Period
to 17 December 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Ansible
England > London
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 81 100 115
Rank change year-on-year +19 +15 +190
Permanent jobs citing Ansible 2,585 2,333 2,020
As % of all permanent IT jobs advertised in London 3.89% 3.17% 2.75%
As % of the Systems Management category 29.92% 30.56% 26.45%
Number of salaries quoted 1,945 2,013 1,798
London median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £46,250 £46,250 £42,500
90th Percentile £95,000 £100,000 £90,000
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +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 8,640 7,634 7,636
As % of all permanent IT jobs advertised in London 13.00% 10.39% 10.38%
Number of salaries quoted 6,951 6,372 6,516
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +9.09%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £95,000 £90,000 £85,000
England median annual salary £56,500 £55,000 £52,000
% change year-on-year +2.73% +5.77% +4.00%

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 17 December 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 17 December 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 +38 547 £70,000 - 126
West London +15 87 £65,000 +6.12% 54
South London +12 41 £70,000 +3.70% 13
East London +10 18 £80,000 +53.85% 23
North London +18 5 £50,000 -47.37% 3
Ansible
England

For the 6 months to 17 December 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 1,969 (76.17%) DevOps
2 1,649 (63.79%) Amazon AWS
3 1,566 (60.58%) Linux
4 1,524 (58.96%) Python
5 1,506 (58.26%) Puppet
6 1,378 (53.31%) Docker
7 1,272 (49.21%) Opscode Chef
8 1,142 (44.18%) Jenkins
9 1,023 (39.57%) Agile Software Development
10 966 (37.37%) Kubernetes
11 963 (37.25%) Microsoft Azure
12 873 (33.77%) Terraform
13 821 (31.76%) Java
14 780 (30.17%) Configuration Management
15 681 (26.34%) Bash Shell
16 677 (26.19%) Windows
17 658 (25.45%) Continuous Integration
18 639 (24.72%) Finance
19 598 (23.13%) Git (software)
20 506 (19.57%) Ruby
21 485 (18.76%) Google Cloud Platform
22 469 (18.14%) SQL
23 430 (16.63%) PowerShell
24 399 (15.44%) Microservices
25 383 (14.82%) Red Hat
26 362 (14.00%) Open Source
27 356 (13.77%) VMware
28 351 (13.58%) Google
29 350 (13.54%) Atlassian Bamboo
30 343 (13.27%) TeamCity

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
1 219 (8.47%) Apache
2 153 (5.92%) Confluence
3 147 (5.69%) Elasticsearch
3 147 (5.69%) Tomcat
4 136 (5.26%) nginx
5 108 (4.18%) OpenStack
6 99 (3.83%) IIS
7 80 (3.09%) Apache Spark
8 49 (1.90%) Cloud Foundry
9 39 (1.51%) JBoss
10 38 (1.47%) Apache Solr
11 37 (1.43%) WebSphere
12 27 (1.04%) MS Exchange
13 26 (1.01%) Adobe Experience Manager
14 25 (0.97%) CMS
15 24 (0.93%) Anypoint
16 17 (0.66%) Mule
16 17 (0.66%) WebLogic
17 16 (0.62%) GlassFish
18 15 (0.58%) SharePoint
Applications
1 22 (0.85%) Microsoft Office
2 6 (0.23%) Snapchat
3 5 (0.19%) Chatbot
4 3 (0.12%) AutoCAD
4 3 (0.12%) Microsoft Excel
5 2 (0.077%) Microsoft PowerPoint
6 1 (0.039%) Adobe Premiere
6 1 (0.039%) HipChat
6 1 (0.039%) SPSS
Business Applications
1 25 (0.97%) Distributed Ledger
2 24 (0.93%) Payment Gateway
3 4 (0.15%) Magento
3 4 (0.15%) Remedy ITSM
4 2 (0.077%) Quorum
5 1 (0.039%) Rolfe and Nolan
5 1 (0.039%) SAP Hybris
Cloud Services
1 1,649 (63.79%) Amazon AWS
2 963 (37.25%) Microsoft Azure
3 485 (18.76%) Google Cloud Platform
4 336 (13.00%) AWS CloudFormation
5 221 (8.55%) SaaS
6 168 (6.50%) GitHub
7 164 (6.34%) Amazon EC2
8 142 (5.49%) Amazon S3
9 125 (4.84%) OpenShift
10 122 (4.72%) Amazon CloudWatch
11 105 (4.06%) Serverless
12 103 (3.98%) Cloud Computing
13 102 (3.95%) PaaS
14 92 (3.56%) IaaS
15 87 (3.37%) AWS Lambda
16 75 (2.90%) Virtual Private Cloud
17 64 (2.48%) Azure Active Directory
18 60 (2.32%) Amazon SQS
19 49 (1.90%) Amazon ELB
20 47 (1.82%) Office 365
Communications & Networking
1 268 (10.37%) Firewall
2 196 (7.58%) DNS
3 154 (5.96%) TCP/IP
4 90 (3.48%) HTTP
4 90 (3.48%) VPN
5 70 (2.71%) Internet
6 63 (2.44%) WAN
7 45 (1.74%) SAN
8 44 (1.70%) Network Security
9 43 (1.66%) SSL
10 40 (1.55%) LAN
11 39 (1.51%) BGP
12 29 (1.12%) DHCP
12 29 (1.12%) NAS
13 24 (0.93%) VLAN
14 19 (0.74%) OpenVPN
14 19 (0.74%) OSPF
15 18 (0.70%) iSCSI
15 18 (0.70%) SSH
16 17 (0.66%) SNMP
Database & Business Intelligence
1 264 (10.21%) MySQL
2 186 (7.20%) SQL Server
3 180 (6.96%) NoSQL
4 162 (6.27%) PostgreSQL
5 160 (6.19%) Big Data
6 143 (5.53%) Amazon RDS
7 122 (4.72%) MongoDB
8 113 (4.37%) Relational Database
9 89 (3.44%) Hadoop
10 85 (3.29%) Blockchain
11 79 (3.06%) Apache Cassandra
12 75 (2.90%) Redis
13 53 (2.05%) Oracle Database
14 52 (2.01%) Amazon DynamoDB
15 43 (1.66%) RDBMS
16 35 (1.35%) SQL Server 2016
17 28 (1.08%) Amazon Redshift
18 26 (1.01%) Neo4j
19 24 (0.93%) InfluxDB
20 22 (0.85%) Apache Hive
Development Applications
1 1,142 (44.18%) Jenkins
2 598 (23.13%) Git (software)
3 350 (13.54%) Atlassian Bamboo
4 343 (13.27%) Maven
4 343 (13.27%) TeamCity
5 322 (12.46%) Octopus Deploy
6 285 (11.03%) JIRA
7 158 (6.11%) Vagrant
8 157 (6.07%) Subversion
9 132 (5.11%) Team Foundation Server
10 124 (4.80%) Gradle
11 114 (4.41%) Ant
12 108 (4.18%) Sonatype Nexus
13 90 (3.48%) Travis CI
14 81 (3.13%) Cucumber
14 81 (3.13%) Visual Studio Team System
15 78 (3.02%) Selenium
16 63 (2.44%) GoCD
17 59 (2.28%) Bitbucket
17 59 (2.28%) GitLab
General
1 639 (24.72%) Finance
2 196 (7.58%) Banking
3 92 (3.56%) Games
4 88 (3.40%) Financial Institution
5 68 (2.63%) Law
6 54 (2.09%) Retail
7 42 (1.62%) Marketing
8 34 (1.32%) Investment Banking
9 31 (1.20%) Advertising
9 31 (1.20%) Telecoms
10 27 (1.04%) Legal
11 19 (0.74%) Front Office
12 15 (0.58%) Publishing
13 13 (0.50%) Automotive
14 8 (0.31%) Back Office
14 8 (0.31%) Manufacturing
14 8 (0.31%) Spanish Language
15 5 (0.19%) French Language
15 5 (0.19%) Online Betting
16 4 (0.15%) Electronics
Job Titles
1 1,046 (40.46%) DevOps Engineer
2 259 (10.02%) AWS Engineer
3 254 (9.83%) Developer
4 250 (9.67%) Linux Engineer
5 241 (9.32%) Senior DevOps
6 238 (9.21%) Cloud Engineer
7 223 (8.63%) AWS DevOps
8 184 (7.12%) Linux/Unix DevOps
9 180 (6.96%) Administrator
10 177 (6.85%) Senior DevOps Engineer
11 171 (6.62%) AWS DevOps Engineer
12 154 (5.96%) Consultant
13 146 (5.65%) Platform Engineer
14 138 (5.34%) Architect
15 134 (5.18%) Linux DevOps Engineer
15 134 (5.18%) Systems Administrator
16 114 (4.41%) Lead DevOps
17 103 (3.98%) Java Developer
18 101 (3.91%) Infrastructure Engineer
19 96 (3.71%) Kubernetes Engineer
Libraries, Frameworks & Software Standards
1 292 (11.30%) Web Services
2 237 (9.17%) .NET
3 217 (8.39%) Node.js
4 193 (7.47%) Elastic Stack
5 157 (6.07%) Spring
6 155 (6.00%) AngularJS
7 123 (4.76%) Kafka
8 120 (4.64%) LAMP
9 102 (3.95%) React
10 94 (3.64%) REST
11 93 (3.60%) Spring Boot
12 78 (3.02%) RabbitMQ
13 76 (2.94%) RESTful
14 69 (2.67%) LEMP Stack
15 67 (2.59%) HTML
16 63 (2.44%) Middleware
17 60 (2.32%) ASP.NET
18 59 (2.28%) CSS
19 58 (2.24%) J2EE
20 39 (1.51%) LDAP
Miscellaneous
1 265 (10.25%) Fintech
2 188 (7.27%) Data Centre
3 171 (6.62%) Public Cloud
4 110 (4.26%) Analytical Skills
5 102 (3.95%) Enterprise Software
6 95 (3.68%) Private Cloud
7 92 (3.56%) Hybrid Cloud
8 86 (3.33%) Linux Command Line
9 80 (3.09%) Greenfield Project
9 80 (3.09%) Self-Motivation
10 75 (2.90%) Hedge funds
11 53 (2.05%) Clustering
12 52 (2.01%) User Experience
13 45 (1.74%) Cloud Native
13 45 (1.74%) Management Information System
14 37 (1.43%) Mobile App
15 29 (1.12%) Blog
15 29 (1.12%) Distributed Denial-of-Service
16 28 (1.08%) Mobile Banking
16 28 (1.08%) Robotics
Operating Systems
1 1,566 (60.58%) Linux
2 677 (26.19%) Windows
3 277 (10.72%) Unix
4 270 (10.44%) Red Hat Enterprise Linux
5 257 (9.94%) CentOS
6 181 (7.00%) Windows Server
7 176 (6.81%) Ubuntu
8 69 (2.67%) Debian
9 38 (1.47%) CoreOS
10 33 (1.28%) Solaris
10 33 (1.28%) Windows Server 2008
11 22 (0.85%) Mesosphere
12 21 (0.81%) Fedora
13 20 (0.77%) FreeBSD
14 17 (0.66%) VMS
15 15 (0.58%) SUSE
16 13 (0.50%) Oracle Linux
17 12 (0.46%) Apple iOS
18 9 (0.35%) Android
18 9 (0.35%) Windows Server 2012
Processes & Methodologies
1 1,969 (76.17%) DevOps
2 1,023 (39.57%) Agile Software Development
3 780 (30.17%) Configuration Management
4 658 (25.45%) Continuous Integration
5 399 (15.44%) Microservices
6 362 (14.00%) Open Source
7 321 (12.42%) Continuous Delivery
8 285 (11.03%) Deployment Automation
9 275 (10.64%) Software Engineering
10 232 (8.97%) Problem-Solving
10 232 (8.97%) Scrum
11 227 (8.78%) Test Automation
12 206 (7.97%) High Availability
13 204 (7.89%) Infrastructure Engineering
14 178 (6.89%) TDD
15 155 (6.00%) Computer Science
16 153 (5.92%) ITIL
17 151 (5.84%) Continuous Deployment
18 141 (5.45%) Site Reliability Engineering
19 133 (5.15%) Mentoring
Programming Languages
1 1,524 (58.96%) Python
2 821 (31.76%) Java
3 681 (26.34%) Bash Shell
4 506 (19.57%) Ruby
5 469 (18.14%) SQL
6 430 (16.63%) PowerShell
7 322 (12.46%) Go
8 321 (12.42%) JavaScript
9 262 (10.14%) Perl
10 224 (8.67%) C#
11 140 (5.42%) C++
12 129 (4.99%) PHP
13 100 (3.87%) Scala
14 93 (3.60%) Shell Script
15 85 (3.29%) C
16 51 (1.97%) R
17 47 (1.82%) Korn
18 42 (1.62%) Java 8
19 38 (1.47%) Groovy
20 35 (1.35%) Bourne shell
Qualifications
1 211 (8.16%) Degree
2 82 (3.17%) Computer Science Degree
3 81 (3.13%) AWS Certification
4 57 (2.21%) Security Cleared
5 45 (1.74%) Cisco Certification
6 36 (1.39%) SC Cleared
7 35 (1.35%) Master's Degree
8 32 (1.24%) RHCE
9 26 (1.01%) Microsoft Certification
10 24 (0.93%) CCNP
11 21 (0.81%) CCNA
12 20 (0.77%) RHCSA
13 19 (0.74%) DV Cleared
14 17 (0.66%) CISSP
15 16 (0.62%) MCSA
15 16 (0.62%) MCSE
16 13 (0.50%) VMware Certified Professional (VCP)
17 12 (0.46%) Numerate Degree
18 10 (0.39%) BPSS Clearance
18 10 (0.39%) CCSP
Quality Assurance & Compliance
1 117 (4.53%) QA
2 38 (1.47%) GDPR
3 32 (1.24%) ISO/IEC 27001
4 29 (1.12%) Cyber Essentials
4 29 (1.12%) HIPAA
5 12 (0.46%) SLA
6 10 (0.39%) ISO/IEC 20000
6 10 (0.39%) MiFID
6 10 (0.39%) PCI DSS
7 5 (0.19%) PSD2
7 5 (0.19%) Sarbanes-Oxley
8 4 (0.15%) Data Quality
8 4 (0.15%) PMO
9 1 (0.039%) ISO 9001
System Software
1 1,378 (53.31%) Docker
2 267 (10.33%) VMware Infrastructure
3 234 (9.05%) Active Directory
4 125 (4.84%) Hyper-V
5 66 (2.55%) Virtual Machines
6 52 (2.01%) VMware ESXi
7 38 (1.47%) vSphere
8 34 (1.32%) KVM
9 33 (1.28%) Xen
10 31 (1.20%) VirtualBox
11 28 (1.08%) NFS
12 24 (0.93%) pfSense
12 24 (0.93%) Samba
12 24 (0.93%) Varnish
13 23 (0.89%) Apache ZooKeeper
14 12 (0.46%) Firmware
14 12 (0.46%) VMware NSX
15 11 (0.43%) Oracle RAC
15 11 (0.43%) QEMU
16 8 (0.31%) DFS Replication
Systems Management
1 1,506 (58.26%) Puppet
2 1,272 (49.21%) Opscode Chef
3 966 (37.37%) Kubernetes
4 873 (33.77%) Terraform
5 310 (11.99%) Salt
6 199 (7.70%) Nagios
7 125 (4.84%) Docker Swarm
8 117 (4.53%) Grafana
9 114 (4.41%) Packer
10 105 (4.06%) Prometheus
11 94 (3.64%) Consul
12 89 (3.44%) Graphite
13 72 (2.79%) ZABBIX
14 59 (2.28%) Kibana
15 58 (2.24%) logstash
16 50 (1.93%) Automic
17 43 (1.66%) SCOM
18 39 (1.51%) Mesos
19 38 (1.47%) Rundeck
20 37 (1.43%) HAProxy
Vendors
1 383 (14.82%) Red Hat
2 356 (13.77%) VMware
3 351 (13.58%) Google
4 245 (9.48%) Splunk
5 231 (8.94%) Microsoft
6 174 (6.73%) Oracle
7 128 (4.95%) New Relic
8 102 (3.95%) Cisco
9 81 (3.13%) SaltStack
10 78 (3.02%) AppDynamics
11 70 (2.71%) Atlassian
12 51 (1.97%) Citrix
13 50 (1.93%) Trend Micro
14 43 (1.66%) WorldPay
15 33 (1.28%) Rackspace
16 31 (1.20%) EMC
16 31 (1.20%) RedGate
16 31 (1.20%) SolarWinds
17 30 (1.16%) Hortonworks
17 30 (1.16%) SAP