Period
to 16 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 16 October 2017 with a comparison to the same period in the previous 2 years.

Ansible
Central London > City of London
6 months to
16 Oct 2017
Same period 2016 Same period 2015
Rank 106 118 259
Rank change year-on-year +12 +141 +179
Permanent jobs citing Ansible 278 309 187
As % of all permanent IT jobs advertised in the City of London 2.79% 2.58% 1.02%
As % of the Systems Management category 27.07% 24.03% 12.03%
Number of salaries quoted 264 295 172
City of London median annual salary £70,000 £62,500 £63,750
Median salary % change year-on-year +12.00% -1.96% +41.67%
10th Percentile £50,000 £43,750 £45,000
90th Percentile £108,875 £85,000 £82,500
Central London median annual salary £70,000 £62,500 £65,000
% change year-on-year +12.00% -3.85% +44.44%

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 the City of London with a requirement for systems management skills.

All Systems Management Skills
City of London
Permanent vacancies with a requirement for systems management skills 1027 1286 1554
As % of all permanent IT jobs advertised in the City of London 10.31% 10.75% 8.52%
Number of salaries quoted 943 1165 1373
City of London median annual salary £62,000 £57,500 £57,500
Median salary % change year-on-year +7.83% - +9.52%
10th Percentile £37,500 £36,250 £36,250
90th Percentile £100,000 £85,000 £76,250
Central London median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Ansible
Job Vacancy Trend in the City of London

Job postings citing Ansible as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Ansible in the City of London

Ansible
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Ansible in the City of London.

Salary trend for Ansible in the City of London

Ansible
Salary Histogram in the City of London

The salary distribution of IT jobs citing Ansible in the City of London over the 6 months to 16 October 2017.

Salary histogram for Ansible in the City of London

For the 6 months to 16 October 2017, IT jobs citing Ansible also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Ansible.

1 193 (69.42%) DevOps
2 168 (60.43%) Linux
3 161 (57.91%) Python
4 160 (57.55%) Amazon AWS
5 154 (55.40%) Puppet
6 132 (47.48%) Docker
7 109 (39.21%) Opscode Chef
8 98 (35.25%) Jenkins
9 97 (34.89%) Agile Software Development
10 91 (32.73%) Java
11 80 (28.78%) Bash Shell
12 75 (26.98%) Continuous Integration
13 71 (25.54%) Terraform
14 70 (25.18%) Unix
15 61 (21.94%) Configuration Management
15 61 (21.94%) Ruby
16 55 (19.78%) Perl
17 54 (19.42%) Microsoft Azure
18 50 (17.99%) Windows
19 49 (17.63%) Kubernetes
20 44 (15.83%) Elastic Stack
21 43 (15.47%) Git (software)
21 43 (15.47%) Microservices
22 42 (15.11%) Elasticsearch
22 42 (15.11%) E-Commerce
23 41 (14.75%) SQL
23 41 (14.75%) MySQL
23 41 (14.75%) Red Hat
24 40 (14.39%) Finance
25 38 (13.67%) Banking

Ansible
Co-occurring IT Skills in the City of 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 42 (15.11%) Elasticsearch
2 33 (11.87%) Apache
3 29 (10.43%) OpenStack
4 26 (9.35%) Apache Spark
4 26 (9.35%) Tomcat
5 24 (8.63%) JBoss
6 20 (7.19%) WebLogic
7 15 (5.40%) WebSphere
8 14 (5.04%) nginx
8 14 (5.04%) WebSphere Application Server
9 11 (3.96%) Apache Solr
9 11 (3.96%) CMS
10 10 (3.60%) Confluence
10 10 (3.60%) Jetty
11 9 (3.24%) Apache Airflow
12 8 (2.88%) IIS
13 7 (2.52%) SharePoint
14 5 (1.80%) GlassFish
15 4 (1.44%) CloudStack
15 4 (1.44%) Drupal
Applications
1 1 (0.36%) HipChat
1 1 (0.36%) Microsoft Office
Business Applications
1 4 (1.44%) R3 Corda
2 3 (1.08%) Workday HCM
Cloud Services
1 160 (57.55%) Amazon AWS
2 54 (19.42%) Microsoft Azure
3 29 (10.43%) AWS CloudFormation
4 28 (10.07%) Amazon EC2
5 23 (8.27%) GitHub
6 18 (6.47%) Google Cloud Platform
7 17 (6.12%) Serverless
8 16 (5.76%) AWS Lambda
9 15 (5.40%) Amazon CloudWatch
10 14 (5.04%) Virtual Private Cloud
11 12 (4.32%) Amazon S3
12 11 (3.96%) Amazon ElastiCache
13 9 (3.24%) CloudFront
13 9 (3.24%) IaaS
13 9 (3.24%) SaaS
14 8 (2.88%) AWS Elastic Beanstalk
14 8 (2.88%) Datadog
14 8 (2.88%) Route 53
15 7 (2.52%) Akamai
15 7 (2.52%) Rackspace Cloud
Communications & Networking
1 16 (5.76%) Firewall
1 16 (5.76%) Internet
2 11 (3.96%) TCP/IP
3 9 (3.24%) DNS
3 9 (3.24%) Network Security
4 8 (2.88%) LDAP
5 5 (1.80%) HTTP
6 4 (1.44%) FTP
7 3 (1.08%) SAN
7 3 (1.08%) VPN
8 2 (0.72%) Cisco ASA
8 2 (0.72%) Cisco Nexus
9 1 (0.36%) Asterisk PBX
9 1 (0.36%) Fibre Channel
9 1 (0.36%) iSCSI
9 1 (0.36%) NAS
9 1 (0.36%) OpenVPN
9 1 (0.36%) RTP
9 1 (0.36%) SNMP
9 1 (0.36%) SSL
Database & Business Intelligence
1 41 (14.75%) MySQL
2 38 (13.67%) MongoDB
3 33 (11.87%) Redis
4 32 (11.51%) NoSQL
5 29 (10.43%) PostgreSQL
6 22 (7.91%) Big Data
7 20 (7.19%) Apache Cassandra
7 20 (7.19%) SQL Server
8 19 (6.83%) Amazon Redshift
9 15 (5.40%) Amazon RDS
9 15 (5.40%) Hadoop
10 13 (4.68%) Amazon DynamoDB
11 11 (3.96%) Couchbase
12 10 (3.60%) InfluxDB
12 10 (3.60%) Riak
13 8 (2.88%) Neo4j
14 7 (2.52%) InterSystems Cache
15 6 (2.16%) Blockchain
16 4 (1.44%) Oracle Database
16 4 (1.44%) Relational Database
Development Applications
1 98 (35.25%) Jenkins
2 43 (15.47%) Git (software)
3 26 (9.35%) TeamCity
4 19 (6.83%) JIRA
5 13 (4.68%) Vagrant
6 11 (3.96%) Sonatype Nexus
6 11 (3.96%) Subversion
7 10 (3.60%) Atlassian Bamboo
8 9 (3.24%) Octopus Deploy
9 8 (2.88%) Bitbucket
10 7 (2.52%) Team Foundation Server
11 6 (2.16%) Maven
11 6 (2.16%) Travis CI
12 5 (1.80%) Ant
12 5 (1.80%) Artifactory
13 4 (1.44%) Cucumber
13 4 (1.44%) Hudson
13 4 (1.44%) MSBuild
14 3 (1.08%) RSpec
14 3 (1.08%) Visual Studio Team System
General
1 40 (14.39%) Finance
2 38 (13.67%) Banking
3 17 (6.12%) Marketing
4 13 (4.68%) Advertising
5 10 (3.60%) Telecoms
6 9 (3.24%) Investment Banking
6 9 (3.24%) Retail
7 5 (1.80%) Games
8 4 (1.44%) Back Office
8 4 (1.44%) Front Office
9 2 (0.72%) Digital Economy
9 2 (0.72%) Publishing
10 1 (0.36%) Financial Institution
10 1 (0.36%) Law
10 1 (0.36%) Music Industry
Job Titles
1 110 (39.57%) DevOps Engineer
2 35 (12.59%) Developer
3 26 (9.35%) Senior DevOps
4 24 (8.63%) Senior DevOps Engineer
5 22 (7.91%) Administrator
5 22 (7.91%) Java Developer
6 18 (6.47%) Linux Engineer
7 16 (5.76%) AWS Engineer
8 15 (5.40%) AWS DevOps
8 15 (5.40%) Lead DevOps
9 14 (5.04%) AWS DevOps Engineer
9 14 (5.04%) Engineering Manager
9 14 (5.04%) Systems Engineer
10 13 (4.68%) Linux/Unix DevOps
11 12 (4.32%) Analyst
11 12 (4.32%) Linux DevOps Engineer
11 12 (4.32%) Support Analyst
11 12 (4.32%) Systems Administrator
12 11 (3.96%) Applications Support
12 11 (3.96%) Unix Administrator
Libraries, Frameworks & Software Standards
1 44 (15.83%) Elastic Stack
2 38 (13.67%) Web Services
3 34 (12.23%) Node.js
4 21 (7.55%) React
5 17 (6.12%) .NET
5 17 (6.12%) Kafka
6 15 (5.40%) AngularJS
7 12 (4.32%) HTML
8 11 (3.96%) Lucene
9 10 (3.60%) LEMP Stack
10 8 (2.88%) CSS
10 8 (2.88%) LAMP
11 7 (2.52%) RabbitMQ
11 7 (2.52%) REST
11 7 (2.52%) XML
12 6 (2.16%) ASP.NET
12 6 (2.16%) FIX Protocol
13 4 (1.44%) Java EE
13 4 (1.44%) JSP
13 4 (1.44%) SOAP
Miscellaneous
1 19 (6.83%) Enterprise Software
2 13 (4.68%) Fintech
3 12 (4.32%) Computer Science
4 11 (3.96%) Greenfield Project
5 10 (3.60%) Linux Command Line
6 9 (3.24%) Management Information System
7 7 (2.52%) Data Centre
7 7 (2.52%) Foreign Exchange (FX)
8 4 (1.44%) Market Risk
8 4 (1.44%) Replication
9 3 (1.08%) Clustering
9 3 (1.08%) Public Cloud
9 3 (1.08%) User Experience
10 2 (0.72%) Analytical Skills
10 2 (0.72%) Fixed Income
10 2 (0.72%) Hedge funds
10 2 (0.72%) Online Banking
10 2 (0.72%) Private Cloud
11 1 (0.36%) CLARiiON
11 1 (0.36%) Smartphone
Operating Systems
1 168 (60.43%) Linux
2 70 (25.18%) Unix
3 50 (17.99%) Windows
4 28 (10.07%) CentOS
4 28 (10.07%) Red Hat Enterprise Linux
5 21 (7.55%) Ubuntu
6 12 (4.32%) Solaris
7 11 (3.96%) Windows Server
8 4 (1.44%) CoreOS
8 4 (1.44%) Debian
9 3 (1.08%) Windows 10
9 3 (1.08%) Windows 7
9 3 (1.08%) Windows Server 2008
10 2 (0.72%) AIX
11 1 (0.36%) Android
11 1 (0.36%) Apple iOS
11 1 (0.36%) VMS
Processes & Methodologies
1 193 (69.42%) DevOps
2 97 (34.89%) Agile Software Development
3 75 (26.98%) Continuous Integration
4 61 (21.94%) Configuration Management
5 43 (15.47%) Microservices
6 42 (15.11%) E-Commerce
7 33 (11.87%) Software Engineering
8 30 (10.79%) Coaching
8 30 (10.79%) Line Management
9 27 (9.71%) TDD
10 25 (8.99%) Continuous Delivery
11 24 (8.63%) Machine Learning
12 21 (7.55%) Auto-Scaling
12 21 (7.55%) Migration
12 21 (7.55%) Scrum
13 17 (6.12%) High Availability
13 17 (6.12%) Kanban
14 15 (5.40%) OO
14 15 (5.40%) Open Source
15 14 (5.04%) RUP
Programming Languages
1 161 (57.91%) Python
2 91 (32.73%) Java
3 80 (28.78%) Bash Shell
4 61 (21.94%) Ruby
5 55 (19.78%) Perl
6 41 (14.75%) SQL
7 37 (13.31%) Scala
8 30 (10.79%) PHP
8 30 (10.79%) PowerShell
9 29 (10.43%) Go
10 26 (9.35%) JavaScript
11 16 (5.76%) Shell Script
12 12 (4.32%) C#
13 9 (3.24%) C++
14 6 (2.16%) Groovy
15 5 (1.80%) Clojure
16 4 (1.44%) VB
17 3 (1.08%) Korn
17 3 (1.08%) T-SQL
18 2 (0.72%) VBScript
Qualifications
1 16 (5.76%) Degree
2 9 (3.24%) Computer Science Degree
3 1 (0.36%) (ISC)2 CCSP
3 1 (0.36%) CISA
3 1 (0.36%) CISM
3 1 (0.36%) CISSP
3 1 (0.36%) CSSLP
3 1 (0.36%) Master's Degree
3 1 (0.36%) Numerate Degree
3 1 (0.36%) OCP
3 1 (0.36%) Oracle Certification
3 1 (0.36%) SANS
3 1 (0.36%) SC Cleared
3 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 11 (3.96%) QA
2 1 (0.36%) GCP
2 1 (0.36%) SLA
System Software
1 132 (47.48%) Docker
2 17 (6.12%) Active Directory
3 10 (3.60%) VMware Infrastructure
4 8 (2.88%) LXC
4 8 (2.88%) Xen
5 7 (2.52%) Varnish
5 7 (2.52%) vSphere
6 4 (1.44%) iptables
6 4 (1.44%) VirtualBox
6 4 (1.44%) XenServer
7 3 (1.08%) Apache ZooKeeper
7 3 (1.08%) Microsoft App-V
8 2 (0.72%) Hyper-V
8 2 (0.72%) KVM
9 1 (0.36%) Apache Flume
9 1 (0.36%) Ceph
9 1 (0.36%) Kamailio
9 1 (0.36%) Samba
9 1 (0.36%) vCloud
9 1 (0.36%) VMware ESXi
Systems Management
1 154 (55.40%) Puppet
2 109 (39.21%) Opscode Chef
3 71 (25.54%) Terraform
4 49 (17.63%) Kubernetes
5 29 (10.43%) Salt
6 18 (6.47%) Kibana
7 16 (5.76%) logstash
7 16 (5.76%) Nagios
8 14 (5.04%) ITRS Geneos
9 13 (4.68%) Grafana
10 10 (3.60%) BMC PATROL
11 8 (2.88%) HAProxy
11 8 (2.88%) Mesos
12 7 (2.52%) CFEngine
12 7 (2.52%) ZABBIX
13 6 (2.16%) Docker Swarm
14 5 (1.80%) Icinga
15 4 (1.44%) Cobbler
15 4 (1.44%) Rancher
15 4 (1.44%) Tivoli
Vendors
1 41 (14.75%) Red Hat
2 33 (11.87%) Oracle
3 24 (8.63%) Microsoft
4 22 (7.91%) VMware
5 20 (7.19%) Splunk
6 18 (6.47%) Google
7 16 (5.76%) BMC
8 15 (5.40%) New Relic
9 12 (4.32%) Rackspace
10 11 (3.96%) SaltStack
11 9 (3.24%) TIBCO
12 8 (2.88%) Citrix
12 8 (2.88%) PagerDuty
13 7 (2.52%) ServiceNow
14 6 (2.16%) Adthena
14 6 (2.16%) Murex
15 5 (1.80%) Cisco
15 5 (1.80%) EMC
16 4 (1.44%) Remedy
16 4 (1.44%) Sun