Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Ansible
England > London
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 92 121 183
Rank change year-on-year +29 +62 +216
Permanent jobs citing Ansible 2,366 1,956 1,582
As % of all permanent IT jobs advertised in London 3.38% 2.78% 1.92%
As % of the Systems Management category 29.59% 26.72% 19.41%
Number of salaries quoted 1,898 1,673 1,419
London median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £47,500 £43,750 £42,500
90th Percentile £95,000 £92,500 £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 7,997 7,319 8,152
As % of all permanent IT jobs advertised in London 11.42% 10.40% 9.90%
Number of salaries quoted 6,576 6,073 7,004
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £40,000 £36,250 £35,250
90th Percentile £93,750 £87,500 £80,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +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 24 June 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 24 June 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 +28 406 £70,000 +7.69% 116
West London +11 83 £60,000 -7.69% 44
South London +4 31 £65,000 - 8
East London +5 24 £57,500 -11.54% 18
North London 0 6 £47,500 -24.00% 3
Ansible
England

For the 6 months to 24 June 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 1,888 (79.80%) DevOps
2 1,629 (68.85%) Amazon AWS
3 1,487 (62.85%) Linux
4 1,387 (58.62%) Puppet
5 1,340 (56.64%) Docker
6 1,314 (55.54%) Python
7 1,204 (50.89%) Opscode Chef
8 1,159 (48.99%) Jenkins
9 986 (41.67%) Agile Software Development
10 790 (33.39%) Microsoft Azure
11 761 (32.16%) Kubernetes
12 746 (31.53%) Terraform
13 706 (29.84%) Continuous Integration
14 696 (29.42%) Java
15 680 (28.74%) Configuration Management
16 630 (26.63%) Bash Shell
17 553 (23.37%) Git (software)
18 534 (22.57%) Finance
19 506 (21.39%) Ruby
20 497 (21.01%) Microservices
21 453 (19.15%) Windows
22 363 (15.34%) Google Cloud Platform
23 356 (15.05%) Open Source
24 335 (14.16%) SQL
25 331 (13.99%) Atlassian Bamboo
26 327 (13.82%) AWS CloudFormation
27 317 (13.40%) Software Engineering
28 311 (13.14%) TeamCity
29 302 (12.76%) Unix
30 299 (12.64%) Web Services

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
1 176 (7.44%) Apache
2 169 (7.14%) Elasticsearch
3 145 (6.13%) OpenStack
4 121 (5.11%) nginx
5 115 (4.86%) Tomcat
6 110 (4.65%) Apache Spark
7 96 (4.06%) Confluence
8 63 (2.66%) WebSphere
9 60 (2.54%) IIS
10 44 (1.86%) Cloud Foundry
11 30 (1.27%) WebLogic
12 26 (1.10%) Apache Solr
13 25 (1.06%) JBoss
14 24 (1.01%) Ethereum
14 24 (1.01%) Hyperledger
15 22 (0.93%) Jetty
16 20 (0.85%) Oracle SOA Suite
17 18 (0.76%) Adobe Experience Manager
18 16 (0.68%) CloudStack
18 16 (0.68%) CMS
Applications
1 3 (0.13%) Microsoft Excel
1 3 (0.13%) Microsoft Office
1 3 (0.13%) Microsoft PowerPoint
Business Applications
1 19 (0.80%) Distributed Ledger
2 7 (0.30%) Payment Gateway
3 5 (0.21%) Documaker
4 1 (0.042%) FLEXCUBE
4 1 (0.042%) ION MarketView
4 1 (0.042%) Oracle BPM
4 1 (0.042%) Salesforce.com CRM
4 1 (0.042%) SAP Hybris
4 1 (0.042%) Shopify
4 1 (0.042%) WebTrends
Cloud Services
1 1,629 (68.85%) Amazon AWS
2 790 (33.39%) Microsoft Azure
3 363 (15.34%) Google Cloud Platform
4 327 (13.82%) AWS CloudFormation
5 230 (9.72%) SaaS
6 194 (8.20%) Amazon EC2
6 194 (8.20%) GitHub
7 168 (7.10%) IaaS
8 154 (6.51%) PaaS
9 145 (6.13%) OpenShift
10 129 (5.45%) Amazon CloudWatch
11 127 (5.37%) Serverless
12 126 (5.33%) Amazon S3
13 100 (4.23%) AWS Lambda
13 100 (4.23%) Cloud Computing
14 69 (2.92%) Virtual Private Cloud
15 66 (2.79%) IBM Cloud
16 64 (2.70%) Route 53
17 54 (2.28%) Amazon SQS
18 45 (1.90%) Amazon ELB
Communications & Networking
1 185 (7.82%) Firewall
2 184 (7.78%) TCP/IP
3 148 (6.26%) DNS
4 90 (3.80%) VPN
5 85 (3.59%) HTTP
6 57 (2.41%) Internet
7 43 (1.82%) DHCP
7 43 (1.82%) SSH
8 35 (1.48%) Network Security
8 35 (1.48%) SNMP
9 31 (1.31%) LAN
10 30 (1.27%) SMTP
11 24 (1.01%) SSL
12 21 (0.89%) Cisco ASA
12 21 (0.89%) SAN
13 18 (0.76%) BGP
14 17 (0.72%) OSPF
15 14 (0.59%) MPLS
15 14 (0.59%) OpenVPN
15 14 (0.59%) WAN
Database & Business Intelligence
1 271 (11.45%) NoSQL
2 255 (10.78%) MySQL
3 213 (9.00%) MongoDB
4 198 (8.37%) Big Data
5 181 (7.65%) PostgreSQL
6 148 (6.26%) Apache Cassandra
7 134 (5.66%) Hadoop
8 122 (5.16%) SQL Server
9 116 (4.90%) Amazon RDS
10 114 (4.82%) Redis
11 95 (4.02%) Relational Database
12 93 (3.93%) Blockchain
13 66 (2.79%) Neo4j
14 39 (1.65%) RDBMS
15 38 (1.61%) Amazon DynamoDB
16 27 (1.14%) InfluxDB
17 26 (1.10%) Amazon Redshift
17 26 (1.10%) HBase
18 23 (0.97%) Apache Hive
19 18 (0.76%) Oracle Database
Development Applications
1 1,159 (48.99%) Jenkins
2 553 (23.37%) Git (software)
3 331 (13.99%) Atlassian Bamboo
4 311 (13.14%) TeamCity
5 266 (11.24%) Maven
6 232 (9.81%) JIRA
7 221 (9.34%) Octopus Deploy
8 177 (7.48%) Subversion
9 159 (6.72%) Vagrant
10 148 (6.26%) Gradle
11 102 (4.31%) Team Foundation Server
12 97 (4.10%) Sonatype Nexus
13 84 (3.55%) MSBuild
14 82 (3.47%) GoCD
15 76 (3.21%) Cucumber
16 74 (3.13%) Selenium
17 69 (2.92%) Travis CI
18 65 (2.75%) Hudson
19 64 (2.70%) GitLab
20 63 (2.66%) Ant
General
1 534 (22.57%) Finance
2 235 (9.93%) Banking
3 128 (5.41%) Retail
4 89 (3.76%) Games
5 70 (2.96%) Telecoms
6 42 (1.78%) Law
7 38 (1.61%) Advertising
8 29 (1.23%) Investment Banking
8 29 (1.23%) Marketing
9 24 (1.01%) Legal
10 21 (0.89%) Manufacturing
10 21 (0.89%) Publishing
11 18 (0.76%) Financial Institution
12 11 (0.46%) Pharmaceutical
13 8 (0.34%) Front Office
14 7 (0.30%) Electronics
15 4 (0.17%) Back Office
16 3 (0.13%) Automotive
16 3 (0.13%) Digital Economy
17 2 (0.085%) Military
Job Titles
1 1,003 (42.39%) DevOps Engineer
2 337 (14.24%) Developer
3 308 (13.02%) AWS DevOps
3 308 (13.02%) AWS Engineer
4 280 (11.83%) Linux Engineer
5 267 (11.28%) Cloud Engineer
6 248 (10.48%) Linux/Unix DevOps
7 228 (9.64%) AWS DevOps Engineer
8 194 (8.20%) Senior DevOps
9 191 (8.07%) Linux DevOps Engineer
10 170 (7.19%) Administrator
11 166 (7.02%) Senior DevOps Engineer
12 149 (6.30%) Java Developer
13 145 (6.13%) Consultant
14 124 (5.24%) Systems Administrator
15 110 (4.65%) Linux Administrator
16 108 (4.56%) Lead DevOps
17 103 (4.35%) Architect
17 103 (4.35%) Systems Engineer
18 101 (4.27%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 299 (12.64%) Web Services
2 219 (9.26%) Spring
3 200 (8.45%) Node.js
4 156 (6.59%) AngularJS
5 151 (6.38%) .NET
5 151 (6.38%) REST
6 149 (6.30%) Elastic Stack
6 149 (6.30%) Kafka
7 137 (5.79%) RESTful
8 124 (5.24%) React
9 105 (4.44%) HTML
10 99 (4.18%) RabbitMQ
11 93 (3.93%) LAMP
11 93 (3.93%) Spring Boot
12 80 (3.38%) Hibernate
13 75 (3.17%) Akka
14 69 (2.92%) Java EE
15 67 (2.83%) CSS
16 54 (2.28%) ASP.NET
17 51 (2.16%) LDAP
Miscellaneous
1 253 (10.69%) Fintech
2 205 (8.66%) Public Cloud
3 131 (5.54%) Data Centre
4 120 (5.07%) Computer Science
5 117 (4.95%) Private Cloud
6 96 (4.06%) Greenfield Project
7 87 (3.68%) Analytical Skills
8 66 (2.79%) Linux Command Line
9 54 (2.28%) Self-Motivation
10 48 (2.03%) Hybrid Cloud
11 45 (1.90%) Enterprise Software
12 42 (1.78%) Clustering
13 39 (1.65%) Management Information System
14 38 (1.61%) Mobile App
15 34 (1.44%) Online Banking
16 33 (1.39%) Blog
17 30 (1.27%) Distributed Denial-of-Service
18 29 (1.23%) Replication
19 26 (1.10%) Cloud Native
20 23 (0.97%) Online Games
Operating Systems
1 1,487 (62.85%) Linux
2 453 (19.15%) Windows
3 302 (12.76%) Unix
4 190 (8.03%) CentOS
5 180 (7.61%) Ubuntu
6 159 (6.72%) Red Hat Enterprise Linux
7 85 (3.59%) Windows Server
8 62 (2.62%) Debian
9 48 (2.03%) CoreOS
10 25 (1.06%) Windows Server 2008
11 24 (1.01%) Android
11 24 (1.01%) VMS
12 20 (0.85%) Fedora
12 20 (0.85%) SUSE
13 14 (0.59%) Apple iOS
14 13 (0.55%) Nucleus RTOS
14 13 (0.55%) Solaris
15 11 (0.46%) DC/OS
15 11 (0.46%) Windows Server 2012
16 8 (0.34%) Mac OS X
Processes & Methodologies
1 1,888 (79.80%) DevOps
2 986 (41.67%) Agile Software Development
3 706 (29.84%) Continuous Integration
4 680 (28.74%) Configuration Management
5 497 (21.01%) Microservices
6 356 (15.05%) Open Source
7 317 (13.40%) Software Engineering
8 281 (11.88%) Deployment Automation
9 279 (11.79%) Continuous Delivery
10 266 (11.24%) Scrum
11 241 (10.19%) TDD
12 225 (9.51%) Test Automation
13 192 (8.11%) High Availability
14 173 (7.31%) Problem-Solving
15 172 (7.27%) Continuous Deployment
16 151 (6.38%) Analytics
17 145 (6.13%) E-Commerce
18 137 (5.79%) BDD
19 118 (4.99%) SDLC
20 103 (4.35%) Mentoring
Programming Languages
1 1,314 (55.54%) Python
2 696 (29.42%) Java
3 630 (26.63%) Bash Shell
4 506 (21.39%) Ruby
5 335 (14.16%) SQL
6 288 (12.17%) PowerShell
7 282 (11.92%) Perl
8 266 (11.24%) JavaScript
9 202 (8.54%) Go
10 179 (7.57%) PHP
11 176 (7.44%) C#
12 152 (6.42%) Scala
13 118 (4.99%) Shell Script
14 97 (4.10%) Java 8
15 83 (3.51%) C++
16 66 (2.79%) Groovy
17 46 (1.94%) C
18 45 (1.90%) Korn
19 37 (1.56%) Bourne shell
20 28 (1.18%) T-SQL
Qualifications
1 193 (8.16%) Degree
2 112 (4.73%) AWS Certification
3 61 (2.58%) Computer Science Degree
4 51 (2.16%) Master's Degree
5 39 (1.65%) Security Cleared
6 28 (1.18%) Cisco Certification
7 23 (0.97%) RHCE
8 22 (0.93%) SC Cleared
9 20 (0.85%) CCNP
10 17 (0.72%) Numerate Degree
11 13 (0.55%) MCSE
11 13 (0.55%) Microsoft Certification
12 10 (0.42%) MCITP
12 10 (0.42%) MCSA
13 9 (0.38%) ITIL Foundation Certificate
14 8 (0.34%) CCNA
15 7 (0.30%) CISSP
16 6 (0.25%) CCIE
17 5 (0.21%) ITIL Certification
17 5 (0.21%) RHCSA
Quality Assurance & Compliance
1 184 (7.78%) GCP
2 120 (5.07%) QA
3 39 (1.65%) PCI DSS
4 13 (0.55%) ISO/IEC 27001
5 9 (0.38%) SLA
6 3 (0.13%) COBIT
6 3 (0.13%) DICOM
6 3 (0.13%) HIPAA
6 3 (0.13%) HL7
6 3 (0.13%) PMO
6 3 (0.13%) PSD2
6 3 (0.13%) Sarbanes-Oxley
7 2 (0.085%) GDPR
7 2 (0.085%) MiFID
System Software
1 1,340 (56.64%) Docker
2 168 (7.10%) VMware Infrastructure
3 94 (3.97%) Virtual Machines
4 87 (3.68%) Active Directory
5 54 (2.28%) VirtualBox
6 52 (2.20%) KVM
7 50 (2.11%) Hyper-V
8 42 (1.78%) iptables
9 39 (1.65%) VMware ESXi
10 27 (1.14%) Xen
11 20 (0.85%) Apache Flume
11 20 (0.85%) NFS
11 20 (0.85%) vSphere
12 19 (0.80%) Samba
13 17 (0.72%) HDFS
14 16 (0.68%) LXC
15 11 (0.46%) QEMU
16 10 (0.42%) VMware NSX
17 9 (0.38%) vCloud
18 6 (0.25%) pfSense
Systems Management
1 1,387 (58.62%) Puppet
2 1,204 (50.89%) Opscode Chef
3 761 (32.16%) Kubernetes
4 746 (31.53%) Terraform
5 247 (10.44%) Salt
6 208 (8.79%) Nagios
7 111 (4.69%) Packer
8 110 (4.65%) Docker Swarm
9 86 (3.63%) Consul
10 76 (3.21%) ZABBIX
11 72 (3.04%) Grafana
12 60 (2.54%) Mesos
13 57 (2.41%) logstash
14 56 (2.37%) Graphite
15 51 (2.16%) Kibana
16 49 (2.07%) Rundeck
17 34 (1.44%) HAProxy
18 32 (1.35%) Automic
19 31 (1.31%) Prometheus
19 31 (1.31%) Rancher
Vendors
1 275 (11.62%) VMware
2 270 (11.41%) Red Hat
3 264 (11.16%) Google
4 195 (8.24%) Splunk
5 136 (5.75%) Oracle
6 129 (5.45%) New Relic
7 124 (5.24%) Microsoft
8 111 (4.69%) AppDynamics
9 93 (3.93%) SaltStack
10 89 (3.76%) Cisco
11 87 (3.68%) IBM
12 53 (2.24%) WorldPay
13 49 (2.07%) Cloudera
14 43 (1.82%) Atlassian
15 42 (1.78%) Hortonworks
16 40 (1.69%) ServiceNow
17 34 (1.44%) RedGate
18 33 (1.39%) Trend Micro
19 30 (1.27%) SolarWinds
20 29 (1.23%) Rackspace