Period
to 20 August 2018

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

Ansible
England > London
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 91 115 158
Rank change year-on-year +24 +43 +190
Permanent jobs citing Ansible 2,405 2,141 1,806
As % of all permanent IT jobs advertised in London 3.48% 2.91% 2.24%
As % of the Systems Management category 29.05% 27.73% 21.92%
Number of salaries quoted 1,903 1,849 1,601
London median annual salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00% +4.17%
10th Percentile £46,500 £45,000 £45,000
90th Percentile £95,000 £95,000 £85,000
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +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 8,280 7,721 8,238
As % of all permanent IT jobs advertised in London 11.98% 10.48% 10.20%
Number of salaries quoted 6,791 6,330 7,101
London median annual salary £65,000 £61,750 £57,500
Median salary % change year-on-year +5.26% +7.39% +4.55%
10th Percentile £38,750 £36,250 £36,250
90th Percentile £93,750 £90,000 £82,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

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 20 August 2018.

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 20 August 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
Central London +37 466 £70,000 - 113
West London +28 95 £60,000 -7.69% 56
South London +1 27 £65,000 -3.70% 7
East London +4 25 £57,500 - 25
North London +13 7 £50,000 -23.08% 3
Ansible
England

For the 6 months to 20 August 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 London region with a requirement for Ansible.

1 1,881 (78.21%) DevOps
2 1,633 (67.90%) Amazon AWS
3 1,542 (64.12%) Linux
4 1,414 (58.79%) Docker
5 1,391 (57.84%) Puppet
6 1,333 (55.43%) Python
7 1,248 (51.89%) Opscode Chef
8 1,145 (47.61%) Jenkins
9 972 (40.42%) Agile Software Development
10 876 (36.42%) Microsoft Azure
11 873 (36.30%) Kubernetes
12 787 (32.72%) Terraform
13 708 (29.44%) Configuration Management
14 704 (29.27%) Continuous Integration
15 698 (29.02%) Java
16 639 (26.57%) Bash Shell
17 566 (23.53%) Finance
18 548 (22.79%) Git (software)
19 507 (21.08%) Windows
20 493 (20.50%) Microservices
21 473 (19.67%) Ruby
22 436 (18.13%) Google Cloud Platform
23 394 (16.38%) SQL
24 350 (14.55%) Open Source
25 334 (13.89%) Red Hat
25 334 (13.89%) AWS CloudFormation
26 328 (13.64%) VMware
27 322 (13.39%) Atlassian Bamboo
28 310 (12.89%) Google
29 306 (12.72%) PowerShell

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
1 171 (7.11%) Apache
2 163 (6.78%) OpenStack
3 151 (6.28%) Elasticsearch
4 130 (5.41%) Tomcat
5 122 (5.07%) Confluence
6 113 (4.70%) nginx
7 91 (3.78%) Apache Spark
8 69 (2.87%) IIS
9 58 (2.41%) Cloud Foundry
10 55 (2.29%) WebSphere
11 50 (2.08%) JBoss
12 37 (1.54%) WebLogic
13 32 (1.33%) Adobe Experience Manager
14 21 (0.87%) CMS
15 20 (0.83%) Hyperledger
16 19 (0.79%) Oracle SOA Suite
17 18 (0.75%) Mule
18 17 (0.71%) Ethereum
19 16 (0.67%) Mule ESB
20 14 (0.58%) uWSGI
Applications
1 6 (0.25%) Microsoft Office
2 5 (0.21%) Microsoft Excel
3 4 (0.17%) Microsoft PowerPoint
4 1 (0.042%) HipChat
Business Applications
1 24 (1.00%) Distributed Ledger
2 16 (0.67%) Payment Gateway
3 5 (0.21%) Documaker
4 4 (0.17%) Remedy ITSM
5 3 (0.12%) Magento
6 1 (0.042%) FLEXCUBE
6 1 (0.042%) ION MarketView
6 1 (0.042%) Salesforce.com CRM
6 1 (0.042%) SAP Hybris
6 1 (0.042%) Shopify
Cloud Services
1 1,633 (67.90%) Amazon AWS
2 876 (36.42%) Microsoft Azure
3 436 (18.13%) Google Cloud Platform
4 334 (13.89%) AWS CloudFormation
5 212 (8.81%) SaaS
6 206 (8.57%) GitHub
7 193 (8.02%) Amazon EC2
8 151 (6.28%) IaaS
9 136 (5.65%) Serverless
10 131 (5.45%) Amazon S3
11 127 (5.28%) PaaS
12 114 (4.74%) Amazon CloudWatch
13 113 (4.70%) OpenShift
14 108 (4.49%) AWS Lambda
15 92 (3.83%) Cloud Computing
16 75 (3.12%) Virtual Private Cloud
17 54 (2.25%) Amazon SQS
18 53 (2.20%) IBM Cloud
19 52 (2.16%) Amazon ELB
20 50 (2.08%) Route 53
Communications & Networking
1 208 (8.65%) Firewall
2 181 (7.53%) TCP/IP
3 167 (6.94%) DNS
4 102 (4.24%) HTTP
5 100 (4.16%) VPN
6 83 (3.45%) Internet
7 42 (1.75%) LAN
8 41 (1.70%) SSH
9 36 (1.50%) SAN
10 35 (1.46%) DHCP
11 33 (1.37%) Network Security
12 31 (1.29%) SNMP
12 31 (1.29%) WAN
13 27 (1.12%) SSL
14 23 (0.96%) SMTP
15 20 (0.83%) BGP
15 20 (0.83%) NAS
15 20 (0.83%) OpenVPN
16 19 (0.79%) Cisco ASA
17 16 (0.67%) Peer-to-Peer Networking
Database & Business Intelligence
1 262 (10.89%) MySQL
2 234 (9.73%) NoSQL
3 191 (7.94%) PostgreSQL
4 179 (7.44%) MongoDB
5 170 (7.07%) Big Data
6 160 (6.65%) SQL Server
7 139 (5.78%) Amazon RDS
8 113 (4.70%) Apache Cassandra
9 112 (4.66%) Blockchain
10 110 (4.57%) Hadoop
11 101 (4.20%) Redis
12 90 (3.74%) Relational Database
13 64 (2.66%) Neo4j
14 51 (2.12%) Amazon DynamoDB
15 36 (1.50%) RDBMS
16 33 (1.37%) Oracle Database
17 31 (1.29%) InfluxDB
18 30 (1.25%) Amazon Redshift
19 19 (0.79%) Event Store
20 17 (0.71%) Apache Hive
Development Applications
1 1,145 (47.61%) Jenkins
2 548 (22.79%) Git (software)
3 322 (13.39%) Atlassian Bamboo
4 284 (11.81%) TeamCity
5 268 (11.14%) Maven
6 263 (10.94%) JIRA
7 243 (10.10%) Octopus Deploy
8 164 (6.82%) Subversion
9 160 (6.65%) Vagrant
10 100 (4.16%) Gradle
11 97 (4.03%) Sonatype Nexus
12 96 (3.99%) Team Foundation Server
13 84 (3.49%) Cucumber
14 75 (3.12%) Selenium
15 71 (2.95%) GoCD
16 69 (2.87%) MSBuild
17 65 (2.70%) GitLab
18 60 (2.49%) Ant
19 57 (2.37%) Hudson
20 55 (2.29%) Travis CI
General
1 566 (23.53%) Finance
2 216 (8.98%) Banking
3 113 (4.70%) Retail
4 91 (3.78%) Games
5 52 (2.16%) Law
6 46 (1.91%) Telecoms
7 37 (1.54%) Legal
8 31 (1.29%) Financial Institution
9 30 (1.25%) Marketing
10 28 (1.16%) Advertising
11 27 (1.12%) Investment Banking
12 25 (1.04%) Publishing
13 21 (0.87%) Manufacturing
14 9 (0.37%) Automotive
15 8 (0.33%) Front Office
16 7 (0.29%) Spanish Language
17 5 (0.21%) Back Office
17 5 (0.21%) Electronics
18 4 (0.17%) French Language
18 4 (0.17%) Pharmaceutical
Job Titles
1 1,011 (42.04%) DevOps Engineer
2 309 (12.85%) Developer
3 273 (11.35%) AWS DevOps
4 271 (11.27%) Linux Engineer
5 267 (11.10%) AWS Engineer
6 225 (9.36%) Linux/Unix DevOps
7 222 (9.23%) Cloud Engineer
8 212 (8.81%) Senior DevOps
9 205 (8.52%) Administrator
10 198 (8.23%) AWS DevOps Engineer
11 174 (7.23%) Linux DevOps Engineer
12 168 (6.99%) Senior DevOps Engineer
13 156 (6.49%) Systems Administrator
14 143 (5.95%) Java Developer
15 138 (5.74%) Linux Administrator
16 133 (5.53%) Consultant
17 127 (5.28%) Linux Systems Administrator
18 118 (4.91%) Systems Engineer
19 106 (4.41%) Architect
20 103 (4.28%) Platform Engineer
Libraries, Frameworks & Software Standards
1 276 (11.48%) Web Services
2 206 (8.57%) Node.js
3 196 (8.15%) Spring
4 158 (6.57%) Elastic Stack
5 141 (5.86%) .NET
6 138 (5.74%) REST
7 133 (5.53%) AngularJS
8 124 (5.16%) React
9 120 (4.99%) Kafka
10 108 (4.49%) RESTful
11 103 (4.28%) HTML
12 95 (3.95%) RabbitMQ
13 91 (3.78%) Spring Boot
14 90 (3.74%) LAMP
15 72 (2.99%) Hibernate
16 68 (2.83%) CSS
17 59 (2.45%) ASP.NET
18 58 (2.41%) Akka
19 55 (2.29%) Java EE
20 54 (2.25%) J2EE
Miscellaneous
1 264 (10.98%) Fintech
2 221 (9.19%) Public Cloud
3 146 (6.07%) Data Centre
4 126 (5.24%) Computer Science
5 114 (4.74%) Analytical Skills
6 113 (4.70%) Private Cloud
7 84 (3.49%) Greenfield Project
8 79 (3.28%) Linux Command Line
9 57 (2.37%) Self-Motivation
10 55 (2.29%) Clustering
10 55 (2.29%) Hybrid Cloud
11 52 (2.16%) Enterprise Software
12 48 (2.00%) Management Information System
13 43 (1.79%) Mobile App
14 40 (1.66%) Blog
15 35 (1.46%) Replication
16 34 (1.41%) Robotics
17 32 (1.33%) Distributed Denial-of-Service
18 31 (1.29%) Cloud Native
19 30 (1.25%) User Experience
Operating Systems
1 1,542 (64.12%) Linux
2 507 (21.08%) Windows
3 289 (12.02%) Unix
4 241 (10.02%) CentOS
5 211 (8.77%) Ubuntu
6 209 (8.69%) Red Hat Enterprise Linux
7 79 (3.28%) Debian
8 74 (3.08%) Windows Server
9 42 (1.75%) CoreOS
10 34 (1.41%) Windows Server 2008
11 29 (1.21%) Solaris
12 26 (1.08%) VMS
13 25 (1.04%) Fedora
14 18 (0.75%) Android
15 16 (0.67%) SUSE
16 14 (0.58%) FreeBSD
16 14 (0.58%) Windows Server 2012
17 11 (0.46%) DC/OS
18 9 (0.37%) Nucleus RTOS
19 8 (0.33%) Apple iOS
Processes & Methodologies
1 1,881 (78.21%) DevOps
2 972 (40.42%) Agile Software Development
3 708 (29.44%) Configuration Management
4 704 (29.27%) Continuous Integration
5 493 (20.50%) Microservices
6 350 (14.55%) Open Source
7 294 (12.22%) Software Engineering
8 292 (12.14%) Continuous Delivery
9 276 (11.48%) Scrum
10 267 (11.10%) Deployment Automation
11 225 (9.36%) Test Automation
12 213 (8.86%) Problem-Solving
13 212 (8.81%) High Availability
14 208 (8.65%) TDD
15 179 (7.44%) Continuous Deployment
16 145 (6.03%) Analytics
17 144 (5.99%) Infrastructure Engineering
18 128 (5.32%) SDLC
19 122 (5.07%) Site Reliability Engineering
20 121 (5.03%) Stakeholder Management
Programming Languages
1 1,333 (55.43%) Python
2 698 (29.02%) Java
3 639 (26.57%) Bash Shell
4 473 (19.67%) Ruby
5 394 (16.38%) SQL
6 306 (12.72%) PowerShell
7 280 (11.64%) Perl
8 265 (11.02%) JavaScript
9 231 (9.60%) Go
10 191 (7.94%) C#
11 144 (5.99%) PHP
12 115 (4.78%) Scala
13 111 (4.62%) Shell Script
14 88 (3.66%) C++
15 86 (3.58%) Java 8
16 55 (2.29%) Groovy
17 53 (2.20%) Korn
18 50 (2.08%) C
19 41 (1.70%) T-SQL
20 40 (1.66%) Bourne shell
Qualifications
1 201 (8.36%) Degree
2 108 (4.49%) AWS Certification
3 56 (2.33%) Computer Science Degree
4 54 (2.25%) Master's Degree
5 43 (1.79%) Security Cleared
6 28 (1.16%) RHCE
7 25 (1.04%) Cisco Certification
8 22 (0.91%) SC Cleared
9 16 (0.67%) Microsoft Certification
10 15 (0.62%) CCNP
11 13 (0.54%) MCSE
12 12 (0.50%) CCNA
13 11 (0.46%) Numerate Degree
14 10 (0.42%) CISSP
15 9 (0.37%) ITIL Foundation Certificate
15 9 (0.37%) MCSA
16 8 (0.33%) RHCSA
17 7 (0.29%) DV Cleared
18 6 (0.25%) CCIE
18 6 (0.25%) ITIL Certification
Quality Assurance & Compliance
1 223 (9.27%) GCP
2 119 (4.95%) QA
3 32 (1.33%) PCI DSS
4 9 (0.37%) SLA
5 5 (0.21%) ISO/IEC 27001
5 5 (0.21%) PMO
6 4 (0.17%) GDPR
7 3 (0.12%) DICOM
7 3 (0.12%) HIPAA
7 3 (0.12%) HL7
7 3 (0.12%) Sarbanes-Oxley
8 2 (0.083%) ISO/IEC 20000
8 2 (0.083%) MiFID
8 2 (0.083%) PSD2
System Software
1 1,414 (58.79%) Docker
2 188 (7.82%) VMware Infrastructure
3 119 (4.95%) Active Directory
4 92 (3.83%) Virtual Machines
5 60 (2.49%) VirtualBox
6 58 (2.41%) Hyper-V
7 54 (2.25%) KVM
8 44 (1.83%) VMware ESXi
9 34 (1.41%) iptables
10 30 (1.25%) Xen
11 24 (1.00%) Samba
12 22 (0.91%) NFS
12 22 (0.91%) vSphere
13 16 (0.67%) pfSense
13 16 (0.67%) QEMU
14 12 (0.50%) Apache Flume
14 12 (0.50%) LXC
15 11 (0.46%) vCloud
16 9 (0.37%) HDFS
17 7 (0.29%) Varnish
Systems Management
1 1,391 (57.84%) Puppet
2 1,248 (51.89%) Opscode Chef
3 873 (36.30%) Kubernetes
4 787 (32.72%) Terraform
5 274 (11.39%) Salt
6 209 (8.69%) Nagios
7 138 (5.74%) Docker Swarm
8 106 (4.41%) Packer
9 94 (3.91%) Grafana
10 93 (3.87%) ZABBIX
11 85 (3.53%) Consul
12 70 (2.91%) Graphite
13 66 (2.74%) logstash
14 56 (2.33%) Kibana
15 49 (2.04%) Mesos
16 42 (1.75%) Rundeck
17 41 (1.70%) Prometheus
18 34 (1.41%) Rancher
19 32 (1.33%) HAProxy
20 30 (1.25%) Automic
Vendors
1 334 (13.89%) Red Hat
2 328 (13.64%) VMware
3 310 (12.89%) Google
4 198 (8.23%) Splunk
5 159 (6.61%) Microsoft
6 146 (6.07%) New Relic
7 139 (5.78%) Oracle
8 100 (4.16%) AppDynamics
9 97 (4.03%) Cisco
10 91 (3.78%) SaltStack
11 74 (3.08%) IBM
12 49 (2.04%) Atlassian
13 47 (1.95%) WorldPay
14 41 (1.70%) Cloudera
14 41 (1.70%) SolarWinds
15 40 (1.66%) Citrix
15 40 (1.66%) Trend Micro
16 37 (1.54%) ServiceNow
17 33 (1.37%) Adobe
18 32 (1.33%) Hortonworks