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

Ansible
England > London
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 66 90 118
Rank change year-on-year +24 +28 +108
Permanent jobs citing Ansible 2,540 2,422 1,927
As % of all permanent IT jobs advertised in London 4.19% 3.46% 2.80%
As % of the Systems Management category 29.81% 30.74% 26.63%
Number of salaries quoted 1,965 2,008 1,687
London median annual salary £75,000 £70,000 £65,000
Median salary % change year-on-year +7.14% +7.69% +4.00%
10th Percentile £48,750 £47,500 £42,500
90th Percentile £96,250 £97,500 £88,750
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 8,521 7,879 7,237
As % of all permanent IT jobs advertised in London 14.05% 11.27% 10.51%
Number of salaries quoted 6,843 6,585 6,054
London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +4.35%
10th Percentile £38,750 £38,750 £36,250
90th Percentile £97,500 £92,500 £86,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 April 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 April 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 +47 520 £75,000 +7.14% 42
West London -5 45 £67,500 +8.00% 15
South London +12 43 £65,000 - 13
North London +26 10 £65,000 +53.73% 2
East London +5 4 £72,500 +23.40% 2
Ansible
England

For the 6 months to 19 April 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 1,886 (74.25%) DevOps
2 1,683 (66.26%) Amazon AWS
3 1,431 (56.34%) Linux
4 1,428 (56.22%) Puppet
5 1,417 (55.79%) Python
6 1,277 (50.28%) Docker
7 1,112 (43.78%) Opscode Chef
8 1,036 (40.79%) Jenkins
9 982 (38.66%) Agile Software Development
10 949 (37.36%) Terraform
11 916 (36.06%) Kubernetes
12 856 (33.70%) Microsoft Azure
13 797 (31.38%) Java
14 710 (27.95%) Configuration Management
15 688 (27.09%) Windows
16 658 (25.91%) Bash Shell
17 657 (25.87%) Finance
18 588 (23.15%) Continuous Integration
19 578 (22.76%) Git (software)
20 502 (19.76%) PowerShell
21 486 (19.13%) Google Cloud Platform
22 444 (17.48%) Ruby
23 384 (15.12%) Microservices
24 358 (14.09%) SQL
25 332 (13.07%) Continuous Delivery
26 321 (12.64%) Google
26 321 (12.64%) Open Source
27 319 (12.56%) Software Engineering
28 309 (12.17%) TeamCity
29 305 (12.01%) AWS CloudFormation

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
1 244 (9.61%) Apache
2 170 (6.69%) Tomcat
3 156 (6.14%) Apache Spark
4 126 (4.96%) Elasticsearch
5 103 (4.06%) Confluence
6 91 (3.58%) IIS
6 91 (3.58%) nginx
7 62 (2.44%) OpenStack
8 46 (1.81%) Apache Solr
9 28 (1.10%) WebSphere
10 27 (1.06%) WebLogic
11 23 (0.91%) MS Exchange
12 17 (0.67%) Cloud Foundry
12 17 (0.67%) JBoss
13 12 (0.47%) SAS
14 9 (0.35%) Adobe Experience Manager
14 9 (0.35%) Drupal
15 8 (0.31%) CMS
16 7 (0.28%) Hyperledger
16 7 (0.28%) SharePoint
Applications
1 24 (0.94%) Microsoft Office
2 3 (0.12%) AutoCAD
2 3 (0.12%) Chatbot
2 3 (0.12%) Microsoft Excel
3 2 (0.079%) HipChat
3 2 (0.079%) SPSS
4 1 (0.039%) Adobe Premiere
Business Applications
1 33 (1.30%) Payment Gateway
2 5 (0.20%) Distributed Ledger
2 5 (0.20%) NetSuite
3 2 (0.079%) Oracle BPM
4 1 (0.039%) Magento
4 1 (0.039%) Quorum
4 1 (0.039%) SAP ERP
Cloud Services
1 1,683 (66.26%) Amazon AWS
2 856 (33.70%) Microsoft Azure
3 486 (19.13%) Google Cloud Platform
4 305 (12.01%) AWS CloudFormation
5 220 (8.66%) SaaS
6 168 (6.61%) Amazon EC2
7 167 (6.57%) Amazon S3
8 142 (5.59%) PaaS
9 133 (5.24%) Amazon CloudWatch
10 131 (5.16%) OpenShift
11 125 (4.92%) Serverless
12 124 (4.88%) GitHub
13 116 (4.57%) IaaS
14 101 (3.98%) AWS Lambda
15 85 (3.35%) Cloud Computing
16 75 (2.95%) Virtual Private Cloud
17 67 (2.64%) Amazon SQS
18 61 (2.40%) Office 365
19 45 (1.77%) Amazon ELB
19 45 (1.77%) npm
Communications & Networking
1 257 (10.12%) Firewall
2 145 (5.71%) DNS
3 121 (4.76%) TCP/IP
4 92 (3.62%) HTTP
5 67 (2.64%) VPN
6 52 (2.05%) WAN
7 50 (1.97%) SSL
8 46 (1.81%) Network Security
9 45 (1.77%) LAN
10 38 (1.50%) SAN
11 30 (1.18%) VLAN
12 27 (1.06%) Internet
13 24 (0.94%) Intrusion Detection
14 22 (0.87%) iSCSI
15 20 (0.79%) BGP
16 18 (0.71%) NAS
17 16 (0.63%) Wireless
18 13 (0.51%) OSPF
18 13 (0.51%) SMTP
19 12 (0.47%) BIG-IP
Database & Business Intelligence
1 217 (8.54%) MySQL
2 162 (6.38%) PostgreSQL
3 161 (6.34%) Big Data
4 151 (5.94%) SQL Server
5 134 (5.28%) Amazon RDS
6 126 (4.96%) MongoDB
7 112 (4.41%) NoSQL
8 95 (3.74%) Apache Cassandra
9 91 (3.58%) Hadoop
10 75 (2.95%) Relational Database
11 70 (2.76%) Redis
12 68 (2.68%) Amazon Redshift
13 52 (2.05%) Blockchain
14 45 (1.77%) Amazon DynamoDB
15 40 (1.57%) SQL Server 2016
16 33 (1.30%) Oracle Database
17 27 (1.06%) Apache Hive
18 25 (0.98%) SQL Server 2012
19 19 (0.75%) RDBMS
20 18 (0.71%) SQL Server Integration Services
Development Applications
1 1,036 (40.79%) Jenkins
2 578 (22.76%) Git (software)
3 309 (12.17%) TeamCity
4 287 (11.30%) Atlassian Bamboo
5 280 (11.02%) Octopus Deploy
6 244 (9.61%) Maven
7 209 (8.23%) JIRA
8 136 (5.35%) Travis CI
9 128 (5.04%) Gradle
10 126 (4.96%) Team Foundation Server
11 122 (4.80%) Vagrant
12 108 (4.25%) GitLab
13 89 (3.50%) Ant
14 87 (3.43%) Subversion
15 84 (3.31%) Selenium
16 79 (3.11%) Visual Studio Team System
17 77 (3.03%) Artifactory
18 68 (2.68%) GoCD
19 67 (2.64%) Bitbucket
20 65 (2.56%) Sonatype Nexus
General
1 657 (25.87%) Finance
2 210 (8.27%) Banking
3 102 (4.02%) Financial Institution
4 67 (2.64%) Law
5 65 (2.56%) Retail
6 54 (2.13%) Games
7 42 (1.65%) Telecoms
8 37 (1.46%) Marketing
9 23 (0.91%) Legal
10 22 (0.87%) Investment Banking
11 20 (0.79%) Billing
12 19 (0.75%) Publishing
13 16 (0.63%) Front Office
14 12 (0.47%) Advertising
15 10 (0.39%) Back Office
16 7 (0.28%) Online Betting
17 5 (0.20%) Manufacturing
18 4 (0.16%) Digital Economy
19 3 (0.12%) International Banking
19 3 (0.12%) Retail Banking
Job Titles
1 1,026 (40.39%) DevOps Engineer
2 394 (15.51%) AWS Engineer
3 318 (12.52%) Senior DevOps
4 306 (12.05%) AWS DevOps
5 270 (10.63%) AWS DevOps Engineer
6 260 (10.24%) Cloud Engineer
7 247 (9.72%) Senior DevOps Engineer
8 246 (9.69%) Developer
9 192 (7.56%) Linux Engineer
10 133 (5.24%) Architect
11 126 (4.96%) Administrator
12 125 (4.92%) Linux/Unix DevOps
13 124 (4.88%) Consultant
13 124 (4.88%) Java Developer
14 119 (4.69%) Infrastructure Engineer
15 113 (4.45%) Platform Engineer
16 103 (4.06%) Linux DevOps Engineer
17 100 (3.94%) Software Engineer
18 98 (3.86%) Kubernetes Engineer
19 91 (3.58%) Systems Administrator
Libraries, Frameworks & Software Standards
1 285 (11.22%) Web Services
2 244 (9.61%) Elastic Stack
3 240 (9.45%) Node.js
4 222 (8.74%) .NET
5 168 (6.61%) Kafka
6 146 (5.75%) Spring
7 139 (5.47%) AngularJS
8 121 (4.76%) REST
9 101 (3.98%) RESTful
10 95 (3.74%) LAMP
11 81 (3.19%) Spring Boot
12 79 (3.11%) RabbitMQ
13 71 (2.80%) React
14 61 (2.40%) Java EE
15 53 (2.09%) LEMP Stack
16 50 (1.97%) HTML
17 44 (1.73%) J2EE
18 39 (1.54%) LAPP Stack
19 38 (1.50%) Akka
20 36 (1.42%) JSON
Miscellaneous
1 227 (8.94%) Fintech
2 225 (8.86%) Data Centre
3 185 (7.28%) Public Cloud
4 130 (5.12%) Hybrid Cloud
5 92 (3.62%) Self-Motivation
6 90 (3.54%) Enterprise Software
7 85 (3.35%) Analytical Skills
8 82 (3.23%) Greenfield Project
9 73 (2.87%) Hedge funds
10 67 (2.64%) Private Cloud
11 63 (2.48%) Cloud Native
12 53 (2.09%) User Experience
13 52 (2.05%) Linux Command Line
14 50 (1.97%) Algorithms
15 38 (1.50%) Clustering
16 30 (1.18%) Replication
16 30 (1.18%) Virtual Team
17 28 (1.10%) Blog
18 27 (1.06%) Data Structures
18 27 (1.06%) NHS
Operating Systems
1 1,431 (56.34%) Linux
2 688 (27.09%) Windows
3 257 (10.12%) Unix
4 209 (8.23%) Windows Server
5 160 (6.30%) Red Hat Enterprise Linux
6 141 (5.55%) Ubuntu
7 137 (5.39%) CentOS
8 49 (1.93%) Debian
9 34 (1.34%) CoreOS
10 31 (1.22%) SUSE
11 29 (1.14%) Fedora
12 28 (1.10%) Mesosphere
13 21 (0.83%) Windows Server 2008
14 15 (0.59%) Apple iOS
15 14 (0.55%) FreeBSD
15 14 (0.55%) VMS
16 11 (0.43%) AIX
17 8 (0.31%) VyOS
18 7 (0.28%) Mac OS
18 7 (0.28%) Solaris
Processes & Methodologies
1 1,886 (74.25%) DevOps
2 982 (38.66%) Agile Software Development
3 710 (27.95%) Configuration Management
4 588 (23.15%) Continuous Integration
5 384 (15.12%) Microservices
6 332 (13.07%) Continuous Delivery
7 321 (12.64%) Open Source
8 319 (12.56%) Software Engineering
9 229 (9.02%) Deployment Automation
10 213 (8.39%) Scrum
11 206 (8.11%) Infrastructure Engineering
12 201 (7.91%) Test Automation
13 199 (7.83%) Problem-Solving
14 192 (7.56%) Mentoring
15 174 (6.85%) TDD
16 152 (5.98%) Continuous Deployment
17 141 (5.55%) ITIL
18 140 (5.51%) Computer Science
19 136 (5.35%) Analytics
20 134 (5.28%) Site Reliability Engineering
Programming Languages
1 1,417 (55.79%) Python
2 797 (31.38%) Java
3 658 (25.91%) Bash Shell
4 502 (19.76%) PowerShell
5 444 (17.48%) Ruby
6 358 (14.09%) SQL
7 271 (10.67%) JavaScript
8 256 (10.08%) Go
9 233 (9.17%) Perl
10 171 (6.73%) C#
11 120 (4.72%) Scala
12 109 (4.29%) C++
13 108 (4.25%) PHP
14 107 (4.21%) Shell Script
15 79 (3.11%) Groovy
16 61 (2.40%) C
17 46 (1.81%) TypeScript
18 39 (1.54%) Java 8
19 28 (1.10%) R
20 24 (0.94%) Objective-C
Qualifications
1 206 (8.11%) Degree
2 98 (3.86%) Computer Science Degree
3 83 (3.27%) Security Cleared
4 64 (2.52%) AWS Certification
5 50 (1.97%) SC Cleared
6 29 (1.14%) Master's Degree
7 25 (0.98%) CISSP
8 24 (0.94%) Cisco Certification
9 22 (0.87%) RHCE
10 21 (0.83%) RHCSA
11 20 (0.79%) TOGAF Certification
12 17 (0.67%) CCNP
12 17 (0.67%) Microsoft Certification
13 14 (0.55%) DV Cleared
14 13 (0.51%) CEH
15 12 (0.47%) BPSS Clearance
15 12 (0.47%) CCNA
15 12 (0.47%) SANS
16 11 (0.43%) Numerate Degree
17 10 (0.39%) MCSE
Quality Assurance & Compliance
1 110 (4.33%) QA
2 51 (2.01%) GDPR
3 50 (1.97%) ISO/IEC 27001
4 46 (1.81%) HIPAA
5 44 (1.73%) Cyber Essentials
6 23 (0.91%) SLA
7 12 (0.47%) HL7
7 12 (0.47%) ISO 22301
7 12 (0.47%) ISO 9000
7 12 (0.47%) ISO/IEC 20000
8 7 (0.28%) MiFID
9 5 (0.20%) PSD2
10 3 (0.12%) Data Quality
11 2 (0.079%) FedRAMP
11 2 (0.079%) FISMA
11 2 (0.079%) PCI DSS
12 1 (0.039%) COBIT
12 1 (0.039%) ISO 9001
System Software
1 1,277 (50.28%) Docker
2 231 (9.09%) Active Directory
3 196 (7.72%) VMware Infrastructure
4 132 (5.20%) Hyper-V
5 75 (2.95%) Virtual Machines
6 41 (1.61%) vSphere
7 24 (0.94%) VMware ESXi
8 21 (0.83%) Varnish
9 19 (0.75%) Apache ZooKeeper
10 18 (0.71%) VirtualBox
11 14 (0.55%) NFS
12 13 (0.51%) DFS Replication
13 11 (0.43%) Oracle RAC
14 10 (0.39%) KVM
15 9 (0.35%) Apache Flume
16 7 (0.28%) Samba
16 7 (0.28%) Virtual Servers
17 6 (0.24%) HDFS
17 6 (0.24%) pfSense
18 5 (0.20%) XenApp
Systems Management
1 1,428 (56.22%) Puppet
2 1,112 (43.78%) Opscode Chef
3 949 (37.36%) Terraform
4 916 (36.06%) Kubernetes
5 261 (10.28%) Salt
6 175 (6.89%) Prometheus
7 166 (6.54%) Nagios
8 127 (5.00%) Packer
9 110 (4.33%) Grafana
10 106 (4.17%) Consul
11 68 (2.68%) Docker Swarm
12 58 (2.28%) Graphite
13 53 (2.09%) Automic
13 53 (2.09%) SCOM
14 44 (1.73%) SCCM
15 43 (1.69%) Rundeck
16 39 (1.54%) ZABBIX
17 37 (1.46%) Icinga
18 36 (1.42%) Mesos
18 36 (1.42%) Rancher
Vendors
1 321 (12.64%) Google
2 243 (9.57%) Splunk
3 242 (9.53%) VMware
4 215 (8.46%) Red Hat
5 180 (7.09%) Microsoft
6 166 (6.54%) Oracle
7 75 (2.95%) Cisco
8 73 (2.87%) AppDynamics
8 73 (2.87%) SaltStack
9 66 (2.60%) New Relic
10 56 (2.20%) Atlassian
11 51 (2.01%) IBM
12 46 (1.81%) WorldPay
13 36 (1.42%) Hortonworks
14 33 (1.30%) ServiceNow
15 32 (1.26%) Trend Micro
16 31 (1.22%) Citrix
17 29 (1.14%) Cloudera
18 27 (1.06%) Dynatrace
18 27 (1.06%) F5