Period
to 20 November 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Ansible
Central London > City of London
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 74 110 132
Rank change year-on-year +36 +22 +92
Permanent jobs citing Ansible 439 278 258
As % of all permanent IT jobs advertised in the City of London 3.93% 2.72% 2.24%
As % of the Systems Management category 32.30% 26.28% 20.74%
Number of salaries quoted 403 259 241
City of London median annual salary £70,000 £70,000 £62,500
Median salary % change year-on-year - +12.00% -3.85%
10th Percentile £50,000 £52,500 £45,000
90th Percentile £97,500 £106,250 £85,000
Central London median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -3.85%

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 1,359 1,058 1,244
As % of all permanent IT jobs advertised in the City of London 12.15% 10.36% 10.79%
Number of salaries quoted 1,241 964 1,123
City of London median annual salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.17% +4.35%
10th Percentile £41,250 £37,725 £36,250
90th Percentile £95,000 £102,500 £85,000
Central London median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +4.35% +1.77%

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 20 November 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 20 November 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 -5 1 £50,000 -41.18%
Ansible
Central London

For the 6 months to 20 November 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.

1 346 (78.82%) DevOps
2 283 (64.46%) Puppet
3 267 (60.82%) Amazon AWS
4 264 (60.14%) Docker
5 259 (59.00%) Linux
6 254 (57.86%) Python
7 211 (48.06%) Opscode Chef
8 191 (43.51%) Jenkins
9 171 (38.95%) Kubernetes
10 163 (37.13%) Microsoft Azure
11 151 (34.40%) Agile Software Development
12 145 (33.03%) Configuration Management
13 128 (29.16%) Bash Shell
14 117 (26.65%) Java
15 114 (25.97%) Terraform
16 96 (21.87%) Ruby
17 94 (21.41%) Finance
18 83 (18.91%) Windows
19 81 (18.45%) Google Cloud Platform
20 72 (16.40%) JavaScript
20 72 (16.40%) Continuous Integration
21 70 (15.95%) Git (software)
22 67 (15.26%) Scrum
23 62 (14.12%) Fintech
24 57 (12.98%) Open Source
25 55 (12.53%) PowerShell
25 55 (12.53%) VMware
25 55 (12.53%) Google
26 53 (12.07%) TeamCity
27 52 (11.85%) Salt

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 43 (9.79%) OpenStack
2 24 (5.47%) Apache
3 20 (4.56%) Elasticsearch
4 19 (4.33%) Tomcat
5 10 (2.28%) Apache Spark
5 10 (2.28%) nginx
6 7 (1.59%) Hyperledger
7 6 (1.37%) IIS
8 4 (0.91%) Apache Solr
8 4 (0.91%) SharePoint
9 3 (0.68%) Confluence
9 3 (0.68%) JBoss
9 3 (0.68%) uWSGI
10 2 (0.46%) CMS
10 2 (0.46%) Drupal
11 1 (0.23%) Adobe Experience Manager
11 1 (0.23%) GemFire
11 1 (0.23%) GlassFish
11 1 (0.23%) NServiceBus
11 1 (0.23%) WebSphere
Applications
1 1 (0.23%) Chatbot
Business Applications
1 10 (2.28%) Distributed Ledger
2 1 (0.23%) Magento
2 1 (0.23%) Salesforce.com CRM
Cloud Services
1 267 (60.82%) Amazon AWS
2 163 (37.13%) Microsoft Azure
3 81 (18.45%) Google Cloud Platform
4 31 (7.06%) AWS CloudFormation
5 24 (5.47%) SaaS
6 20 (4.56%) OpenShift
7 19 (4.33%) Amazon EC2
8 18 (4.10%) AWS Lambda
8 18 (4.10%) Cloud Computing
8 18 (4.10%) Serverless
9 17 (3.87%) Amazon S3
10 14 (3.19%) GitHub
11 13 (2.96%) Amazon CloudWatch
12 11 (2.51%) PaaS
12 11 (2.51%) Virtual Private Cloud
13 10 (2.28%) Datadog
13 10 (2.28%) IaaS
14 8 (1.82%) NuGet
14 8 (1.82%) Route 53
15 6 (1.37%) Amazon ELB
Communications & Networking
1 29 (6.61%) Firewall
2 25 (5.69%) DNS
3 14 (3.19%) TCP/IP
3 14 (3.19%) VPN
4 11 (2.51%) HTTP
4 11 (2.51%) SSL
4 11 (2.51%) WAN
5 9 (2.05%) SAN
6 7 (1.59%) VLAN
7 6 (1.37%) Internet
8 5 (1.14%) BGP
8 5 (1.14%) DHCP
8 5 (1.14%) SSH
9 3 (0.68%) Network Security
10 2 (0.46%) FTP
10 2 (0.46%) Intrusion Detection
10 2 (0.46%) IPsec
10 2 (0.46%) NAS
10 2 (0.46%) PBX
11 1 (0.23%) VoIP
Database & Business Intelligence
1 41 (9.34%) MySQL
2 29 (6.61%) Blockchain
3 23 (5.24%) Big Data
4 22 (5.01%) SQL Server
5 17 (3.87%) Redis
6 14 (3.19%) Amazon RDS
6 14 (3.19%) MongoDB
6 14 (3.19%) PostgreSQL
7 12 (2.73%) NoSQL
8 11 (2.51%) InfluxDB
9 7 (1.59%) Amazon DynamoDB
9 7 (1.59%) Hadoop
10 6 (1.37%) Apache Cassandra
10 6 (1.37%) SQL Server 2012
11 5 (1.14%) Azure SQL Database
11 5 (1.14%) Relational Database
12 4 (0.91%) RDBMS
12 4 (0.91%) SQL Server 2016
13 3 (0.68%) Amazon Redshift
13 3 (0.68%) Apache Hive
Development Applications
1 191 (43.51%) Jenkins
2 70 (15.95%) Git (software)
3 53 (12.07%) TeamCity
4 39 (8.88%) Octopus Deploy
5 34 (7.74%) Atlassian Bamboo
5 34 (7.74%) Maven
6 28 (6.38%) Team Foundation Server
7 18 (4.10%) Gradle
7 18 (4.10%) Subversion
8 16 (3.64%) Ant
9 14 (3.19%) JIRA
9 14 (3.19%) Sonatype Nexus
10 11 (2.51%) Cucumber
10 11 (2.51%) GitLab
11 10 (2.28%) Visual Studio Team System
12 9 (2.05%) Bitbucket
13 8 (1.82%) git-flow
14 7 (1.59%) CF BOSH
14 7 (1.59%) CircleCI
14 7 (1.59%) Hudson
General
1 94 (21.41%) Finance
2 31 (7.06%) Law
3 24 (5.47%) Advertising
4 22 (5.01%) Banking
5 14 (3.19%) Telecoms
6 9 (2.05%) Legal
6 9 (2.05%) Marketing
7 8 (1.82%) Financial Institution
7 8 (1.82%) Games
8 7 (1.59%) Retail
9 4 (0.91%) French Language
9 4 (0.91%) Spanish Language
10 3 (0.68%) Investment Banking
11 1 (0.23%) Back Office
11 1 (0.23%) Billing
11 1 (0.23%) Front Office
11 1 (0.23%) Manufacturing
Job Titles
1 228 (51.94%) DevOps Engineer
2 50 (11.39%) Developer
3 46 (10.48%) Senior DevOps
4 44 (10.02%) Senior DevOps Engineer
5 41 (9.34%) AWS Engineer
5 41 (9.34%) Linux Engineer
6 39 (8.88%) AWS DevOps
7 32 (7.29%) AWS DevOps Engineer
7 32 (7.29%) Linux/Unix DevOps
8 30 (6.83%) Administrator
9 29 (6.61%) Cloud Engineer
9 29 (6.61%) Systems Administrator
10 26 (5.92%) Lead DevOps
10 26 (5.92%) Linux DevOps Engineer
11 24 (5.47%) Systems Engineer
12 21 (4.78%) Infrastructure Engineer
13 20 (4.56%) Platform Engineer
14 18 (4.10%) Azure Developer
14 18 (4.10%) C# Developer
15 17 (3.87%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 43 (9.79%) .NET
2 40 (9.11%) Node.js
3 32 (7.29%) AngularJS
4 31 (7.06%) Web Services
5 27 (6.15%) Elastic Stack
6 23 (5.24%) Spring
7 21 (4.78%) HTML
8 20 (4.56%) CSS
9 19 (4.33%) ASP.NET
9 19 (4.33%) Vue.js
10 17 (3.87%) RabbitMQ
11 15 (3.42%) Middleware
12 14 (3.19%) Spring Boot
13 13 (2.96%) Ruby on Rails
14 12 (2.73%) REST
15 11 (2.51%) Express
15 11 (2.51%) Kafka
16 10 (2.28%) React
17 9 (2.05%) Smart Contracts
18 7 (1.59%) .NET Framework
Miscellaneous
1 62 (14.12%) Fintech
2 37 (8.43%) Data Centre
3 21 (4.78%) Analytical Skills
4 18 (4.10%) Computer Science
4 18 (4.10%) Public Cloud
5 15 (3.42%) Self-Motivation
6 13 (2.96%) Enterprise Software
7 12 (2.73%) User Experience
8 10 (2.28%) Greenfield Project
9 9 (2.05%) Virtual Team
10 7 (1.59%) Hedge funds
11 6 (1.37%) Linux Command Line
12 4 (0.91%) Clustering
12 4 (0.91%) Management Information System
12 4 (0.91%) Video Conferencing
12 4 (0.91%) Video\Live Streaming
13 3 (0.68%) Fixed Income
13 3 (0.68%) Renewable Energy
13 3 (0.68%) Social Media
14 2 (0.46%) Cloud Native
Operating Systems
1 259 (59.00%) Linux
2 83 (18.91%) Windows
3 37 (8.43%) Red Hat Enterprise Linux
4 29 (6.61%) CentOS
5 28 (6.38%) Windows Server
6 19 (4.33%) Ubuntu
7 18 (4.10%) Unix
8 7 (1.59%) Amazon Linux
9 6 (1.37%) Debian
10 3 (0.68%) Windows Server 2012
11 2 (0.46%) Solaris
11 2 (0.46%) Windows Server 2008
12 1 (0.23%) Android
12 1 (0.23%) Apple iOS
12 1 (0.23%) CoreOS
12 1 (0.23%) DC/OS
12 1 (0.23%) Mac OS
12 1 (0.23%) zOS
Processes & Methodologies
1 346 (78.82%) DevOps
2 151 (34.40%) Agile Software Development
3 145 (33.03%) Configuration Management
4 72 (16.40%) Continuous Integration
5 67 (15.26%) Scrum
6 57 (12.98%) Open Source
7 45 (10.25%) Deployment Automation
8 42 (9.57%) Microservices
9 41 (9.34%) Continuous Delivery
9 41 (9.34%) Test Automation
10 34 (7.74%) Software Engineering
11 31 (7.06%) Problem-Solving
12 29 (6.61%) Kanban
13 28 (6.38%) Continuous Improvement
14 26 (5.92%) High Availability
14 26 (5.92%) Stakeholder Management
15 25 (5.69%) E-Commerce
15 25 (5.69%) Infrastructure Engineering
16 22 (5.01%) Continuous Deployment
17 21 (4.78%) Migration
Programming Languages
1 254 (57.86%) Python
2 128 (29.16%) Bash Shell
3 117 (26.65%) Java
4 96 (21.87%) Ruby
5 72 (16.40%) JavaScript
6 55 (12.53%) PowerShell
7 45 (10.25%) SQL
8 39 (8.88%) C#
8 39 (8.88%) Go
8 39 (8.88%) Perl
9 25 (5.69%) PHP
10 24 (5.47%) C++
10 24 (5.47%) Scala
11 17 (3.87%) Shell Script
12 12 (2.73%) Elixir
13 7 (1.59%) Groovy
14 6 (1.37%) T-SQL
15 5 (1.14%) C
15 5 (1.14%) PL/SQL
16 2 (0.46%) TypeScript
Qualifications
1 14 (3.19%) RHCE
2 8 (1.82%) Degree
3 7 (1.59%) AWS Certification
3 7 (1.59%) RHCSA
4 5 (1.14%) Cisco Certification
4 5 (1.14%) Computer Science Degree
5 4 (0.91%) CCNP
5 4 (0.91%) CCSP
5 4 (0.91%) MCSA
5 4 (0.91%) MCSE
5 4 (0.91%) Microsoft Certification
6 3 (0.68%) TOGAF Certification
7 2 (0.46%) Security Cleared
8 1 (0.23%) CCIE
8 1 (0.23%) CCIE Routing and Switching
8 1 (0.23%) CISSP
8 1 (0.23%) ITIL Foundation Certificate
8 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 18 (4.10%) QA
2 9 (2.05%) GDPR
3 8 (1.82%) Cyber Essentials
3 8 (1.82%) HIPAA
3 8 (1.82%) ISO/IEC 27001
4 1 (0.23%) MiFID
4 1 (0.23%) SLA
System Software
1 264 (60.14%) Docker
2 49 (11.16%) VMware Infrastructure
3 24 (5.47%) Active Directory
4 22 (5.01%) Hyper-V
5 15 (3.42%) VMware ESXi
5 15 (3.42%) vSphere
6 8 (1.82%) Virtual Machines
7 6 (1.37%) KVM
7 6 (1.37%) Xen
8 4 (0.91%) QEMU
8 4 (0.91%) VirtualBox
9 3 (0.68%) Varnish
10 2 (0.46%) RHEV
10 2 (0.46%) Virtual Desktop
11 1 (0.23%) Apache ZooKeeper
11 1 (0.23%) etcd
11 1 (0.23%) Firmware
11 1 (0.23%) NFS
11 1 (0.23%) PowerDNS
11 1 (0.23%) VMware NSX
Systems Management
1 283 (64.46%) Puppet
2 211 (48.06%) Opscode Chef
3 171 (38.95%) Kubernetes
4 114 (25.97%) Terraform
5 52 (11.85%) Salt
6 22 (5.01%) Nagios
7 18 (4.10%) Docker Swarm
8 16 (3.64%) Grafana
9 15 (3.42%) vCenter Server
10 14 (3.19%) vRealize
11 12 (2.73%) Kibana
12 11 (2.51%) Consul
12 11 (2.51%) Prometheus
13 8 (1.82%) logstash
13 8 (1.82%) Packer
14 7 (1.59%) Icinga
14 7 (1.59%) Mesos
15 4 (0.91%) Rancher
15 4 (0.91%) SCOM
15 4 (0.91%) Single Sign-On
Vendors
1 55 (12.53%) Google
1 55 (12.53%) VMware
2 48 (10.93%) Red Hat
3 29 (6.61%) Microsoft
4 23 (5.24%) Splunk
5 16 (3.64%) SaltStack
6 11 (2.51%) Cisco
6 11 (2.51%) Citrix
7 8 (1.82%) New Relic
8 7 (1.59%) IBM
9 6 (1.37%) TOWER Software
10 5 (1.14%) Atlassian
10 5 (1.14%) Palo Alto
11 4 (0.91%) AppDynamics
11 4 (0.91%) CheckPoint
11 4 (0.91%) F5
11 4 (0.91%) Hortonworks
12 3 (0.68%) HP
12 3 (0.68%) Oracle
12 3 (0.68%) Perforce