (17.46%) Kubernetes
16 10 (15.87%) Hadoop YARN
16 10 (15.87%) HDFS
16 10 (15.87%) Terraform
16 10 (15.87%) ETL
16 10 (15.87%) Data Analysis
16 10 (15.87%) Amazon S3
16 10 (15.87%) RESTful
16 10 (15.87%) Apache Hive

Ansible
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 32 (50.79%) IIS
2 4 (6.35%) Confluence
2 4 (6.35%) Elasticsearch
3 3 (4.76%) Apache Solr
3 3 (4.76%) Apache Spark
4 2 (3.17%) Cloud Foundry
5 1 (1.59%) Apache
5 1 (1.59%) WebLogic
Applications
1 7 (11.11%) Microsoft Excel
1 7 (11.11%) MS Visio
Cloud Services
1 58 (92.06%) Amazon AWS
2 39 (61.90%) Amazon EC2
2 39 (61.90%) Virtual Private Cloud
3 32 (50.79%) AWS CloudFormation
4 10 (15.87%) Amazon S3
5 5 (7.94%) AWS Lambda
5 5 (7.94%) Serverless
6 1 (1.59%) Google Cloud Platform
6 1 (1.59%) IaaS
6 1 (1.59%) Microsoft Azure
6 1 (1.59%) PaaS
Communications & Networking
1 5 (7.94%) SAN
2 4 (6.35%) SSL
3 3 (4.76%) Kerberos
3 3 (4.76%) VPN
4 2 (3.17%) DNS
5 1 (1.59%) BIG-IP
5 1 (1.59%) DHCP
5 1 (1.59%) HTTP
5 1 (1.59%) Internet
5 1 (1.59%) Intranet
5 1 (1.59%) TCP/IP
5 1 (1.59%) Unified Communications
Database & Business Intelligence
1 19 (30.16%) Hadoop
2 10 (15.87%) Apache Hive
2 10 (15.87%) Big Data
3 7 (11.11%) Impala
3 7 (11.11%) SQL Server
3 7 (11.11%) Sqoop
4 4 (6.35%) DB2
4 4 (6.35%) NoSQL
5 3 (4.76%) Amazon Redshift
5 3 (4.76%) Apache Cassandra
5 3 (4.76%) Data Lake
5 3 (4.76%) Data Mining
5 3 (4.76%) Data Warehouse
5 3 (4.76%) HBase
5 3 (4.76%) Parquet
5 3 (4.76%) Power BI
5 3 (4.76%) Relational Database
6 2 (3.17%) Hazelcast
7 1 (1.59%) MariaDB
7 1 (1.59%) MySQL
Development Applications
1 44 (69.84%) Jenkins
2 7 (11.11%) Git (software)
3 4 (6.35%) JIRA
4 3 (4.76%) FishEye
5 2 (3.17%) Maven
6 1 (1.59%) CF BOSH
6 1 (1.59%) TeamCity
General
1 9 (14.29%) Finance
2 3 (4.76%) Banking
2 3 (4.76%) Games
Job Titles
1 45 (71.43%) AWS Engineer
1 45 (71.43%) DevOps Engineer
2 41 (65.08%) AWS DevOps
2 41 (65.08%) AWS DevOps Engineer
3 32 (50.79%) Operations Engineer
4 9 (14.29%) Hadoop Engineer
5 7 (11.11%) Platform Engineer
6 5 (7.94%) Support Engineer
7 4 (6.35%) Applications Engineer
7 4 (6.35%) Applications Support
7 4 (6.35%) Applications Support Engineer
7 4 (6.35%) Developer
8 3 (4.76%) Big Data Developer
8 3 (4.76%) DB2 Support
8 3 (4.76%) Hadoop Developer
9 2 (3.17%) Lead DevOps
9 2 (3.17%) Lead DevOps Engineer
10 1 (1.59%) Big Data Engineer
10 1 (1.59%) Head of Engineering
10 1 (1.59%) Web Hosting Engineer
Libraries, Frameworks & Software Standards
1 32 (50.79%) .NET
2 10 (15.87%) RESTful
3 4 (6.35%) React
4 3 (4.76%) HTML
4 3 (4.76%) HTML5
4 3 (4.76%) Kafka
4 3 (4.76%) Natural Language Processing
4 3 (4.76%) Play Framework
4 3 (4.76%) XML
5 2 (3.17%) Spring
6 1 (1.59%) AngularJS
6 1 (1.59%) CGI
6 1 (1.59%) Embperl
6 1 (1.59%) FastCGI
6 1 (1.59%) LAMP
6 1 (1.59%) Middleware
6 1 (1.59%) Ruby on Rails
6 1 (1.59%) SQLAlchemy
6 1 (1.59%) Web Services
Miscellaneous
1 9 (14.29%) Greenfield Project
2 7 (11.11%) Wiki
3 5 (7.94%) Replication
4 3 (4.76%) Algorithms
4 3 (4.76%) Analytical Skills
4 3 (4.76%) Fintech
5 2 (3.17%) Data Centre
6 1 (1.59%) Clustering
6 1 (1.59%) Computer Science
6 1 (1.59%) Hybrid Cloud
6 1 (1.59%) Linux Command Line
6 1 (1.59%) Private Cloud
Operating Systems
1 17 (26.98%) Unix
2 11 (17.46%) Linux
3 8 (12.70%) Windows
4 6 (9.52%) Red Hat Enterprise Linux
5 1 (1.59%) Solaris
5 1 (1.59%) SUSE
5 1 (1.59%) SUSE Linux Enterprise Server
Processes & Methodologies
1 50 (79.37%) DevOps
2 40 (63.49%) Build Automation
3 14 (22.22%) Continuous Integration
4 10 (15.87%) Data Analysis
4 10 (15.87%) ETL
5 9 (14.29%) Agile Software Development
5 9 (14.29%) Microservices
6 8 (12.70%) Test Automation
7 7 (11.11%) Configuration Management
7 7 (11.11%) Data Extraction
7 7 (11.11%) Scrum
8 5 (7.94%) Disaster Recovery
9 4 (6.35%) Problem-Solving
10 3 (4.76%) Data Science
10 3 (4.76%) Deployment Automation
10 3 (4.76%) Disruptive Innovation
10 3 (4.76%) Machine Learning
10 3 (4.76%) Mathematical Modelling
10 3 (4.76%) Performance Tuning
10 3 (4.76%) Statistical Modelling
Programming Languages
1 39 (61.90%) PowerShell
2 24 (38.10%) Python
3 14 (22.22%) Java
4 12 (19.05%) SQL
5 10 (15.87%) Bash Shell
6 9 (14.29%) Shell Script
7 8 (12.70%) Perl
8 7 (11.11%) Korn
9 4 (6.35%) JavaScript
10 3 (4.76%) R
10 3 (4.76%) Ruby
10 3 (4.76%) Scala
11 2 (3.17%) PHP
12 1 (1.59%) C
12 1 (1.59%) Go
12 1 (1.59%) Groovy
12 1 (1.59%) Java 8
Qualifications
1 1 (1.59%) AWS Certification
Quality Assurance & Compliance
1 5 (7.94%) SLA
System Software
1 13 (20.63%) Docker
2 10 (15.87%) HDFS
3 3 (4.76%) VMware Infrastructure
4 1 (1.59%) LXC
4 1 (1.59%) VirtualBox
Systems Management
1 19 (30.16%) Puppet
2 18 (28.57%) Opscode Chef
3 11 (17.46%) Kubernetes
4 10 (15.87%) Hadoop YARN
4 10 (15.87%) Terraform
5 3 (4.76%) Salt
6 1 (1.59%) CFEngine
Vendors
1 33 (52.38%) Splunk
2 8 (12.70%) Oracle
3 7 (11.11%) Cloudera
3 7 (11.11%) VMware
4 6 (9.52%) Red Hat
4 6 (9.52%) SaltStack
5 5 (7.94%) Remedy
6 3 (4.76%) Atlassian
6 3 (4.76%) Hortonworks
6 3 (4.76%) Tableau
7 1 (1.59%) Cisco
7 1 (1.59%) Citrix
7 1 (1.59%) EMC
7 1 (1.59%) F5
7 1 (1.59%) Google
7 1 (1.59%) MuleSoft
7 1 (1.59%) NetApp
7 1 (1.59%) Sybase
7 1 (1.59%) Symantec