Period
to 21 February 2020

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 21 February 2020 with a comparison to the same period in the previous 2 years.

Ansible
England > London
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 82 73 93
Rank change year-on-year -9 +20 +18
Permanent jobs citing Ansible 1,938 2,532 2,328
As % of all permanent IT jobs advertised in London 3.82% 4.04% 3.31%
As % of the Systems Management category 24.20% 30.14% 31.08%
Number of salaries quoted 1,419 1,920 1,951
London median annual salary £78,000 £72,500 £68,500
Median salary % change year-on-year +7.59% +5.84% +5.38%
10th Percentile £53,750 £46,250 £47,500
90th Percentile £105,000 £95,000 £100,000
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,009 8,400 7,490
As % of all permanent IT jobs advertised in London 15.77% 13.40% 10.66%
Number of salaries quoted 6,216 6,747 6,298
London median annual salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00% +4.17%
10th Percentile £40,000 £38,750 £37,500
90th Percentile £102,500 £95,000 £91,250
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 21 February 2020.

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 21 February 2020. 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 +4 451 £80,000 +6.67% 95
West London +27 76 £72,500 +7.41% 29
South London +14 46 £67,500 -3.57% 11
East London +13 12 £52,000 -35.00% 25
North London -9 1 £75,000 +36.36% 2
Ansible
England

For the 6 months to 21 February 2020, 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 1,430 (73.79%) DevOps
2 1,156 (59.65%) AWS
3 1,128 (58.20%) Python
4 1,103 (56.91%) Docker
5 1,099 (56.71%) Terraform
6 974 (50.26%) Kubernetes
7 929 (47.94%) Linux
8 840 (43.34%) Puppet
9 713 (36.79%) Jenkins
10 697 (35.96%) Agile Software Development
11 673 (34.73%) Opscode Chef
12 669 (34.52%) Azure
13 642 (33.13%) Java
14 510 (26.32%) Infrastructure as Code
15 506 (26.11%) Finance
16 498 (25.70%) Configuration Management
17 454 (23.43%) Bash Shell
18 409 (21.10%) GCP
19 377 (19.45%) Windows
20 371 (19.14%) Continuous Integration
21 363 (18.73%) PowerShell
22 347 (17.91%) Git (software)
23 295 (15.22%) Ruby
24 273 (14.09%) Software Engineering
25 254 (13.11%) SQL
26 251 (12.95%) Go
27 247 (12.75%) JavaScript
28 239 (12.33%) Banking
29 232 (11.97%) Microservices
30 224 (11.56%) TDD

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
1 138 (7.12%) Apache Spark
2 106 (5.47%) Elasticsearch
3 88 (4.54%) IIS
4 84 (4.33%) Apache
5 75 (3.87%) nginx
6 66 (3.41%) Tomcat
7 59 (3.04%) Confluence
8 35 (1.81%) OpenStack
9 24 (1.24%) WebSphere
10 19 (0.98%) CMS
11 18 (0.93%) JBoss
12 14 (0.72%) Adobe Experience Manager
12 14 (0.72%) Headless CMS
13 12 (0.62%) Apache TomEE
13 12 (0.62%) Cloud Foundry
14 11 (0.57%) Apache Airflow
15 10 (0.52%) SAS
16 5 (0.26%) WebSphere Application Server
17 4 (0.21%) DataSynapse
17 4 (0.21%) WordPress
Applications
1 4 (0.21%) Microsoft PowerPoint
2 3 (0.15%) HipChat
3 2 (0.10%) Microsoft Office
4 1 (0.052%) Microsoft Excel
Business Applications
1 42 (2.17%) Payment Gateway
2 6 (0.31%) R3 Corda
3 4 (0.21%) Sentinel
4 3 (0.15%) SAP BPC
5 2 (0.10%) Magento
6 1 (0.052%) Shopify
Cloud Services
1 1,156 (59.65%) AWS
2 669 (34.52%) Azure
3 409 (21.10%) GCP
4 221 (11.40%) AWS CloudFormation
5 151 (7.79%) Serverless
6 136 (7.02%) OpenShift
7 134 (6.91%) PaaS
8 106 (5.47%) SaaS
9 102 (5.26%) AWS Lambda
10 101 (5.21%) IaaS
11 100 (5.16%) GitHub
12 96 (4.95%) Amazon EC2
13 90 (4.64%) Cloud Computing
14 80 (4.13%) Amazon S3
15 65 (3.35%) Virtual Private Cloud
16 59 (3.04%) Amazon EKS
17 56 (2.89%) Amazon ECS
18 54 (2.79%) Datadog
19 53 (2.73%) Amazon CloudWatch
20 43 (2.22%) Amazon EMR
Communications & Networking
1 142 (7.33%) Firewall
2 119 (6.14%) DNS
3 84 (4.33%) TCP/IP
4 59 (3.04%) VPN
5 46 (2.37%) Internet
6 44 (2.27%) DHCP
7 41 (2.12%) SSL
8 31 (1.60%) HTTP
9 25 (1.29%) SAN
10 20 (1.03%) BGP
10 20 (1.03%) OSPF
11 16 (0.83%) DMZ
11 16 (0.83%) WAN
12 15 (0.77%) MPLS
13 13 (0.67%) LAN
13 13 (0.67%) Wireless
13 13 (0.67%) Wireshark
14 12 (0.62%) VoIP
15 11 (0.57%) IPsec
15 11 (0.57%) Wi-Fi
Database & Business Intelligence
1 144 (7.43%) Big Data
2 132 (6.81%) PostgreSQL
3 120 (6.19%) SQL Server
4 111 (5.73%) NoSQL
5 107 (5.52%) Hadoop
6 102 (5.26%) MySQL
7 85 (4.39%) Amazon RDS
8 57 (2.94%) Redis
8 57 (2.94%) Relational Database
9 53 (2.73%) Apache Cassandra
10 52 (2.68%) MongoDB
11 51 (2.63%) Amazon DynamoDB
12 50 (2.58%) Neo4j
13 48 (2.48%) Amazon Redshift
14 43 (2.22%) RDBMS
15 40 (2.06%) Amazon Athena
16 29 (1.50%) Blockchain
17 26 (1.34%) InfluxDB
18 23 (1.19%) Electronic Patient Records
19 20 (1.03%) Oracle Database
Development Applications
1 713 (36.79%) Jenkins
2 347 (17.91%) Git (software)
3 188 (9.70%) TeamCity
4 164 (8.46%) Atlassian Bamboo
5 144 (7.43%) JIRA
6 138 (7.12%) Maven
7 122 (6.30%) Vagrant
8 116 (5.99%) Bitbucket
9 109 (5.62%) Octopus Deploy
10 107 (5.52%) GitLab
11 70 (3.61%) Gradle
12 66 (3.41%) SonarQube
13 60 (3.10%) Team Foundation Server
14 58 (2.99%) Sonatype Nexus
15 56 (2.89%) Artifactory
16 54 (2.79%) CircleCI
17 49 (2.53%) Cucumber
17 49 (2.53%) Selenium
18 46 (2.37%) Ant
19 43 (2.22%) JUnit
General
1 506 (26.11%) Finance
2 239 (12.33%) Banking
3 92 (4.75%) Retail
4 49 (2.53%) Public Sector
5 42 (2.17%) Games
6 37 (1.91%) Manufacturing
7 31 (1.60%) Financial Institution
8 25 (1.29%) Back Office
8 25 (1.29%) Legal
8 25 (1.29%) Telecoms
9 24 (1.24%) Investment Banking
10 22 (1.14%) Law
11 20 (1.03%) Billing
12 19 (0.98%) Automotive
13 17 (0.88%) Marketing
14 14 (0.72%) Front Office
15 13 (0.67%) Advertising
16 12 (0.62%) Publishing
17 8 (0.41%) Retail Banking
18 2 (0.10%) French Language
Job Titles
1 885 (45.67%) DevOps Engineer
2 263 (13.57%) AWS Engineer
3 205 (10.58%) Senior DevOps
4 176 (9.08%) Senior DevOps Engineer
5 166 (8.57%) AWS DevOps
6 162 (8.36%) Cloud Engineer
7 150 (7.74%) AWS DevOps Engineer
8 135 (6.97%) Developer
9 124 (6.40%) Kubernetes Engineer
10 122 (6.30%) Platform Engineer
11 89 (4.59%) Linux Engineer
12 88 (4.54%) Lead DevOps
13 82 (4.23%) Architect
14 76 (3.92%) Python Engineer
15 71 (3.66%) Data Engineer
15 71 (3.66%) Java Developer
15 71 (3.66%) Software Engineer
16 69 (3.56%) Infrastructure Engineer
17 62 (3.20%) Azure Engineer
17 62 (3.20%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 169 (8.72%) Web Services
2 165 (8.51%) Kafka
3 164 (8.46%) Elastic Stack
4 156 (8.05%) Node.js
5 147 (7.59%) .NET
6 103 (5.31%) Spring
7 70 (3.61%) Spring Boot
8 55 (2.84%) REST
9 53 (2.73%) RabbitMQ
10 51 (2.63%) React
11 48 (2.48%) Spark Streaming
12 47 (2.43%) RESTful
13 46 (2.37%) AngularJS
14 43 (2.22%) Akka
15 41 (2.12%) LAMP
16 40 (2.06%) LDAP
16 40 (2.06%) TensorFlow
17 39 (2.01%) J2EE
18 38 (1.96%) JSON
19 37 (1.91%) Middleware
Miscellaneous
1 177 (9.13%) Public Cloud
2 84 (4.33%) Data Centre
3 70 (3.61%) Cloud Native
4 68 (3.51%) Greenfield Project
5 52 (2.68%) Analytical Skills
6 50 (2.58%) Linux Command Line
7 48 (2.48%) Hybrid Cloud
8 47 (2.43%) Mobile App
9 44 (2.27%) Self-Motivation
10 33 (1.70%) Blog
11 29 (1.50%) Acoustics
12 28 (1.44%) Management Information System
13 26 (1.34%) Private Cloud
14 25 (1.29%) Virtual Team
15 23 (1.19%) Hedge funds
16 21 (1.08%) Algorithms
16 21 (1.08%) Distributed Denial-of-Service
17 20 (1.03%) PlayStation
18 19 (0.98%) Mobile Banking
19 17 (0.88%) Data Structures
Operating Systems
1 929 (47.94%) Linux
2 377 (19.45%) Windows
3 203 (10.47%) Unix
4 114 (5.88%) CentOS
5 83 (4.28%) Red Hat Enterprise Linux
6 75 (3.87%) Windows Server
7 48 (2.48%) Ubuntu
8 30 (1.55%) Android
8 30 (1.55%) Apple iOS
9 23 (1.19%) Solaris
10 20 (1.03%) Mesosphere
11 13 (0.67%) CoreOS
12 12 (0.62%) Windows Server 2008
13 11 (0.57%) Fedora
14 10 (0.52%) zOS
15 9 (0.46%) Debian
15 9 (0.46%) VMS
16 6 (0.31%) Oracle Linux
17 5 (0.26%) Windows Server 2012
18 4 (0.21%) SUSE
Processes & Methodologies
1 1,430 (73.79%) DevOps
2 697 (35.96%) Agile Software Development
3 510 (26.32%) Infrastructure as Code
4 498 (25.70%) Configuration Management
5 371 (19.14%) Continuous Integration
6 273 (14.09%) Software Engineering
7 232 (11.97%) Microservices
8 224 (11.56%) TDD
9 210 (10.84%) Fintech
10 188 (9.70%) Open Source
11 181 (9.34%) Continuous Delivery
12 171 (8.82%) Site Reliability Engineering
13 148 (7.64%) Analytics
14 144 (7.43%) Test Automation
15 142 (7.33%) Problem-Solving
15 142 (7.33%) Scrum
15 142 (7.33%) SDLC
16 126 (6.50%) Migration
17 121 (6.24%) Continuous Deployment
18 120 (6.19%) Infrastructure Engineering
Programming Languages
1 1,128 (58.20%) Python
2 642 (33.13%) Java
3 454 (23.43%) Bash Shell
4 363 (18.73%) PowerShell
5 295 (15.22%) Ruby
6 254 (13.11%) SQL
7 251 (12.95%) Go
8 247 (12.75%) JavaScript
9 154 (7.95%) C#
10 105 (5.42%) Perl
11 97 (5.01%) Scala
11 97 (5.01%) Shell Script
12 77 (3.97%) C++
13 61 (3.15%) C
14 54 (2.79%) Groovy
15 40 (2.06%) PL/SQL
16 38 (1.96%) PHP
17 31 (1.60%) T-SQL
18 25 (1.29%) Java 8
19 18 (0.93%) Kotlin
Qualifications
1 141 (7.28%) Degree
2 56 (2.89%) Computer Science Degree
3 45 (2.32%) Cisco Certification
4 39 (2.01%) Microsoft Certification
5 30 (1.55%) AWS Certification
5 30 (1.55%) CCNA
5 30 (1.55%) Security Cleared
6 25 (1.29%) CCNP
7 20 (1.03%) CCIE
7 20 (1.03%) MCP
7 20 (1.03%) RHCE
7 20 (1.03%) SC Cleared
8 12 (0.62%) MCSA
8 12 (0.62%) MCSE
9 8 (0.41%) DV Cleared
10 7 (0.36%) Master's Degree
10 7 (0.36%) SANS
11 6 (0.31%) CISSP
12 5 (0.26%) ITIL Certification
12 5 (0.26%) SSCP
Quality Assurance & Compliance
1 68 (3.51%) QA
2 19 (0.98%) SLA
3 11 (0.57%) NIST
4 10 (0.52%) PCI DSS
5 7 (0.36%) Sarbanes-Oxley
6 5 (0.26%) GDPR
7 3 (0.15%) ISO/IEC 27001
8 2 (0.10%) Data Quality
8 2 (0.10%) ISO/IEC 20000
System Software
1 1,103 (56.91%) Docker
2 93 (4.80%) Active Directory
3 79 (4.08%) VMware Infrastructure
4 54 (2.79%) VirtualBox
5 35 (1.81%) Virtual Machines
6 29 (1.50%) Apache ZooKeeper
7 24 (1.24%) NFS
8 19 (0.98%) Firmware
9 16 (0.83%) Xen
10 13 (0.67%) Hyper-V
11 12 (0.62%) Apache Flume
12 11 (0.57%) vSphere
13 9 (0.46%) VMware ESXi
13 9 (0.46%) VMware NSX
14 8 (0.41%) KVM
14 8 (0.41%) Oracle RAC
14 8 (0.41%) Varnish
15 7 (0.36%) Virtual Servers
16 6 (0.31%) OpenAM
16 6 (0.31%) Samba
Systems Management
1 1,099 (56.71%) Terraform
2 974 (50.26%) Kubernetes
3 840 (43.34%) Puppet
4 673 (34.73%) Opscode Chef
5 154 (7.95%) Salt
6 147 (7.59%) Grafana
7 137 (7.07%) Prometheus
8 133 (6.86%) Packer
9 129 (6.66%) Docker Swarm
10 70 (3.61%) Consul
11 64 (3.30%) Nagios
12 62 (3.20%) ZABBIX
13 58 (2.99%) Rancher
14 54 (2.79%) Graphite
15 50 (2.58%) Istio
16 28 (1.44%) Mesos
17 27 (1.39%) Kibana
17 27 (1.39%) SCCM
18 22 (1.14%) Automic
19 21 (1.08%) Opsview
Vendors
1 211 (10.89%) Google
2 190 (9.80%) Microsoft
3 172 (8.88%) Oracle
4 154 (7.95%) Splunk
5 126 (6.50%) Red Hat
6 108 (5.57%) VMware
7 90 (4.64%) WorldPay
8 87 (4.49%) IBM
9 73 (3.77%) Cloudera
10 68 (3.51%) Hortonworks
11 55 (2.84%) Cisco
12 52 (2.68%) Atlassian
13 49 (2.53%) FIS
14 45 (2.32%) AppDynamics
15 43 (2.22%) Dynatrace
16 42 (2.17%) ServiceNow
17 36 (1.86%) Informatica
18 34 (1.75%) MuleSoft
18 34 (1.75%) SaltStack
19 32 (1.65%) Talend