Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Ansible
Central London > City of London
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 92 110 110
Rank change year-on-year +18 0 +163
Permanent jobs citing Ansible 380 281 338
As % of all permanent IT jobs advertised in the City of London 3.44% 2.77% 2.72%
As % of the Systems Management category 31.54% 25.78% 24.58%
Number of salaries quoted 354 272 330
City of London median annual salary £70,000 £70,000 £62,500
Median salary % change year-on-year - +12.00% -1.96%
10th Percentile £52,500 £50,000 £43,750
90th Percentile £100,000 £105,000 £82,625
Central London median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -

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 1,205 1,090 1,375
As % of all permanent IT jobs advertised in the City of London 10.91% 10.73% 11.05%
Number of salaries quoted 1,095 998 1,243
City of London median annual salary £67,500 £60,000 £57,500
Median salary % change year-on-year +12.50% +4.35% -
10th Percentile £41,000 £37,000 £36,250
90th Percentile £95,000 £93,750 £82,500
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 21 September 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 21 September 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 - 1 £50,000 -
Ansible
Central London

For the 6 months to 21 September 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.

1 296 (77.89%) DevOps
2 247 (65.00%) Linux
3 230 (60.53%) Docker
3 230 (60.53%) Amazon AWS
3 230 (60.53%) Puppet
4 214 (56.32%) Python
5 176 (46.32%) Opscode Chef
6 167 (43.95%) Jenkins
7 150 (39.47%) Kubernetes
8 145 (38.16%) Microsoft Azure
9 129 (33.95%) Agile Software Development
10 128 (33.68%) Configuration Management
11 113 (29.74%) Bash Shell
12 86 (22.63%) Java
13 84 (22.11%) Finance
14 82 (21.58%) Terraform
15 80 (21.05%) Ruby
16 76 (20.00%) Google Cloud Platform
17 75 (19.74%) Continuous Integration
18 74 (19.47%) Windows
19 69 (18.16%) Scrum
20 62 (16.32%) VMware
20 62 (16.32%) Git (software)
21 57 (15.00%) JavaScript
22 55 (14.47%) Google
22 55 (14.47%) Open Source
23 54 (14.21%) VMware Infrastructure
23 54 (14.21%) Fintech
24 47 (12.37%) Salt
25 46 (12.11%) PowerShell

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 41 (10.79%) OpenStack
2 22 (5.79%) Elasticsearch
3 17 (4.47%) Apache
4 11 (2.89%) Tomcat
5 10 (2.63%) Apache Spark
5 10 (2.63%) nginx
6 7 (1.84%) Hyperledger
7 6 (1.58%) JBoss
8 5 (1.32%) Confluence
8 5 (1.32%) MS Exchange
9 4 (1.05%) SharePoint
10 3 (0.79%) IIS
10 3 (0.79%) uWSGI
11 2 (0.53%) CMS
11 2 (0.53%) Drupal
11 2 (0.53%) Ethereum
11 2 (0.53%) GemFire
11 2 (0.53%) NServiceBus
11 2 (0.53%) WebSphere
12 1 (0.26%) GlassFish
Business Applications
1 12 (3.16%) Distributed Ledger
2 1 (0.26%) Magento
2 1 (0.26%) Salesforce.com CRM
Cloud Services
1 230 (60.53%) Amazon AWS
2 145 (38.16%) Microsoft Azure
3 76 (20.00%) Google Cloud Platform
4 29 (7.63%) AWS CloudFormation
5 17 (4.47%) Amazon EC2
6 16 (4.21%) SaaS
7 15 (3.95%) Serverless
8 14 (3.68%) AWS Lambda
9 13 (3.42%) Amazon S3
10 12 (3.16%) Cloud Computing
11 11 (2.89%) OpenShift
12 10 (2.63%) GitHub
12 10 (2.63%) IaaS
12 10 (2.63%) PaaS
13 8 (2.11%) Virtual Private Cloud
14 7 (1.84%) Datadog
14 7 (1.84%) Route 53
15 6 (1.58%) Amazon CloudWatch
15 6 (1.58%) Amazon ElastiCache
15 6 (1.58%) AWS CodePipeline
Communications & Networking
1 27 (7.11%) Firewall
2 25 (6.58%) DNS
3 16 (4.21%) VPN
4 13 (3.42%) SAN
4 13 (3.42%) TCP/IP
5 9 (2.37%) DHCP
6 8 (2.11%) WAN
7 6 (1.58%) NX-OS
8 5 (1.32%) Cisco IOS
8 5 (1.32%) Internet
8 5 (1.32%) LAN
8 5 (1.32%) MPLS
9 4 (1.05%) BGP
9 4 (1.05%) SSL
10 3 (0.79%) HTTP
10 3 (0.79%) SSH
11 2 (0.53%) AMQP
11 2 (0.53%) Intrusion Detection
11 2 (0.53%) NAS
11 2 (0.53%) PBX
Database & Business Intelligence
1 34 (8.95%) MySQL
2 24 (6.32%) Blockchain
3 21 (5.53%) Big Data
4 19 (5.00%) MongoDB
5 15 (3.95%) Amazon RDS
6 14 (3.68%) NoSQL
6 14 (3.68%) PostgreSQL
6 14 (3.68%) SQL Server
7 8 (2.11%) InfluxDB
7 8 (2.11%) Relational Database
8 7 (1.84%) Amazon DynamoDB
8 7 (1.84%) Redis
9 6 (1.58%) Apache Cassandra
9 6 (1.58%) Hadoop
10 4 (1.05%) Azure SQL Database
10 4 (1.05%) RDBMS
11 2 (0.53%) SQL Server 2012
11 2 (0.53%) SQL Server Analysis Services
11 2 (0.53%) SQL Server Integration Services
11 2 (0.53%) SQL Server Reporting Services
Development Applications
1 167 (43.95%) Jenkins
2 62 (16.32%) Git (software)
3 41 (10.79%) Maven
4 39 (10.26%) TeamCity
5 29 (7.63%) Octopus Deploy
6 21 (5.53%) Atlassian Bamboo
6 21 (5.53%) Team Foundation Server
7 20 (5.26%) Ant
8 17 (4.47%) JIRA
9 15 (3.95%) Gradle
9 15 (3.95%) Subversion
10 10 (2.63%) Bitbucket
10 10 (2.63%) Sonatype Nexus
11 9 (2.37%) GitLab
12 8 (2.11%) Cucumber
13 7 (1.84%) Artifactory
13 7 (1.84%) CF BOSH
13 7 (1.84%) Hudson
14 6 (1.58%) Visual Studio Team System
15 5 (1.32%) CircleCI
General
1 84 (22.11%) Finance
2 25 (6.58%) Law
3 23 (6.05%) Banking
4 15 (3.95%) Advertising
5 13 (3.42%) Retail
6 12 (3.16%) Telecoms
7 8 (2.11%) Legal
8 6 (1.58%) Investment Banking
8 6 (1.58%) Marketing
9 5 (1.32%) Games
10 3 (0.79%) Financial Institution
10 3 (0.79%) French Language
10 3 (0.79%) Spanish Language
11 1 (0.26%) Back Office
11 1 (0.26%) Billing
11 1 (0.26%) Front Office
11 1 (0.26%) Manufacturing
11 1 (0.26%) Publishing
Job Titles
1 197 (51.84%) DevOps Engineer
2 46 (12.11%) Senior DevOps
3 42 (11.05%) Developer
3 42 (11.05%) Senior DevOps Engineer
4 36 (9.47%) Linux Engineer
5 31 (8.16%) AWS Engineer
5 31 (8.16%) Cloud Engineer
6 29 (7.63%) AWS DevOps
7 26 (6.84%) Administrator
8 25 (6.58%) Lead DevOps
9 24 (6.32%) Systems Engineer
10 23 (6.05%) Infrastructure Engineer
10 23 (6.05%) Systems Administrator
11 22 (5.79%) AWS DevOps Engineer
12 21 (5.53%) Linux/Unix DevOps
13 20 (5.26%) Automation Engineer
14 18 (4.74%) Linux DevOps Engineer
14 18 (4.74%) Platform Engineer
15 16 (4.21%) Azure Developer
15 16 (4.21%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 39 (10.26%) Node.js
2 33 (8.68%) .NET
3 32 (8.42%) AngularJS
4 29 (7.63%) Web Services
5 23 (6.05%) Elastic Stack
5 23 (6.05%) HTML
6 20 (5.26%) Spring
7 19 (5.00%) CSS
7 19 (5.00%) REST
8 17 (4.47%) ASP.NET
8 17 (4.47%) Vue.js
9 13 (3.42%) Spring Boot
10 11 (2.89%) React
11 9 (2.37%) Express
11 9 (2.37%) Kafka
11 9 (2.37%) Middleware
11 9 (2.37%) Smart Contracts
12 8 (2.11%) RabbitMQ
12 8 (2.11%) RESTful
13 7 (1.84%) LAMP
Miscellaneous
1 54 (14.21%) Fintech
2 39 (10.26%) Data Centre
3 20 (5.26%) Public Cloud
4 15 (3.95%) Analytical Skills
5 14 (3.68%) Computer Science
6 12 (3.16%) Enterprise Software
6 12 (3.16%) Management Information System
7 8 (2.11%) Greenfield Project
7 8 (2.11%) User Experience
8 6 (1.58%) Hedge funds
8 6 (1.58%) Virtual Team
9 5 (1.32%) Linux Command Line
10 4 (1.05%) Clustering
10 4 (1.05%) Self-Motivation
11 3 (0.79%) Fixed Income
11 3 (0.79%) Video Conferencing
11 3 (0.79%) Video\Live Streaming
12 2 (0.53%) Foreign Exchange (FX)
12 2 (0.53%) Replication
12 2 (0.53%) Social Media
Operating Systems
1 247 (65.00%) Linux
2 74 (19.47%) Windows
3 31 (8.16%) Red Hat Enterprise Linux
4 26 (6.84%) CentOS
5 20 (5.26%) Windows Server
6 19 (5.00%) Ubuntu
6 19 (5.00%) Unix
7 7 (1.84%) Debian
7 7 (1.84%) Windows Server 2008
8 3 (0.79%) Amazon Linux
8 3 (0.79%) Windows Server 2012
9 2 (0.53%) DC/OS
9 2 (0.53%) Solaris
9 2 (0.53%) VyOS
10 1 (0.26%) Android
10 1 (0.26%) Apple iOS
10 1 (0.26%) Mac OS
Processes & Methodologies
1 296 (77.89%) DevOps
2 129 (33.95%) Agile Software Development
3 128 (33.68%) Configuration Management
4 75 (19.74%) Continuous Integration
5 69 (18.16%) Scrum
6 55 (14.47%) Open Source
7 45 (11.84%) Deployment Automation
8 39 (10.26%) Microservices
9 37 (9.74%) Test Automation
10 35 (9.21%) Continuous Delivery
11 31 (8.16%) Infrastructure Engineering
12 28 (7.37%) Kanban
13 27 (7.11%) E-Commerce
13 27 (7.11%) Problem-Solving
14 26 (6.84%) Stakeholder Management
15 23 (6.05%) Software Engineering
16 21 (5.53%) High Availability
17 20 (5.26%) Continuous Improvement
17 20 (5.26%) TDD
18 18 (4.74%) Migration
Programming Languages
1 214 (56.32%) Python
2 113 (29.74%) Bash Shell
3 86 (22.63%) Java
4 80 (21.05%) Ruby
5 57 (15.00%) JavaScript
6 46 (12.11%) PowerShell
7 44 (11.58%) Perl
8 33 (8.68%) C#
9 30 (7.89%) SQL
10 26 (6.84%) PHP
11 24 (6.32%) Go
12 21 (5.53%) C++
13 16 (4.21%) Shell Script
14 12 (3.16%) T-SQL
15 11 (2.89%) PL/SQL
16 10 (2.63%) Scala
17 8 (2.11%) C
18 7 (1.84%) Groovy
19 4 (1.05%) Java 8
20 3 (0.79%) TypeScript
Qualifications
1 13 (3.42%) Degree
2 10 (2.63%) RHCE
3 9 (2.37%) AWS Certification
4 5 (1.32%) RHCSA
5 4 (1.05%) CCNP
5 4 (1.05%) CCSP
5 4 (1.05%) Cisco Certification
5 4 (1.05%) Computer Science Degree
5 4 (1.05%) MCSA
5 4 (1.05%) MCSE
5 4 (1.05%) Microsoft Certification
6 2 (0.53%) Security Cleared
7 1 (0.26%) CISSP
7 1 (0.26%) ITIL Foundation Certificate
7 1 (0.26%) PhD
7 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 24 (6.32%) GCP
2 18 (4.74%) QA
3 2 (0.53%) GDPR
3 2 (0.53%) MiFID
4 1 (0.26%) SLA
System Software
1 230 (60.53%) Docker
2 54 (14.21%) VMware Infrastructure
3 20 (5.26%) Active Directory
4 17 (4.47%) Hyper-V
5 15 (3.95%) VMware ESXi
6 14 (3.68%) vSphere
7 8 (2.11%) Virtual Machines
8 7 (1.84%) KVM
8 7 (1.84%) Xen
9 5 (1.32%) VirtualBox
10 4 (1.05%) LXC
10 4 (1.05%) QEMU
11 3 (0.79%) Varnish
12 2 (0.53%) iptables
12 2 (0.53%) RHEV
12 2 (0.53%) Virtual Desktop
13 1 (0.26%) Apache ZooKeeper
13 1 (0.26%) etcd
13 1 (0.26%) Firmware
13 1 (0.26%) PowerDNS
Systems Management
1 230 (60.53%) Puppet
2 176 (46.32%) Opscode Chef
3 150 (39.47%) Kubernetes
4 82 (21.58%) Terraform
5 47 (12.37%) Salt
6 21 (5.53%) Nagios
7 19 (5.00%) Docker Swarm
8 10 (2.63%) Consul
8 10 (2.63%) vCenter Server
9 9 (2.37%) vRealize
10 8 (2.11%) Mesos
11 7 (1.84%) Grafana
12 6 (1.58%) Prometheus
13 5 (1.32%) Backup Exec
13 5 (1.32%) Icinga
13 5 (1.32%) Kibana
13 5 (1.32%) SCCM
14 4 (1.05%) logstash
14 4 (1.05%) Packer
15 3 (0.79%) Riemann
Vendors
1 62 (16.32%) VMware
2 55 (14.47%) Google
3 45 (11.84%) Red Hat
4 29 (7.63%) Microsoft
5 19 (5.00%) Cisco
6 17 (4.47%) Splunk
7 15 (3.95%) Citrix
8 14 (3.68%) SaltStack
9 11 (2.89%) IBM
10 9 (2.37%) Perforce
11 8 (2.11%) New Relic
12 7 (1.84%) Atlassian
13 6 (1.58%) Veeam
14 5 (1.32%) F5
14 5 (1.32%) Oracle
14 5 (1.32%) Palo Alto
15 4 (1.05%) AppDynamics
15 4 (1.05%) CheckPoint
15 4 (1.05%) Dell
15 4 (1.05%) HP