Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 21 January 2019 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Edinburgh
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 74 90 113
Rank change year-on-year +16 +23 +29
Permanent jobs citing Ansible 75 58 23
As % of all permanent IT jobs advertised in Edinburgh 3.11% 2.24% 1.06%
As % of the Systems Management category 33.19% 23.02% 12.43%
Number of salaries quoted 39 24 19
Edinburgh median annual salary £45,000 £65,000 £50,000
Median salary % change year-on-year -30.77% +30.00% +11.11%
10th Percentile £26,250 £37,500 £41,750
90th Percentile £66,250 £70,625 £77,250
Scotland median annual salary £50,000 £52,500 £48,250
% change year-on-year -4.76% +8.81% +13.53%

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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 226 252 185
As % of all permanent IT jobs advertised in Edinburgh 9.37% 9.71% 8.52%
Number of salaries quoted 143 144 104
Edinburgh median annual salary £47,500 £45,000 £44,500
Median salary % change year-on-year +5.56% +1.12% +1.14%
10th Percentile £26,250 £30,000 £26,750
90th Percentile £67,500 £65,000 £57,500
Scotland median annual salary £50,000 £47,500 £41,750
% change year-on-year +5.26% +13.77% -1.76%

Ansible
Job Vacancy Trend in Edinburgh

Job postings citing Ansible as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Ansible in Edinburgh

Ansible
Salary Trend in Edinburgh

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

Salary trend for Ansible in Edinburgh

Ansible
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Ansible in Edinburgh over the 6 months to 21 January 2019.

Salary histogram for Ansible in Edinburgh

For the 6 months to 21 January 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 Edinburgh region with a requirement for Ansible.

1 62 (82.67%) DevOps
2 59 (78.67%) Linux
3 55 (73.33%) Terraform
4 51 (68.00%) Opscode Chef
5 42 (56.00%) Puppet
6 40 (53.33%) Amazon AWS
7 37 (49.33%) Continuous Delivery
8 35 (46.67%) Microsoft Azure
9 34 (45.33%) Jenkins
10 33 (44.00%) Git (software)
11 32 (42.67%) Elastic Stack
12 31 (41.33%) Docker
12 31 (41.33%) Continuous Integration
13 29 (38.67%) Atlassian Bamboo
13 29 (38.67%) Unix
13 29 (38.67%) Windows
13 29 (38.67%) Google Cloud Platform
13 29 (38.67%) Splunk
14 28 (37.33%) GoCD
14 28 (37.33%) Python
14 28 (37.33%) Open Source
14 28 (37.33%) Subversion
15 27 (36.00%) Team Foundation Server
15 27 (36.00%) Rundeck
15 27 (36.00%) Microservices
16 26 (34.67%) Octopus Deploy
16 26 (34.67%) RedGate
16 26 (34.67%) ServiceNow
16 26 (34.67%) Consul
16 26 (34.67%) IBM UrbanCode

Ansible
Co-occurring IT Skills in Edinburgh 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 6 (8.00%) JBoss
2 4 (5.33%) Apache Spark
3 2 (2.67%) Apache
3 2 (2.67%) Apache Pig
3 2 (2.67%) Apache Solr
3 2 (2.67%) Elasticsearch
3 2 (2.67%) WildFly
4 1 (1.33%) OpenStack
4 1 (1.33%) Tomcat
4 1 (1.33%) WebSphere
Cloud Services
1 40 (53.33%) Amazon AWS
2 35 (46.67%) Microsoft Azure
3 29 (38.67%) Google Cloud Platform
4 9 (12.00%) GitHub
5 7 (9.33%) SaaS
6 6 (8.00%) AWS CloudFormation
7 4 (5.33%) Amazon EC2
7 4 (5.33%) Amazon EMR
7 4 (5.33%) Amazon S3
7 4 (5.33%) AWS Lambda
7 4 (5.33%) Serverless
8 2 (2.67%) Amazon CloudWatch
8 2 (2.67%) AWS CodePipeline
8 2 (2.67%) AWS Elastic Beanstalk
8 2 (2.67%) Cloud Computing
8 2 (2.67%) Datadog
8 2 (2.67%) OpenShift
8 2 (2.67%) Sumo Logic
Communications & Networking
1 4 (5.33%) Firewall
1 4 (5.33%) VPN
2 1 (1.33%) DNS
2 1 (1.33%) SAN
2 1 (1.33%) SMTP
2 1 (1.33%) SSH
2 1 (1.33%) TCP/IP
Database & Business Intelligence
1 10 (13.33%) Big Data
2 8 (10.67%) Apache Cassandra
3 2 (2.67%) Amazon DynamoDB
3 2 (2.67%) Amazon RDS
3 2 (2.67%) Amazon Redshift
3 2 (2.67%) Apache Hive
3 2 (2.67%) Hadoop
3 2 (2.67%) MariaDB
3 2 (2.67%) MySQL
3 2 (2.67%) OpenTSDB
3 2 (2.67%) Parquet
3 2 (2.67%) PostgreSQL
3 2 (2.67%) SQL Server
4 1 (1.33%) Data Warehouse
4 1 (1.33%) MongoDB
Development Applications
1 34 (45.33%) Jenkins
2 33 (44.00%) Git (software)
3 29 (38.67%) Atlassian Bamboo
4 28 (37.33%) GoCD
4 28 (37.33%) Subversion
5 27 (36.00%) Team Foundation Server
6 26 (34.67%) IBM UrbanCode
6 26 (34.67%) JIRA
6 26 (34.67%) Octopus Deploy
7 4 (5.33%) GitLab
8 3 (4.00%) Maven
8 3 (4.00%) RSpec
8 3 (4.00%) Sonatype Nexus
8 3 (4.00%) TeamCity
8 3 (4.00%) Vagrant
9 2 (2.67%) Artifactory
9 2 (2.67%) Bitbucket
9 2 (2.67%) Travis CI
10 1 (1.33%) CA Release Automation
10 1 (1.33%) GCC
General
1 4 (5.33%) Billing
2 3 (4.00%) Banking
3 2 (2.67%) Finance
4 1 (1.33%) Retail
4 1 (1.33%) Retail Banking
Job Titles
1 29 (38.67%) DevOps Engineer
2 27 (36.00%) Senior DevOps
3 26 (34.67%) Consultant
3 26 (34.67%) DevOps Consultant
3 26 (34.67%) Senior Consultant
3 26 (34.67%) Senior DevOps Consultant
4 13 (17.33%) Junior
4 13 (17.33%) Junior DevOps
4 13 (17.33%) Junior DevOps Engineer
5 9 (12.00%) Cloud Engineer
6 6 (8.00%) Software Engineer
7 4 (5.33%) Python Engineer
7 4 (5.33%) Senior Cloud Engineer
7 4 (5.33%) Senior Software Engineer
8 3 (4.00%) AWS Engineer
8 3 (4.00%) Developer
8 3 (4.00%) Java Developer
8 3 (4.00%) Linux Systems Administrator
8 3 (4.00%) Senior Java Developer
8 3 (4.00%) Systems Administrator
Libraries, Frameworks & Software Standards
1 32 (42.67%) Elastic Stack
2 8 (10.67%) Node.js
3 7 (9.33%) Kafka
3 7 (9.33%) RESTful
4 5 (6.67%) Web Services
5 4 (5.33%) CSS
5 4 (5.33%) Flask
5 4 (5.33%) HTML
6 3 (4.00%) Spring
6 3 (4.00%) Spring Boot
7 2 (2.67%) Apache Flex
7 2 (2.67%) Apache Thrift
7 2 (2.67%) Java EE
7 2 (2.67%) PostGIS
7 2 (2.67%) Protocol Buffers
7 2 (2.67%) Samza
7 2 (2.67%) Velocity
8 1 (1.33%) LDAP
8 1 (1.33%) RabbitMQ
8 1 (1.33%) React
Miscellaneous
1 5 (6.67%) Analytical Skills
2 4 (5.33%) Data Centre
3 2 (2.67%) Cloud Native
3 2 (2.67%) Linux Command Line
3 2 (2.67%) Mainframe
3 2 (2.67%) Management Information System
3 2 (2.67%) VSAM
4 1 (1.33%) Clustering
4 1 (1.33%) Fintech
Operating Systems
1 59 (78.67%) Linux
2 29 (38.67%) Unix
2 29 (38.67%) Windows
3 8 (10.67%) Red Hat Enterprise Linux
4 2 (2.67%) Debian
4 2 (2.67%) Windows Server
5 1 (1.33%) CentOS
5 1 (1.33%) Solaris
Processes & Methodologies
1 62 (82.67%) DevOps
2 37 (49.33%) Continuous Delivery
3 31 (41.33%) Continuous Integration
4 28 (37.33%) Open Source
5 27 (36.00%) Microservices
6 26 (34.67%) Customer Engagement
7 15 (20.00%) Agile Software Development
8 14 (18.67%) Configuration Management
9 11 (14.67%) Software Engineering
10 8 (10.67%) Problem-Solving
11 7 (9.33%) Data Science
11 7 (9.33%) Immutable Server
11 7 (9.33%) Release Management
11 7 (9.33%) User Acceptance Testing
12 6 (8.00%) Analytics
12 6 (8.00%) Web Operations
13 4 (5.33%) API Design
14 3 (4.00%) Deployment Automation
14 3 (4.00%) Mathematics
14 3 (4.00%) Web Development
Programming Languages
1 28 (37.33%) Python
2 18 (24.00%) Java
3 11 (14.67%) Ruby
4 9 (12.00%) JavaScript
5 7 (9.33%) Bash Shell
6 6 (8.00%) Go
7 5 (6.67%) SQL
8 3 (4.00%) Java 8
8 3 (4.00%) Java 9
8 3 (4.00%) PowerShell
9 2 (2.67%) C#
9 2 (2.67%) COBOL
9 2 (2.67%) JCL
9 2 (2.67%) Perl
9 2 (2.67%) Scala
10 1 (1.33%) Bourne shell
10 1 (1.33%) C-shell
10 1 (1.33%) Korn
10 1 (1.33%) Shell Script
Qualifications
1 4 (5.33%) Degree
Quality Assurance & Compliance
1 2 (2.67%) PCI DSS
System Software
1 31 (41.33%) Docker
2 3 (4.00%) VMware Infrastructure
3 2 (2.67%) HDFS
3 2 (2.67%) Time Sharing Option
3 2 (2.67%) Virtual Machines
4 1 (1.33%) NFS
4 1 (1.33%) Veritas Cluster Server
4 1 (1.33%) Veritas Volume Manager
4 1 (1.33%) VMware ESXi
4 1 (1.33%) vSphere
Systems Management
1 55 (73.33%) Terraform
2 51 (68.00%) Opscode Chef
3 42 (56.00%) Puppet
4 27 (36.00%) Rundeck
5 26 (34.67%) Consul
6 20 (26.67%) Kubernetes
7 10 (13.33%) Salt
8 5 (6.67%) Mesos
8 5 (6.67%) Packer
9 3 (4.00%) Grafana
9 3 (4.00%) Prometheus
10 2 (2.67%) CA Endevor
10 2 (2.67%) Kibana
10 2 (2.67%) logstash
10 2 (2.67%) Oozie
10 2 (2.67%) Sysdig
11 1 (1.33%) Cacti
11 1 (1.33%) Capistrano
11 1 (1.33%) HAProxy
11 1 (1.33%) ZABBIX
Vendors
1 29 (38.67%) Splunk
2 26 (34.67%) Delphix
2 26 (34.67%) RedGate
2 26 (34.67%) ServiceNow
3 6 (8.00%) VMware
4 4 (5.33%) Red Hat
5 3 (4.00%) New Relic
6 2 (2.67%) Cisco
6 2 (2.67%) Google
7 1 (1.33%) EMC
7 1 (1.33%) F5
7 1 (1.33%) IBM
7 1 (1.33%) Juniper
7 1 (1.33%) Microsoft
7 1 (1.33%) NetApp
7 1 (1.33%) Oracle
7 1 (1.33%) Perforce
7 1 (1.33%) Sun
7 1 (1.33%) Veritas