Period
to 17 February 2018

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 17 February 2018 with a comparison to the same period in the previous 2 years.

Ansible
Central London > City of London
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 113 141 170
Rank change year-on-year +28 +29 +258
Permanent jobs citing Ansible 288 216 229
As % of all permanent IT jobs advertised in the City of London 2.70% 2.06% 1.64%
As % of the Systems Management category 27.07% 20.32% 16.50%
Number of salaries quoted 258 197 212
City of London median annual salary £73,750 £65,000 £62,500
Median salary % change year-on-year +13.46% +4.00% +25.00%
10th Percentile £49,625 £46,250 £46,250
90th Percentile £103,750 £97,500 £87,500
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +13.64%

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 1,064 1,063 1,388
As % of all permanent IT jobs advertised in the City of London 9.98% 10.13% 9.92%
Number of salaries quoted 962 964 1,218
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £38,500 £36,250 £37,500
90th Percentile £97,500 £88,375 £84,125
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 17 February 2018.

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 17 February 2018. 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 - 2 £80,000 - 1
Ansible
Central London

For the 6 months to 17 February 2018, IT 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 permanent job ads across the City of London region with a requirement for Ansible.

1 222 (77.08%) DevOps
2 178 (61.81%) Linux
3 177 (61.46%) Amazon AWS
4 161 (55.90%) Puppet
5 152 (52.78%) Docker
6 148 (51.39%) Python
7 139 (48.26%) Opscode Chef
8 111 (38.54%) Configuration Management
9 104 (36.11%) Agile Software Development
10 100 (34.72%) Jenkins
11 93 (32.29%) Continuous Integration
12 87 (30.21%) Terraform
13 73 (25.35%) Microservices
13 73 (25.35%) Finance
14 72 (25.00%) Java
15 71 (24.65%) Kubernetes
16 65 (22.57%) Microsoft Azure
17 63 (21.88%) Bash Shell
18 51 (17.71%) Windows
19 50 (17.36%) Software Engineering
20 49 (17.01%) Ruby
21 47 (16.32%) MySQL
22 46 (15.97%) MongoDB
23 44 (15.28%) Fintech
24 42 (14.58%) Open Source
25 41 (14.24%) PowerShell
26 40 (13.89%) Banking
27 39 (13.54%) Git (software)
27 39 (13.54%) Elasticsearch
28 37 (12.85%) TeamCity

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 39 (13.54%) Elasticsearch
2 28 (9.72%) Apache
3 27 (9.38%) Apache Spark
4 18 (6.25%) nginx
5 17 (5.90%) OpenStack
6 6 (2.08%) CMS
6 6 (2.08%) Confluence
7 5 (1.74%) Ethereum
7 5 (1.74%) Hyperledger
7 5 (1.74%) Tomcat
8 4 (1.39%) IIS
8 4 (1.39%) JBoss
9 3 (1.04%) Apache Airflow
9 3 (1.04%) NServiceBus
10 2 (0.69%) Cloud Foundry
10 2 (0.69%) Oracle Workflow
10 2 (0.69%) WebLogic
10 2 (0.69%) WebSphere
11 1 (0.35%) Drupal
11 1 (0.35%) GlassFish
Applications
1 2 (0.69%) HipChat
2 1 (0.35%) Microsoft Office
Business Applications
1 5 (1.74%) Distributed Ledger
2 2 (0.69%) R3 Corda
3 1 (0.35%) Dynamics CRM
3 1 (0.35%) NetSuite
3 1 (0.35%) WebTrends
3 1 (0.35%) Workday HCM
Cloud Services
1 177 (61.46%) Amazon AWS
2 65 (22.57%) Microsoft Azure
3 31 (10.76%) AWS CloudFormation
4 26 (9.03%) Amazon EC2
5 22 (7.64%) Google Cloud Platform
6 18 (6.25%) SaaS
7 15 (5.21%) GitHub
8 12 (4.17%) IaaS
9 10 (3.47%) Amazon S3
9 10 (3.47%) Cloud Computing
10 9 (3.13%) PaaS
11 7 (2.43%) AWS Lambda
11 7 (2.43%) Serverless
12 6 (2.08%) Datadog
12 6 (2.08%) Slack
12 6 (2.08%) Trello
13 5 (1.74%) CloudFront
14 4 (1.39%) Amazon ElastiCache
14 4 (1.39%) OpenShift
14 4 (1.39%) Route 53
Communications & Networking
1 24 (8.33%) TCP/IP
2 13 (4.51%) Firewall
3 11 (3.82%) DNS
4 7 (2.43%) VPN
5 5 (1.74%) Ethernet
6 4 (1.39%) HTTP
6 4 (1.39%) SAN
7 3 (1.04%) NAS
7 3 (1.04%) Network Security
8 2 (0.69%) BGP
8 2 (0.69%) Cisco ASA
8 2 (0.69%) Internet
8 2 (0.69%) SMTP
8 2 (0.69%) WAN
9 1 (0.35%) DHCP
9 1 (0.35%) LAN
9 1 (0.35%) OSPF
9 1 (0.35%) RTP
9 1 (0.35%) SNMP
9 1 (0.35%) VoIP
Database & Business Intelligence
1 47 (16.32%) MySQL
2 46 (15.97%) MongoDB
3 30 (10.42%) Big Data
3 30 (10.42%) PostgreSQL
4 24 (8.33%) NoSQL
5 20 (6.94%) Hadoop
6 17 (5.90%) Relational Database
7 15 (5.21%) Apache Cassandra
8 14 (4.86%) Redis
9 11 (3.82%) Amazon RDS
9 11 (3.82%) RDBMS
10 9 (3.13%) Amazon DynamoDB
10 9 (3.13%) SQL Server
11 8 (2.78%) Amazon Redshift
11 8 (2.78%) Blockchain
12 7 (2.43%) Hazelcast
13 5 (1.74%) HBase
13 5 (1.74%) InfluxDB
13 5 (1.74%) SQLite
14 4 (1.39%) Neo4j
Development Applications
1 100 (34.72%) Jenkins
2 39 (13.54%) Git (software)
3 37 (12.85%) TeamCity
4 35 (12.15%) Atlassian Bamboo
5 25 (8.68%) Octopus Deploy
6 19 (6.60%) MSBuild
7 17 (5.90%) Maven
8 13 (4.51%) JIRA
9 12 (4.17%) Bitbucket
9 12 (4.17%) Hudson
10 11 (3.82%) Subversion
11 10 (3.47%) Vagrant
12 8 (2.78%) CircleCI
12 8 (2.78%) Sonatype Nexus
12 8 (2.78%) Visual Studio Team System
13 7 (2.43%) Travis CI
13 7 (2.43%) webpack
14 5 (1.74%) Artifactory
14 5 (1.74%) Babel
14 5 (1.74%) RSpec
General
1 73 (25.35%) Finance
2 40 (13.89%) Banking
3 20 (6.94%) Retail
4 10 (3.47%) Advertising
5 9 (3.13%) Law
5 9 (3.13%) Marketing
6 8 (2.78%) Investment Banking
7 7 (2.43%) Financial Institution
8 5 (1.74%) Publishing
9 4 (1.39%) Games
10 3 (1.04%) Back Office
10 3 (1.04%) Digital Economy
10 3 (1.04%) Telecoms
11 2 (0.69%) Pharmaceutical
12 1 (0.35%) Legal
Job Titles
1 99 (34.38%) DevOps Engineer
2 68 (23.61%) Developer
3 25 (8.68%) AWS DevOps
3 25 (8.68%) AWS Engineer
4 23 (7.99%) Administrator
5 21 (7.29%) .NET Developer
5 21 (7.29%) Java Developer
6 19 (6.60%) C# .NET Developer
6 19 (6.60%) C# Developer
6 19 (6.60%) Linux Engineer
7 18 (6.25%) ASP.NET Developer
7 18 (6.25%) C# ASP.NET Developer
7 18 (6.25%) Lead .NET Developer
7 18 (6.25%) Lead C# Developer
7 18 (6.25%) Lead Developer
7 18 (6.25%) Lead DevOps
7 18 (6.25%) Senior DevOps
8 17 (5.90%) Senior DevOps Engineer
9 16 (5.56%) AWS DevOps Engineer
9 16 (5.56%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 35 (12.15%) Node.js
2 32 (11.11%) .NET
3 28 (9.72%) Web Services
4 22 (7.64%) RESTful
5 20 (6.94%) ASP.NET
5 20 (6.94%) Elastic Stack
6 19 (6.60%) ASP.NET Web API
7 18 (6.25%) HATEOAS
8 16 (5.56%) Kafka
9 15 (5.21%) LAMP
9 15 (5.21%) RabbitMQ
10 14 (4.86%) CSS
10 14 (4.86%) HTML
10 14 (4.86%) REST
11 11 (3.82%) AngularJS
12 10 (3.47%) LEMP Stack
12 10 (3.47%) React
12 10 (3.47%) Spring
13 9 (3.13%) SOAP
14 8 (2.78%) Flask
Miscellaneous
1 44 (15.28%) Fintech
2 27 (9.38%) Greenfield Project
3 18 (6.25%) Online Banking
4 15 (5.21%) Public Cloud
5 14 (4.86%) Computer Science
6 9 (3.13%) Data Centre
7 8 (2.78%) Linux Command Line
8 7 (2.43%) Hedge funds
9 6 (2.08%) Enterprise Software
10 5 (1.74%) Bitcoin
10 5 (1.74%) Cyberthreat
10 5 (1.74%) Foreign Exchange (FX)
11 4 (1.39%) BBC
11 4 (1.39%) Private Cloud
11 4 (1.39%) STB
12 3 (1.04%) Algorithms
12 3 (1.04%) Data Structures
12 3 (1.04%) User Experience
12 3 (1.04%) Virtual Team
13 2 (0.69%) Renewable Energy
Operating Systems
1 178 (61.81%) Linux
2 51 (17.71%) Windows
3 25 (8.68%) Unix
4 23 (7.99%) CentOS
5 18 (6.25%) Red Hat Enterprise Linux
6 16 (5.56%) Windows Server
7 13 (4.51%) Ubuntu
8 4 (1.39%) Fedora
9 3 (1.04%) Solaris
10 2 (0.69%) Android
10 2 (0.69%) Apple iOS
10 2 (0.69%) Debian
10 2 (0.69%) Windows Server 2008
11 1 (0.35%) AIX
11 1 (0.35%) CoreOS
11 1 (0.35%) Mac OS
11 1 (0.35%) VMS
11 1 (0.35%) Windows 10
11 1 (0.35%) Windows 7
Processes & Methodologies
1 222 (77.08%) DevOps
2 111 (38.54%) Configuration Management
3 104 (36.11%) Agile Software Development
4 93 (32.29%) Continuous Integration
5 73 (25.35%) Microservices
6 50 (17.36%) Software Engineering
7 42 (14.58%) Open Source
8 37 (12.85%) Scrum
9 30 (10.42%) E-Commerce
10 29 (10.07%) Migration
11 27 (9.38%) Line Management
12 26 (9.03%) SOLID
12 26 (9.03%) TDD
13 23 (7.99%) Continuous Delivery
14 22 (7.64%) Machine Learning
15 20 (6.94%) Mentoring
16 18 (6.25%) CQRS
16 18 (6.25%) Domain-Driven Design
17 17 (5.90%) Test Automation
18 15 (5.21%) Auto-Scaling
Programming Languages
1 148 (51.39%) Python
2 72 (25.00%) Java
3 63 (21.88%) Bash Shell
4 49 (17.01%) Ruby
5 41 (14.24%) PowerShell
6 34 (11.81%) Perl
7 33 (11.46%) Scala
8 31 (10.76%) JavaScript
8 31 (10.76%) SQL
9 29 (10.07%) C#
10 22 (7.64%) Shell Script
11 19 (6.60%) PHP
12 15 (5.21%) Go
13 8 (2.78%) Kotlin
14 6 (2.08%) C++
15 5 (1.74%) ES7
15 5 (1.74%) Solidity
16 4 (1.39%) C
17 2 (0.69%) T-SQL
18 1 (0.35%) PHP 7
Qualifications
1 20 (6.94%) Degree
2 16 (5.56%) Computer Science Degree
3 4 (1.39%) Numerate Degree
4 2 (0.69%) CCNP
4 2 (0.69%) CCSP
4 2 (0.69%) Cisco Certification
4 2 (0.69%) Master's Degree
5 1 (0.35%) AWS Certification
5 1 (0.35%) RHCE
5 1 (0.35%) SC Cleared
5 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 12 (4.17%) GCP
2 3 (1.04%) QA
2 3 (1.04%) SLA
3 1 (0.35%) DICOM
3 1 (0.35%) HL7
System Software
1 152 (52.78%) Docker
2 15 (5.21%) VMware Infrastructure
3 6 (2.08%) Active Directory
3 6 (2.08%) LXC
4 4 (1.39%) Hyper-V
4 4 (1.39%) KVM
4 4 (1.39%) Xen
5 3 (1.04%) Virtual Machines
6 2 (0.69%) iptables
6 2 (0.69%) VirtualBox
6 2 (0.69%) VMware ESXi
6 2 (0.69%) vSphere
7 1 (0.35%) Apache ZooKeeper
7 1 (0.35%) Ceph
7 1 (0.35%) Kamailio
7 1 (0.35%) Microsoft App-V
7 1 (0.35%) NFS
7 1 (0.35%) RHEV
Systems Management
1 161 (55.90%) Puppet
2 139 (48.26%) Opscode Chef
3 87 (30.21%) Terraform
4 71 (24.65%) Kubernetes
5 19 (6.60%) Nagios
6 18 (6.25%) Salt
7 12 (4.17%) Mesos
8 11 (3.82%) Docker Swarm
9 10 (3.47%) logstash
10 9 (3.13%) Consul
10 9 (3.13%) Grafana
11 6 (2.08%) Kibana
11 6 (2.08%) Packer
12 5 (1.74%) Icinga
12 5 (1.74%) Red Hat Spacewalk
12 5 (1.74%) SCCM
13 4 (1.39%) ITRS Geneos
14 3 (1.04%) Hadoop YARN
14 3 (1.04%) Oozie
14 3 (1.04%) ZABBIX
Vendors
1 26 (9.03%) VMware
2 25 (8.68%) Red Hat
3 19 (6.60%) Microsoft
4 17 (5.90%) Splunk
5 16 (5.56%) Google
6 14 (4.86%) New Relic
6 14 (4.86%) Oracle
7 8 (2.78%) Cisco
8 7 (2.43%) Atlassian
8 7 (2.43%) SaltStack
9 6 (2.08%) Adthena
9 6 (2.08%) Cloudera
9 6 (2.08%) Hortonworks
9 6 (2.08%) MapR
10 5 (1.74%) BT
10 5 (1.74%) Rackspace
11 4 (1.39%) Arqiva
11 4 (1.39%) CheckPoint
11 4 (1.39%) Citrix
11 4 (1.39%) F5