Period
to 19 November 2019

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 19 November 2019 with a comparison to the same period in the previous 2 years.

Ansible
England > London
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 77 83 103
Rank change year-on-year +6 +20 +27
Permanent jobs citing Ansible 2,155 2,568 2,294
As % of all permanent IT jobs advertised in London 3.95% 3.84% 3.07%
As % of the Systems Management category 25.63% 30.02% 29.88%
Number of salaries quoted 1,499 1,938 1,986
London median annual salary £77,500 £70,000 £67,500
Median salary % change year-on-year +10.71% +3.70% +3.85%
10th Percentile £51,250 £46,250 £46,250
90th Percentile £110,000 £95,000 £100,000
England median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - +4.17%

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 8,408 8,554 7,678
As % of all permanent IT jobs advertised in London 15.40% 12.78% 10.27%
Number of salaries quoted 6,483 6,896 6,389
London median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £39,228 £37,500 £37,500
90th Percentile £100,000 £95,000 £90,000
England median annual salary £60,000 £55,000 £54,000
% change year-on-year +9.09% +1.85% +8.00%

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 19 November 2019.

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 19 November 2019. 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 -11 452 £75,000 +7.14% 98
West London +13 79 £72,500 +16.00% 35
South London +32 72 £70,000 - 14
East London +28 30 £85,000 +17.24% 23
North London -3 5 £75,000 +50.00% 1
Ansible
England

For the 6 months to 19 November 2019, 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 London region with a requirement for Ansible.

1 1,593 (73.92%) DevOps
2 1,404 (65.15%) AWS
3 1,264 (58.65%) Docker
4 1,263 (58.61%) Python
5 1,184 (54.94%) Linux
6 1,181 (54.80%) Terraform
7 1,136 (52.71%) Puppet
8 1,047 (48.58%) Kubernetes
9 947 (43.94%) Opscode Chef
10 889 (41.25%) Jenkins
11 814 (37.77%) Agile Software Development
12 758 (35.17%) Azure
13 703 (32.62%) Java
14 584 (27.10%) Infrastructure as Code
15 576 (26.73%) Configuration Management
16 538 (24.97%) Finance
17 537 (24.92%) Bash Shell
18 505 (23.43%) GCP
19 470 (21.81%) Windows
20 454 (21.07%) PowerShell
21 432 (20.05%) Continuous Integration
22 391 (18.14%) Git (software)
23 365 (16.94%) Ruby
24 326 (15.13%) Software Engineering
25 317 (14.71%) Microservices
26 313 (14.52%) Go
27 311 (14.43%) Continuous Delivery
28 301 (13.97%) AWS CloudFormation
29 293 (13.60%) Unix
30 292 (13.55%) JavaScript

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
1 127 (5.89%) Apache Spark
2 117 (5.43%) Elasticsearch
3 103 (4.78%) IIS
4 95 (4.41%) nginx
5 85 (3.94%) Apache
6 73 (3.39%) Confluence
7 68 (3.16%) Tomcat
8 57 (2.65%) OpenStack
9 46 (2.13%) WebSphere
10 31 (1.44%) CMS
11 29 (1.35%) JBoss
12 26 (1.21%) Cloud Foundry
13 21 (0.97%) SAS
14 17 (0.79%) Adobe Experience Manager
14 17 (0.79%) Headless CMS
15 15 (0.70%) Apache TomEE
16 11 (0.51%) Apache Airflow
17 10 (0.46%) WordPress
18 9 (0.42%) MS Exchange
19 7 (0.32%) WebSphere Application Server
Applications
1 7 (0.32%) Microsoft Office
2 3 (0.14%) HipChat
2 3 (0.14%) Microsoft Excel
3 1 (0.046%) Adobe Premiere
3 1 (0.046%) Chatbot
Business Applications
1 73 (3.39%) Payment Gateway
2 4 (0.19%) R3 Corda
3 3 (0.14%) Magento
4 1 (0.046%) Distributed Ledger
Cloud Services
1 1,404 (65.15%) AWS
2 758 (35.17%) Azure
3 505 (23.43%) GCP
4 301 (13.97%) AWS CloudFormation
5 179 (8.31%) OpenShift
6 153 (7.10%) Serverless
7 148 (6.87%) Amazon EC2
8 145 (6.73%) SaaS
9 144 (6.68%) PaaS
10 120 (5.57%) AWS Lambda
11 115 (5.34%) GitHub
12 109 (5.06%) IaaS
13 104 (4.83%) Amazon S3
14 83 (3.85%) Amazon ECS
15 71 (3.29%) Cloud Computing
16 68 (3.16%) Virtual Private Cloud
17 65 (3.02%) Datadog
18 54 (2.51%) Amazon CloudWatch
19 53 (2.46%) Amazon EKS
20 37 (1.72%) npm
Communications & Networking
1 169 (7.84%) Firewall
2 127 (5.89%) DNS
3 110 (5.10%) TCP/IP
4 93 (4.32%) VPN
5 61 (2.83%) DHCP
6 59 (2.74%) Internet
7 46 (2.13%) SSL
8 41 (1.90%) SAN
9 39 (1.81%) HTTP
10 20 (0.93%) BGP
10 20 (0.93%) OSPF
11 19 (0.88%) WAN
11 19 (0.88%) Wireless
12 18 (0.84%) LAN
13 16 (0.74%) Wireshark
14 15 (0.70%) DMZ
14 15 (0.70%) NAS
15 13 (0.60%) MPLS
15 13 (0.60%) Network Security
16 12 (0.56%) Kerberos
Database & Business Intelligence
1 169 (7.84%) PostgreSQL
2 149 (6.91%) Big Data
3 141 (6.54%) Amazon RDS
4 132 (6.13%) MySQL
5 131 (6.08%) SQL Server
6 107 (4.97%) Hadoop
7 83 (3.85%) NoSQL
8 80 (3.71%) Relational Database
9 72 (3.34%) MongoDB
10 66 (3.06%) Apache Cassandra
11 59 (2.74%) Apache Hive
12 56 (2.60%) Amazon DynamoDB
13 50 (2.32%) Amazon Redshift
13 50 (2.32%) RDBMS
14 48 (2.23%) Redis
15 32 (1.48%) Oracle Database
16 30 (1.39%) Spark SQL
17 29 (1.35%) Blockchain
18 25 (1.16%) Amazon Aurora
18 25 (1.16%) Neo4j
Development Applications
1 889 (41.25%) Jenkins
2 391 (18.14%) Git (software)
3 243 (11.28%) TeamCity
4 210 (9.74%) Atlassian Bamboo
5 174 (8.07%) Octopus Deploy
6 162 (7.52%) JIRA
7 149 (6.91%) Maven
8 134 (6.22%) Bitbucket
9 126 (5.85%) Vagrant
10 120 (5.57%) GitLab
11 104 (4.83%) Team Foundation Server
12 90 (4.18%) IBM UrbanCode
13 82 (3.81%) Selenium
14 76 (3.53%) Gradle
15 74 (3.43%) CircleCI
16 73 (3.39%) Travis CI
17 69 (3.20%) Subversion
18 68 (3.16%) Artifactory
19 64 (2.97%) Ant
20 56 (2.60%) Cucumber
General
1 538 (24.97%) Finance
2 230 (10.67%) Banking
3 72 (3.34%) Public Sector
4 68 (3.16%) Retail
5 54 (2.51%) Law
6 50 (2.32%) Games
7 29 (1.35%) Investment Banking
7 29 (1.35%) Telecoms
8 25 (1.16%) Advertising
9 24 (1.11%) Billing
10 23 (1.07%) Financial Institution
10 23 (1.07%) Marketing
11 19 (0.88%) Manufacturing
12 17 (0.79%) Back Office
13 14 (0.65%) Legal
13 14 (0.65%) Publishing
14 12 (0.56%) Automotive
15 10 (0.46%) Front Office
16 8 (0.37%) Retail Banking
17 3 (0.14%) French Language
Job Titles
1 964 (44.73%) DevOps Engineer
2 313 (14.52%) AWS Engineer
3 247 (11.46%) Cloud Engineer
4 245 (11.37%) Senior DevOps
5 218 (10.12%) Senior DevOps Engineer
6 194 (9.00%) AWS DevOps
7 176 (8.17%) AWS DevOps Engineer
8 153 (7.10%) Developer
9 147 (6.82%) Linux Engineer
10 139 (6.45%) Platform Engineer
11 122 (5.66%) Kubernetes Engineer
12 115 (5.34%) Software Engineer
13 113 (5.24%) Consultant
14 99 (4.59%) Architect
15 93 (4.32%) Lead DevOps
16 89 (4.13%) Infrastructure Engineer
17 82 (3.81%) Linux/Unix DevOps
18 75 (3.48%) Python Engineer
19 71 (3.29%) Azure Engineer
20 69 (3.20%) Java Engineer
Libraries, Frameworks & Software Standards
1 192 (8.91%) Elastic Stack
1 192 (8.91%) Web Services
2 179 (8.31%) Node.js
3 144 (6.68%) Kafka
4 115 (5.34%) .NET
5 108 (5.01%) Spring
6 94 (4.36%) Spring Boot
7 64 (2.97%) REST
8 63 (2.92%) AngularJS
9 62 (2.88%) Akka
9 62 (2.88%) RESTful
10 57 (2.65%) JSON
11 54 (2.51%) LAMP
12 50 (2.32%) Middleware
12 50 (2.32%) RabbitMQ
13 48 (2.23%) React
14 45 (2.09%) LDAP
15 44 (2.04%) CSS
15 44 (2.04%) J2EE
16 39 (1.81%) HTML
Miscellaneous
1 237 (11.00%) Public Cloud
2 106 (4.92%) Data Centre
3 79 (3.67%) Cloud Native
4 76 (3.53%) Greenfield Project
4 76 (3.53%) Hybrid Cloud
5 70 (3.25%) Analytical Skills
6 58 (2.69%) Linux Command Line
6 58 (2.69%) Mobile App
7 55 (2.55%) Self-Motivation
8 53 (2.46%) Management Information System
9 51 (2.37%) Private Cloud
10 44 (2.04%) Algorithms
11 40 (1.86%) Virtual Team
12 38 (1.76%) Hedge funds
13 34 (1.58%) Mobile Banking
13 34 (1.58%) PlayStation
14 30 (1.39%) Clustering
14 30 (1.39%) Distributed Denial-of-Service
15 27 (1.25%) Replication
16 23 (1.07%) Data Structures
Operating Systems
1 1,184 (54.94%) Linux
2 470 (21.81%) Windows
3 293 (13.60%) Unix
4 99 (4.59%) CentOS
5 95 (4.41%) Red Hat Enterprise Linux
6 94 (4.36%) Windows Server
7 45 (2.09%) Ubuntu
8 34 (1.58%) Mesosphere
9 22 (1.02%) Debian
10 21 (0.97%) CoreOS
11 20 (0.93%) Apple iOS
11 20 (0.93%) Solaris
12 19 (0.88%) Android
12 19 (0.88%) VMS
13 14 (0.65%) Windows Server 2008
14 8 (0.37%) Fedora
15 7 (0.32%) Oracle Linux
16 5 (0.23%) zOS
17 4 (0.19%) Data ONTAP
18 3 (0.14%) VyOS
Processes & Methodologies
1 1,593 (73.92%) DevOps
2 814 (37.77%) Agile Software Development
3 584 (27.10%) Infrastructure as Code
4 576 (26.73%) Configuration Management
5 432 (20.05%) Continuous Integration
6 326 (15.13%) Software Engineering
7 317 (14.71%) Microservices
8 311 (14.43%) Continuous Delivery
9 267 (12.39%) Open Source
10 231 (10.72%) TDD
11 203 (9.42%) Scrum
12 196 (9.10%) Fintech
13 195 (9.05%) Problem-Solving
14 180 (8.35%) Analytics
15 176 (8.17%) Site Reliability Engineering
16 175 (8.12%) Migration
17 172 (7.98%) Test Automation
18 171 (7.94%) E-Commerce
19 162 (7.52%) SDLC
20 159 (7.38%) Infrastructure Engineering
Programming Languages
1 1,263 (58.61%) Python
2 703 (32.62%) Java
3 537 (24.92%) Bash Shell
4 454 (21.07%) PowerShell
5 365 (16.94%) Ruby
6 313 (14.52%) Go
7 292 (13.55%) JavaScript
8 276 (12.81%) SQL
9 144 (6.68%) C#
10 123 (5.71%) Scala
11 121 (5.61%) Shell Script
12 111 (5.15%) Perl
13 83 (3.85%) C++
14 72 (3.34%) PHP
15 66 (3.06%) Groovy
16 46 (2.13%) C
17 40 (1.86%) Java 8
18 33 (1.53%) Lua
19 31 (1.44%) T-SQL
20 29 (1.35%) PL/SQL
Qualifications
1 171 (7.94%) Degree
2 82 (3.81%) Computer Science Degree
3 47 (2.18%) Security Cleared
4 43 (2.00%) AWS Certification
5 30 (1.39%) Cisco Certification
6 29 (1.35%) Microsoft Certification
7 28 (1.30%) SC Cleared
8 21 (0.97%) CCNP
9 20 (0.93%) RHCE
10 19 (0.88%) CCIE
10 19 (0.88%) MCP
11 16 (0.74%) CCNA
12 12 (0.56%) Master's Degree
13 10 (0.46%) RHCSA
14 9 (0.42%) PhD
15 5 (0.23%) DV Cleared
15 5 (0.23%) MCSA
15 5 (0.23%) Network+ Certification
16 4 (0.19%) CISSP
16 4 (0.19%) ITIL Certification
Quality Assurance & Compliance
1 120 (5.57%) QA
2 39 (1.81%) SLA
3 11 (0.51%) PCI DSS
4 10 (0.46%) ISO/IEC 27001
5 9 (0.42%) GDPR
6 3 (0.14%) Cyber Essentials
6 3 (0.14%) Data Quality
6 3 (0.14%) HIPAA
6 3 (0.14%) ISO/IEC 20000
6 3 (0.14%) NIST
7 2 (0.093%) COBIT
7 2 (0.093%) NCSC
8 1 (0.046%) Sarbanes-Oxley
System Software
1 1,264 (58.65%) Docker
2 115 (5.34%) Active Directory
3 86 (3.99%) VMware Infrastructure
4 38 (1.76%) Hyper-V
5 26 (1.21%) VirtualBox
6 25 (1.16%) NFS
6 25 (1.16%) Virtual Machines
7 23 (1.07%) Xen
8 22 (1.02%) Firmware
9 19 (0.88%) Varnish
9 19 (0.88%) vSphere
10 16 (0.74%) VMware Workstation
11 15 (0.70%) Oracle RAC
11 15 (0.70%) XenApp
12 10 (0.46%) KVM
13 8 (0.37%) iptables
13 8 (0.37%) VMware NSX
14 7 (0.32%) Apache ZooKeeper
14 7 (0.32%) VMware ESXi
15 6 (0.28%) Veritas Volume Manager
Systems Management
1 1,181 (54.80%) Terraform
2 1,136 (52.71%) Puppet
3 1,047 (48.58%) Kubernetes
4 947 (43.94%) Opscode Chef
5 196 (9.10%) Salt
6 164 (7.61%) Packer
7 146 (6.77%) Grafana
8 142 (6.59%) Prometheus
9 115 (5.34%) Consul
10 112 (5.20%) Docker Swarm
11 97 (4.50%) Nagios
12 85 (3.94%) Graphite
13 78 (3.62%) ZABBIX
14 73 (3.39%) Rancher
15 50 (2.32%) Automic
16 47 (2.18%) Istio
17 39 (1.81%) Kibana
18 37 (1.72%) Opsview
19 35 (1.62%) Mesos
20 28 (1.30%) Hadoop YARN
Vendors
1 264 (12.25%) Google
2 210 (9.74%) Splunk
3 202 (9.37%) Microsoft
4 187 (8.68%) Oracle
5 147 (6.82%) VMware
6 125 (5.80%) Red Hat
7 119 (5.52%) WorldPay
8 86 (3.99%) AppDynamics
9 80 (3.71%) IBM
10 67 (3.11%) ServiceNow
11 63 (2.92%) Cisco
11 63 (2.92%) Hortonworks
12 55 (2.55%) New Relic
13 54 (2.51%) Dynatrace
14 51 (2.37%) Cloudera
14 51 (2.37%) SaltStack
15 49 (2.27%) CyberArk
16 48 (2.23%) Atlassian
17 43 (2.00%) Citrix
18 40 (1.86%) MuleSoft