Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Ansible skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ansible over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Ansible
Central London > City of London
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 108 122 207
Rank change year-on-year +14 +85 +226
Permanent jobs citing Ansible 287 258 230
As % of all permanent IT jobs advertised in the City of London 2.77% 2.28% 1.42%
As % of the Systems Management category 27.31% 21.61% 15.69%
Number of salaries quoted 265 242 215
City of London median annual salary £72,500 £65,000 £65,000
Median salary % change year-on-year +11.54% - +44.44%
10th Percentile £52,500 £45,000 £45,000
90th Percentile £109,500 £85,000 £87,500
Central London median annual salary £70,000 £62,500 £65,000
% change year-on-year +12.00% -3.85% +44.44%

Ansible is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for systems management skills.

All Systems Management Skills
City of London
Permanent vacancies with a requirement for systems management skills 1051 1194 1466
As % of all permanent IT jobs advertised in the City of London 10.13% 10.55% 9.05%
Number of salaries quoted 961 1085 1278
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +9.52%
10th Percentile £38,500 £36,250 £36,250
90th Percentile £103,750 £85,000 £80,000
Central London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +9.52%

Ansible
Job Vacancy Trend in the City of London

Job postings citing Ansible as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Ansible in the City of London

Ansible
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Ansible in the City of London.

Salary trend for Ansible in the City of London

Ansible
Salary Histogram in the City of London

The salary distribution of IT jobs citing Ansible in the City of London over the 6 months to 11 December 2017.

Salary histogram for Ansible in the City of London

Ansible
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ansible within the City of London region over the 6 months to 11 December 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 1 £85,000 -
Ansible
Central London

For the 6 months to 11 December 2017, IT jobs citing Ansible also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Ansible.

1 214 (74.56%) DevOps
2 171 (59.58%) Amazon AWS
3 168 (58.54%) Linux
4 158 (55.05%) Puppet
5 151 (52.61%) Python
6 139 (48.43%) Docker
7 125 (43.55%) Opscode Chef
8 99 (34.49%) Agile Software Development
9 98 (34.15%) Continuous Integration
10 90 (31.36%) Configuration Management
11 89 (31.01%) Jenkins
12 82 (28.57%) Java
13 77 (26.83%) Terraform
14 75 (26.13%) Bash Shell
15 67 (23.34%) Microsoft Azure
16 66 (23.00%) Microservices
17 59 (20.56%) Kubernetes
18 58 (20.21%) Ruby
19 57 (19.86%) Finance
20 50 (17.42%) Node.js
21 48 (16.72%) Git (software)
22 47 (16.38%) MongoDB
23 46 (16.03%) Perl
23 46 (16.03%) Windows
23 46 (16.03%) Software Engineering
24 45 (15.68%) MySQL
25 44 (15.33%) SQL
26 40 (13.94%) Scala
27 39 (13.59%) E-Commerce
28 37 (12.89%) Elasticsearch

Ansible
Co-occurring IT Skills in the City of 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 37 (12.89%) Elasticsearch
2 28 (9.76%) Apache Spark
2 28 (9.76%) OpenStack
3 26 (9.06%) Apache
4 15 (5.23%) JBoss
4 15 (5.23%) Tomcat
5 11 (3.83%) WebLogic
6 10 (3.48%) Apache Airflow
6 10 (3.48%) CMS
6 10 (3.48%) Confluence
6 10 (3.48%) nginx
7 9 (3.14%) WebSphere
7 9 (3.14%) WebSphere Application Server
8 7 (2.44%) Apache Solr
9 6 (2.09%) Jetty
10 5 (1.74%) Ethereum
10 5 (1.74%) GlassFish
10 5 (1.74%) Hyperledger
11 3 (1.05%) Drupal
11 3 (1.05%) IIS
Applications
1 2 (0.70%) HipChat
2 1 (0.35%) Microsoft Office
Business Applications
1 4 (1.39%) R3 Corda
2 3 (1.05%) Workday HCM
3 1 (0.35%) Dynamics CRM
Cloud Services
1 171 (59.58%) Amazon AWS
2 67 (23.34%) Microsoft Azure
3 26 (9.06%) AWS CloudFormation
3 26 (9.06%) GitHub
4 24 (8.36%) Amazon EC2
5 20 (6.97%) Google Cloud Platform
6 15 (5.23%) Amazon CloudWatch
7 14 (4.88%) SaaS
8 12 (4.18%) AWS Lambda
8 12 (4.18%) Serverless
9 11 (3.83%) Cloud Computing
9 11 (3.83%) IaaS
10 10 (3.48%) Amazon ElastiCache
11 9 (3.14%) CloudFront
11 9 (3.14%) Virtual Private Cloud
12 8 (2.79%) AWS Elastic Beanstalk
12 8 (2.79%) Datadog
12 8 (2.79%) PaaS
12 8 (2.79%) Route 53
13 7 (2.44%) Akamai
Communications & Networking
1 13 (4.53%) Firewall
1 13 (4.53%) TCP/IP
2 6 (2.09%) Network Security
3 5 (1.74%) Ethernet
3 5 (1.74%) Internet
4 4 (1.39%) DNS
5 3 (1.05%) LDAP
5 3 (1.05%) VPN
6 2 (0.70%) Cisco ASA
6 2 (0.70%) Cisco Nexus
6 2 (0.70%) SAN
7 1 (0.35%) Asterisk PBX
7 1 (0.35%) Fibre Channel
7 1 (0.35%) HTTP
7 1 (0.35%) iSCSI
7 1 (0.35%) NAS
7 1 (0.35%) OpenVPN
7 1 (0.35%) RTP
7 1 (0.35%) Software-Defined Networking
7 1 (0.35%) Unified Communications
Database & Business Intelligence
1 47 (16.38%) MongoDB
2 45 (15.68%) MySQL
3 32 (11.15%) PostgreSQL
4 31 (10.80%) NoSQL
5 27 (9.41%) Redis
6 24 (8.36%) Big Data
7 18 (6.27%) Apache Cassandra
8 15 (5.23%) Amazon Redshift
8 15 (5.23%) Hadoop
9 14 (4.88%) Amazon DynamoDB
9 14 (4.88%) Relational Database
9 14 (4.88%) SQL Server
10 11 (3.83%) Amazon RDS
10 11 (3.83%) Blockchain
11 10 (3.48%) InfluxDB
12 9 (3.14%) Neo4j
12 9 (3.14%) RDBMS
13 7 (2.44%) Couchbase
14 6 (2.09%) Riak
15 4 (1.39%) Hazelcast
Development Applications
1 89 (31.01%) Jenkins
2 48 (16.72%) Git (software)
3 35 (12.20%) TeamCity
4 24 (8.36%) Atlassian Bamboo
5 20 (6.97%) JIRA
6 19 (6.62%) Octopus Deploy
7 13 (4.53%) Maven
8 12 (4.18%) MSBuild
9 11 (3.83%) Hudson
9 11 (3.83%) Vagrant
10 10 (3.48%) Bitbucket
11 9 (3.14%) Sonatype Nexus
11 9 (3.14%) Subversion
12 8 (2.79%) Travis CI
13 7 (2.44%) RSpec
13 7 (2.44%) webpack
14 6 (2.09%) CircleCI
14 6 (2.09%) Team Foundation Server
15 5 (1.74%) Artifactory
15 5 (1.74%) Babel
General
1 57 (19.86%) Finance
2 36 (12.54%) Banking
3 16 (5.57%) Marketing
4 12 (4.18%) Advertising
5 10 (3.48%) Retail
6 8 (2.79%) Law
7 6 (2.09%) Financial Institution
8 5 (1.74%) Investment Banking
8 5 (1.74%) Telecoms
9 4 (1.39%) Back Office
9 4 (1.39%) Games
9 4 (1.39%) Publishing
10 3 (1.05%) Digital Economy
11 1 (0.35%) Front Office
Job Titles
1 106 (36.93%) DevOps Engineer
2 56 (19.51%) Developer
3 25 (8.71%) Senior DevOps
4 23 (8.01%) Senior DevOps Engineer
5 21 (7.32%) Java Developer
6 18 (6.27%) Administrator
6 18 (6.27%) Linux Engineer
7 17 (5.92%) Lead DevOps
8 15 (5.23%) AWS DevOps
9 14 (4.88%) .NET Developer
9 14 (4.88%) AWS Engineer
9 14 (4.88%) Linux/Unix DevOps
9 14 (4.88%) Systems Administrator
10 13 (4.53%) AWS DevOps Engineer
11 12 (4.18%) Architect
11 12 (4.18%) C# .NET Developer
11 12 (4.18%) C# Developer
11 12 (4.18%) Linux DevOps Engineer
11 12 (4.18%) Systems Engineer
12 11 (3.83%) Lead Developer
Libraries, Frameworks & Software Standards
1 50 (17.42%) Node.js
2 34 (11.85%) Web Services
3 33 (11.50%) Elastic Stack
4 24 (8.36%) .NET
5 20 (6.97%) Kafka
5 20 (6.97%) React
6 16 (5.57%) HTML
7 15 (5.23%) ASP.NET
7 15 (5.23%) CSS
8 14 (4.88%) RESTful
9 13 (4.53%) AngularJS
10 12 (4.18%) ASP.NET Web API
11 11 (3.83%) HATEOAS
11 11 (3.83%) LAMP
11 11 (3.83%) RabbitMQ
12 10 (3.48%) REST
13 8 (2.79%) LEMP Stack
13 8 (2.79%) Ruby on Rails
13 8 (2.79%) SOAP
14 7 (2.44%) React Native
Miscellaneous
1 26 (9.06%) Fintech
2 20 (6.97%) Greenfield Project
3 15 (5.23%) Enterprise Software
3 15 (5.23%) Linux Command Line
4 12 (4.18%) Computer Science
5 11 (3.83%) Online Banking
6 10 (3.48%) Data Centre
7 8 (2.79%) Public Cloud
8 5 (1.74%) Bitcoin
8 5 (1.74%) Cyberthreat
9 4 (1.39%) BBC
9 4 (1.39%) Foreign Exchange (FX)
9 4 (1.39%) Hedge funds
9 4 (1.39%) Replication
9 4 (1.39%) STB
9 4 (1.39%) User Experience
10 3 (1.05%) Management Information System
10 3 (1.05%) Private Cloud
11 2 (0.70%) Hybrid Cloud
12 1 (0.35%) BYOD
Operating Systems
1 168 (58.54%) Linux
2 46 (16.03%) Windows
3 34 (11.85%) Unix
4 28 (9.76%) CentOS
5 18 (6.27%) Red Hat Enterprise Linux
5 18 (6.27%) Ubuntu
6 13 (4.53%) Windows Server
7 4 (1.39%) Debian
7 4 (1.39%) Fedora
8 3 (1.05%) CoreOS
8 3 (1.05%) Solaris
8 3 (1.05%) Windows 10
8 3 (1.05%) Windows 7
8 3 (1.05%) Windows Server 2008
9 2 (0.70%) AIX
9 2 (0.70%) Android
9 2 (0.70%) Apple iOS
10 1 (0.35%) VMS
Processes & Methodologies
1 214 (74.56%) DevOps
2 99 (34.49%) Agile Software Development
3 98 (34.15%) Continuous Integration
4 90 (31.36%) Configuration Management
5 66 (23.00%) Microservices
6 46 (16.03%) Software Engineering
7 39 (13.59%) E-Commerce
8 33 (11.50%) Line Management
9 29 (10.10%) Migration
10 28 (9.76%) Machine Learning
10 28 (9.76%) Scrum
11 27 (9.41%) Open Source
11 27 (9.41%) TDD
12 26 (9.06%) Continuous Delivery
13 21 (7.32%) Coaching
14 18 (6.27%) Mentoring
15 17 (5.92%) Continuous Improvement
16 16 (5.57%) Auto-Scaling
16 16 (5.57%) SOLID
17 15 (5.23%) Test Automation
Programming Languages
1 151 (52.61%) Python
2 82 (28.57%) Java
3 75 (26.13%) Bash Shell
4 58 (20.21%) Ruby
5 46 (16.03%) Perl
6 44 (15.33%) SQL
7 40 (13.94%) Scala
8 35 (12.20%) JavaScript
9 33 (11.50%) PowerShell
10 25 (8.71%) Go
10 25 (8.71%) Shell Script
11 24 (8.36%) C#
12 23 (8.01%) PHP
13 10 (3.48%) C++
14 6 (2.09%) Kotlin
15 5 (1.74%) Solidity
16 4 (1.39%) Clojure
17 3 (1.05%) C
17 3 (1.05%) T-SQL
18 2 (0.70%) VBScript
Qualifications
1 16 (5.57%) Degree
2 11 (3.83%) Computer Science Degree
3 1 (0.35%) (ISC)2 CCSP
3 1 (0.35%) CISA
3 1 (0.35%) CISM
3 1 (0.35%) CISSP
3 1 (0.35%) CSSLP
3 1 (0.35%) Master's Degree
3 1 (0.35%) Numerate Degree
3 1 (0.35%) SANS
3 1 (0.35%) SC Cleared
3 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 6 (2.09%) QA
2 3 (1.05%) GCP
3 1 (0.35%) DICOM
3 1 (0.35%) HL7
3 1 (0.35%) SLA
System Software
1 139 (48.43%) Docker
2 12 (4.18%) VMware Infrastructure
3 11 (3.83%) LXC
4 10 (3.48%) Active Directory
5 6 (2.09%) Xen
6 5 (1.74%) vSphere
7 4 (1.39%) iptables
7 4 (1.39%) VirtualBox
8 3 (1.05%) Microsoft App-V
8 3 (1.05%) Varnish
8 3 (1.05%) XenServer
9 2 (0.70%) Apache ZooKeeper
9 2 (0.70%) Hyper-V
10 1 (0.35%) Ceph
10 1 (0.35%) Kamailio
10 1 (0.35%) KVM
10 1 (0.35%) NFS
10 1 (0.35%) VMware ESXi
Systems Management
1 158 (55.05%) Puppet
2 125 (43.55%) Opscode Chef
3 77 (26.83%) Terraform
4 59 (20.56%) Kubernetes
5 24 (8.36%) Salt
6 16 (5.57%) Nagios
7 15 (5.23%) Grafana
8 14 (4.88%) logstash
9 13 (4.53%) Kibana
10 9 (3.14%) Mesos
11 7 (2.44%) Docker Swarm
12 6 (2.09%) ITRS Geneos
12 6 (2.09%) Packer
13 5 (1.74%) BMC PATROL
13 5 (1.74%) HAProxy
13 5 (1.74%) Icinga
13 5 (1.74%) SCCM
13 5 (1.74%) ZABBIX
14 4 (1.39%) Rancher
15 3 (1.05%) Tivoli
Vendors
1 27 (9.41%) Red Hat
2 26 (9.06%) Microsoft
2 26 (9.06%) VMware
3 25 (8.71%) Oracle
4 19 (6.62%) Google
5 15 (5.23%) New Relic
5 15 (5.23%) Splunk
6 10 (3.48%) Rackspace
7 9 (3.14%) Citrix
8 8 (2.79%) BMC
8 8 (2.79%) PagerDuty
9 6 (2.09%) Adthena
9 6 (2.09%) Atlassian
9 6 (2.09%) SaltStack
9 6 (2.09%) TIBCO
10 5 (1.74%) Cisco
11 4 (1.39%) Arqiva
11 4 (1.39%) BT
11 4 (1.39%) EMC
11 4 (1.39%) Siebel