Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 16 December 2017 with a comparison to the same period in the previous 2 years.

Ansible
England > London
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 101 115 300
Rank change year-on-year +14 +185 +271
Permanent jobs citing Ansible 2329 2029 997
As % of all permanent IT jobs advertised in London 3.17% 2.74% 1.13%
As % of the Systems Management category 31.37% 26.93% 12.66%
Number of salaries quoted 2009 1807 907
London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +9.09%
10th Percentile £46,250 £42,500 £42,500
90th Percentile £100,000 £90,000 £87,500
England median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% +9.09%

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 7425 7533 7873
As % of all permanent IT jobs advertised in London 10.10% 10.16% 8.96%
Number of salaries quoted 6203 6447 6738
London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% +4.76%
10th Percentile £37,500 £36,250 £34,000
90th Percentile £90,000 £85,000 £80,000
England median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% +5.26%

Ansible
Job Vacancy Trend in London

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

Job vacancy trend for Ansible in London

Ansible
Salary Trend in London

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

Salary trend for Ansible in London

Ansible
Salary Histogram in London

The salary distribution of IT jobs citing Ansible in London over the 6 months to 16 December 2017.

Salary histogram for Ansible in London

Ansible
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ansible within the London region over the 6 months to 16 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
Central London +15 379 £70,000 +12.00% 54
West London +42 90 £61,250 +5.15% 8
South London +21 25 £67,500 +170.00% 4
East London +1 15 £52,000 -22.96% 7
North London 0 2 £95,000 +65.22% 1
Ansible
England

For the 6 months to 16 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 London region with a requirement for Ansible.

1 1842 (79.09%) DevOps
2 1471 (63.16%) Puppet
3 1414 (60.71%) Linux
4 1408 (60.46%) Amazon AWS
5 1283 (55.09%) Python
6 1205 (51.74%) Opscode Chef
7 1080 (46.37%) Docker
8 1023 (43.92%) Jenkins
9 904 (38.81%) Agile Software Development
10 811 (34.82%) Configuration Management
11 662 (28.42%) Continuous Integration
12 645 (27.69%) Java
13 625 (26.84%) Kubernetes
14 618 (26.53%) Bash Shell
15 549 (23.57%) Terraform
16 548 (23.53%) Finance
17 540 (23.19%) Microsoft Azure
18 523 (22.46%) Ruby
19 490 (21.04%) Git (software)
20 412 (17.69%) Windows
21 388 (16.66%) Open Source
22 363 (15.59%) Perl
23 345 (14.81%) TeamCity
24 341 (14.64%) Microservices
25 316 (13.57%) PowerShell
26 314 (13.48%) MySQL
27 307 (13.18%) VMware
28 283 (12.15%) Red Hat
29 281 (12.07%) Scrum
30 280 (12.02%) Apache

Ansible
Co-occurring IT Skills in 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
1 280 (12.02%) Apache
2 251 (10.78%) Tomcat
3 244 (10.48%) OpenStack
4 207 (8.89%) Elasticsearch
5 180 (7.73%) nginx
6 151 (6.48%) IIS
7 135 (5.80%) Apache Spark
8 126 (5.41%) Confluence
9 112 (4.81%) WebSphere
10 78 (3.35%) Cloud Foundry
11 36 (1.55%) Apache Solr
11 36 (1.55%) CMS
12 33 (1.42%) JBoss
13 29 (1.25%) CloudStack
14 27 (1.16%) WebSphere Application Server
15 24 (1.03%) Jetty
16 23 (0.99%) WebLogic
17 19 (0.82%) Ethereum
18 15 (0.64%) Drupal
18 15 (0.64%) NServiceBus
Applications
1 10 (0.43%) Microsoft Office
2 9 (0.39%) MS Visio
3 2 (0.086%) HipChat
Business Applications
1 7 (0.30%) Dynamics CRM
1 7 (0.30%) Workday HCM
2 4 (0.17%) BusinessWorks
2 4 (0.17%) R3 Corda
2 4 (0.17%) SAP Hybris
2 4 (0.17%) Unit4 Business World
3 2 (0.086%) Magento
4 1 (0.043%) Payment Gateway
Cloud Services
1 1408 (60.46%) Amazon AWS
2 540 (23.19%) Microsoft Azure
3 207 (8.89%) AWS CloudFormation
4 174 (7.47%) Google Cloud Platform
5 160 (6.87%) SaaS
6 133 (5.71%) PaaS
7 106 (4.55%) GitHub
8 93 (3.99%) Amazon EC2
9 92 (3.95%) IaaS
10 64 (2.75%) Amazon CloudWatch
10 64 (2.75%) Cloud Computing
11 62 (2.66%) Serverless
12 55 (2.36%) OpenShift
13 54 (2.32%) AWS Lambda
14 50 (2.15%) npm
15 44 (1.89%) Route 53
16 41 (1.76%) Amazon S3
17 29 (1.25%) Amazon ELB
18 25 (1.07%) IBM Cloud
19 23 (0.99%) Datadog
Communications & Networking
1 203 (8.72%) Firewall
2 190 (8.16%) DNS
3 160 (6.87%) TCP/IP
4 64 (2.75%) VPN
5 62 (2.66%) HTTP
6 52 (2.23%) SAN
7 44 (1.89%) DHCP
7 44 (1.89%) VLAN
8 39 (1.67%) LDAP
9 36 (1.55%) Cisco ASA
10 35 (1.50%) SSL
11 34 (1.46%) Network Security
12 32 (1.37%) LAN
13 31 (1.33%) WAN
14 28 (1.20%) Internet
15 27 (1.16%) Ethernet
16 25 (1.07%) Cisco Nexus
16 25 (1.07%) SMTP
17 24 (1.03%) Kerberos
18 22 (0.94%) SNMP
Database & Business Intelligence
1 314 (13.48%) MySQL
2 257 (11.03%) MongoDB
3 254 (10.91%) NoSQL
4 235 (10.09%) PostgreSQL
5 175 (7.51%) SQL Server
6 148 (6.35%) Apache Cassandra
6 148 (6.35%) Big Data
7 140 (6.01%) Hadoop
8 102 (4.38%) Redis
9 91 (3.91%) Relational Database
10 68 (2.92%) Amazon RDS
11 53 (2.28%) Amazon DynamoDB
12 45 (1.93%) RDBMS
13 44 (1.89%) InfluxDB
14 36 (1.55%) Blockchain
15 33 (1.42%) MariaDB
16 26 (1.12%) Apache Hive
17 23 (0.99%) HBase
17 23 (0.99%) Oracle Database
18 21 (0.90%) Neo4j
Development Applications
1 1023 (43.92%) Jenkins
2 490 (21.04%) Git (software)
3 345 (14.81%) TeamCity
4 268 (11.51%) Atlassian Bamboo
5 218 (9.36%) JIRA
6 194 (8.33%) Octopus Deploy
7 190 (8.16%) Maven
8 136 (5.84%) Hudson
9 118 (5.07%) Gradle
10 116 (4.98%) Subversion
11 115 (4.94%) Vagrant
12 114 (4.89%) MSBuild
13 111 (4.77%) Team Foundation Server
14 81 (3.48%) Sonatype Nexus
15 71 (3.05%) JUnit
16 70 (3.01%) Travis CI
17 55 (2.36%) Artifactory
18 53 (2.28%) gulp
19 49 (2.10%) Ant
20 47 (2.02%) Bitbucket
General
1 548 (23.53%) Finance
2 240 (10.30%) Banking
3 141 (6.05%) Telecoms
4 101 (4.34%) Retail
5 90 (3.86%) Games
6 79 (3.39%) Marketing
7 47 (2.02%) Manufacturing
8 45 (1.93%) Electronics
9 34 (1.46%) Legal
10 33 (1.42%) Law
11 29 (1.25%) Advertising
12 28 (1.20%) Publishing
13 20 (0.86%) Financial Institution
14 18 (0.77%) Back Office
15 17 (0.73%) Investment Banking
16 13 (0.56%) Online Betting
17 8 (0.34%) Digital Economy
18 5 (0.21%) Automotive
19 4 (0.17%) Front Office
19 4 (0.17%) Retail Banking
Job Titles
1 1045 (44.87%) DevOps Engineer
2 325 (13.95%) Developer
3 276 (11.85%) Linux Engineer
4 260 (11.16%) Linux/Unix DevOps
5 246 (10.56%) AWS Engineer
6 229 (9.83%) AWS DevOps
7 197 (8.46%) Senior DevOps
8 184 (7.90%) Administrator
9 183 (7.86%) Linux DevOps Engineer
10 181 (7.77%) AWS DevOps Engineer
11 163 (7.00%) Cloud Engineer
12 154 (6.61%) Senior DevOps Engineer
13 136 (5.84%) Systems Administrator
14 130 (5.58%) Lead DevOps
15 127 (5.45%) Linux Administrator
16 111 (4.77%) Systems Engineer
17 110 (4.72%) Linux Systems Administrator
18 106 (4.55%) Architect
19 99 (4.25%) Senior Developer
20 91 (3.91%) Java Developer
Libraries, Frameworks & Software Standards
1 245 (10.52%) .NET
2 239 (10.26%) Web Services
3 217 (9.32%) Node.js
4 165 (7.08%) RESTful
5 138 (5.93%) Elastic Stack
6 131 (5.62%) RabbitMQ
7 118 (5.07%) Kafka
8 115 (4.94%) AngularJS
9 104 (4.47%) Spring
10 103 (4.42%) REST
11 94 (4.04%) LAMP
12 74 (3.18%) HTML
13 69 (2.96%) CSS
13 69 (2.96%) React
14 66 (2.83%) LEMP Stack
15 63 (2.71%) ASP.NET
16 60 (2.58%) ASP.NET Web API
17 56 (2.40%) HATEOAS
18 55 (2.36%) Spring Boot
19 48 (2.06%) JSON
Miscellaneous
1 177 (7.60%) Fintech
2 156 (6.70%) Computer Science
3 150 (6.44%) Data Centre
4 138 (5.93%) Public Cloud
5 90 (3.86%) Greenfield Project
6 83 (3.56%) Enterprise Software
7 76 (3.26%) Private Cloud
8 63 (2.71%) Analytical Skills
9 59 (2.53%) Hybrid Cloud
10 56 (2.40%) Online Banking
11 48 (2.06%) Linux Command Line
12 46 (1.98%) Management Information System
13 32 (1.37%) Virtual Team
14 29 (1.25%) Clustering
14 29 (1.25%) Mobile App
15 24 (1.03%) Algorithms
15 24 (1.03%) Cyberthreat
16 22 (0.94%) Replication
17 20 (0.86%) Online Games
17 20 (0.86%) User Experience
Operating Systems
1 1414 (60.71%) Linux
2 412 (17.69%) Windows
3 276 (11.85%) CentOS
4 260 (11.16%) Unix
5 199 (8.54%) Red Hat Enterprise Linux
6 174 (7.47%) Ubuntu
7 168 (7.21%) Windows Server
8 56 (2.40%) Debian
8 56 (2.40%) Solaris
9 21 (0.90%) CoreOS
9 21 (0.90%) Fedora
10 20 (0.86%) Windows Server 2008
11 18 (0.77%) Android
11 18 (0.77%) Apple iOS
11 18 (0.77%) Mac OS X
12 11 (0.47%) AIX
13 10 (0.43%) Oracle Linux
14 8 (0.34%) Windows 10
14 8 (0.34%) Windows 7
15 7 (0.30%) Windows Server 2012
Processes & Methodologies
1 1842 (79.09%) DevOps
2 904 (38.81%) Agile Software Development
3 811 (34.82%) Configuration Management
4 662 (28.42%) Continuous Integration
5 388 (16.66%) Open Source
6 341 (14.64%) Microservices
7 281 (12.07%) Scrum
8 249 (10.69%) Continuous Delivery
9 248 (10.65%) Software Engineering
10 206 (8.84%) E-Commerce
11 186 (7.99%) TDD
12 171 (7.34%) Test Automation
13 169 (7.26%) Mentoring
14 167 (7.17%) High Availability
15 165 (7.08%) Migration
16 120 (5.15%) BDD
17 119 (5.11%) Task Automation
18 108 (4.64%) Continuous Improvement
19 103 (4.42%) Continuous Deployment
20 94 (4.04%) Machine Learning
Programming Languages
1 1283 (55.09%) Python
2 645 (27.69%) Java
3 618 (26.53%) Bash Shell
4 523 (22.46%) Ruby
5 363 (15.59%) Perl
6 316 (13.57%) PowerShell
7 245 (10.52%) SQL
8 219 (9.40%) JavaScript
9 217 (9.32%) Shell Script
10 206 (8.84%) Go
11 191 (8.20%) C#
12 186 (7.99%) PHP
13 114 (4.89%) Scala
14 87 (3.74%) Groovy
15 77 (3.31%) C++
16 40 (1.72%) C
17 27 (1.16%) Korn
18 24 (1.03%) Clojure
19 20 (0.86%) Bourne shell
20 19 (0.82%) T-SQL
Qualifications
1 177 (7.60%) Degree
2 81 (3.48%) Computer Science Degree
3 37 (1.59%) Cisco Certification
4 35 (1.50%) Security Cleared
5 31 (1.33%) Master's Degree
6 30 (1.29%) SC Cleared
7 26 (1.12%) CCNP
8 22 (0.94%) AWS Certification
9 20 (0.86%) CCNA
10 18 (0.77%) PhD
11 17 (0.73%) RHCE
12 10 (0.43%) CCIE
13 9 (0.39%) CCSP
13 9 (0.39%) Microsoft Certification
14 8 (0.34%) CISSP
14 8 (0.34%) MCSE
15 7 (0.30%) Numerate Degree
16 6 (0.26%) RHCSA
17 5 (0.21%) SANS
18 4 (0.17%) MySQL Certification
Quality Assurance & Compliance
1 82 (3.52%) QA
2 48 (2.06%) GCP
3 27 (1.16%) ISO/IEC 27001
4 26 (1.12%) PCI DSS
5 17 (0.73%) SLA
6 5 (0.21%) COBIT
7 4 (0.17%) PMBOK
7 4 (0.17%) SSAE 16
8 3 (0.13%) DICOM
8 3 (0.13%) HL7
8 3 (0.13%) ISO 9001
8 3 (0.13%) PSD2
9 2 (0.086%) ISAE 3402
9 2 (0.086%) Sarbanes-Oxley
10 1 (0.043%) Data Quality
10 1 (0.043%) HIPAA
10 1 (0.043%) MiFID
System Software
1 1080 (46.37%) Docker
2 190 (8.16%) VMware Infrastructure
3 87 (3.74%) Virtual Machines
4 70 (3.01%) Active Directory
5 51 (2.19%) LXC
6 49 (2.10%) vSphere
7 39 (1.67%) NFS
7 39 (1.67%) Xen
8 36 (1.55%) Hyper-V
9 32 (1.37%) iptables
10 31 (1.33%) VMware ESXi
11 20 (0.86%) KVM
11 20 (0.86%) Varnish
12 18 (0.77%) Apache ZooKeeper
13 17 (0.73%) HDFS
14 16 (0.69%) XenServer
15 14 (0.60%) VirtualBox
16 13 (0.56%) Samba
17 12 (0.52%) VMware NSX
18 10 (0.43%) Ceph
Systems Management
1 1471 (63.16%) Puppet
2 1205 (51.74%) Opscode Chef
3 625 (26.84%) Kubernetes
4 549 (23.57%) Terraform
5 257 (11.03%) Nagios
6 180 (7.73%) Salt
7 94 (4.04%) Packer
8 78 (3.35%) ZABBIX
9 76 (3.26%) logstash
10 74 (3.18%) Icinga
11 67 (2.88%) Grafana
12 64 (2.75%) Kibana
13 60 (2.58%) Mesos
14 44 (1.89%) Docker Swarm
15 41 (1.76%) HAProxy
16 36 (1.55%) Rundeck
17 30 (1.29%) Cacti
17 30 (1.29%) Consul
18 27 (1.16%) Prometheus
19 22 (0.94%) CFEngine
Vendors
1 307 (13.18%) VMware
2 283 (12.15%) Red Hat
3 208 (8.93%) Microsoft
4 186 (7.99%) Google
5 122 (5.24%) Oracle
6 120 (5.15%) SaltStack
7 103 (4.42%) Splunk
8 99 (4.25%) Cisco
9 80 (3.43%) New Relic
10 77 (3.31%) Atlassian
11 54 (2.32%) SAP
12 46 (1.98%) AppDynamics
12 46 (1.98%) HP
13 43 (1.85%) SolarWinds
14 41 (1.76%) IBM
15 30 (1.29%) Citrix
16 27 (1.16%) Rackspace
17 24 (1.03%) hybris
18 22 (0.94%) EMC
19 21 (0.90%) Juniper