Period
to 23 June 2018

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

Ansible
Scotland > Edinburgh
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 51 109 128
Rank change year-on-year +58 +19 +13
Permanent jobs citing Ansible 117 32 15
As % of all permanent IT jobs advertised in Edinburgh 4.30% 1.36% 0.59%
As % of the Systems Management category 33.24% 14.68% 8.88%
Number of salaries quoted 44 20 13
Edinburgh median annual salary £45,000 £65,000 £45,000
Median salary % change year-on-year -30.77% +44.44% -5.26%
10th Percentile £31,250 £36,750 £23,850
90th Percentile £69,750 £73,750 £67,000
Scotland median annual salary £50,000 £62,500 £45,000
% change year-on-year -20.00% +38.89% -2.17%

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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 352 218 169
As % of all permanent IT jobs advertised in Edinburgh 12.93% 9.27% 6.67%
Number of salaries quoted 197 104 109
Edinburgh median annual salary £45,000 £50,000 £42,500
Median salary % change year-on-year -10.00% +17.65% -5.56%
10th Percentile £27,650 £26,750 £28,300
90th Percentile £67,500 £73,750 £56,250
Scotland median annual salary £45,000 £41,500 £44,000
% change year-on-year +8.43% -5.68% -2.22%

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 23 June 2018.

Salary histogram for Ansible in Edinburgh

For the 6 months to 23 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 Edinburgh region with a requirement for Ansible.

1 101 (86.32%) DevOps
2 98 (83.76%) Amazon AWS
3 77 (65.81%) Puppet
3 77 (65.81%) Jenkins
4 73 (62.39%) Opscode Chef
5 65 (55.56%) Linux
6 63 (53.85%) Microsoft Azure
7 55 (47.01%) Docker
8 46 (39.32%) Google Cloud Platform
8 46 (39.32%) Terraform
9 45 (38.46%) GCP
10 42 (35.90%) Python
10 42 (35.90%) Git (software)
11 37 (31.62%) Windows
12 34 (29.06%) SaaS
13 33 (28.21%) Continuous Integration
14 32 (27.35%) Continuous Delivery
15 31 (26.50%) Kubernetes
15 31 (26.50%) Splunk
16 30 (25.64%) Rundeck
16 30 (25.64%) JIRA
16 30 (25.64%) Team Foundation Server
17 29 (24.79%) Subversion
17 29 (24.79%) GoCD
18 28 (23.93%) Consul
18 28 (23.93%) Octopus Deploy
19 27 (23.08%) Open Source
20 26 (22.22%) Unix
20 26 (22.22%) ServiceNow
20 26 (22.22%) Elastic Stack

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 10 (8.55%) OpenStack
2 6 (5.13%) Elasticsearch
3 4 (3.42%) JBoss
4 2 (1.71%) Apache
4 2 (1.71%) Apache Spark
4 2 (1.71%) Tomcat
4 2 (1.71%) WildFly
5 1 (0.85%) Apache Pig
5 1 (0.85%) Apache Solr
Applications
1 4 (3.42%) Microsoft Excel
Cloud Services
1 98 (83.76%) Amazon AWS
2 63 (53.85%) Microsoft Azure
3 46 (39.32%) Google Cloud Platform
4 34 (29.06%) SaaS
5 24 (20.51%) IaaS
5 24 (20.51%) PaaS
6 11 (9.40%) Cloud Computing
7 7 (5.98%) CloudFront
8 5 (4.27%) AWS CloudFormation
9 4 (3.42%) GitHub
10 3 (2.56%) Amazon EC2
10 3 (2.56%) Amazon S3
11 2 (1.71%) Amazon ElastiCache
11 2 (1.71%) Serverless
12 1 (0.85%) Amazon EMR
12 1 (0.85%) AWS Lambda
Communications & Networking
1 8 (6.84%) Firewall
2 5 (4.27%) DNS
3 4 (3.42%) VPN
4 2 (1.71%) Internet
4 2 (1.71%) SSL
5 1 (0.85%) Network Security
5 1 (0.85%) TCP/IP
Database & Business Intelligence
1 3 (2.56%) Amazon DynamoDB
2 2 (1.71%) Hadoop
2 2 (1.71%) NoSQL
2 2 (1.71%) SQL Server
3 1 (0.85%) Amazon Redshift
3 1 (0.85%) Big Data
3 1 (0.85%) OpenTSDB
3 1 (0.85%) Parquet
3 1 (0.85%) PostgreSQL
Development Applications
1 77 (65.81%) Jenkins
2 42 (35.90%) Git (software)
3 30 (25.64%) JIRA
3 30 (25.64%) Team Foundation Server
4 29 (24.79%) GoCD
4 29 (24.79%) Subversion
5 28 (23.93%) Octopus Deploy
6 24 (20.51%) Atlassian Bamboo
6 24 (20.51%) IBM UrbanCode
7 13 (11.11%) TeamCity
8 9 (7.69%) Maven
9 8 (6.84%) GitLab
10 7 (5.98%) Vagrant
11 4 (3.42%) Codeship
12 2 (1.71%) GCC
12 2 (1.71%) Visual Studio Team System
13 1 (0.85%) JUnit
13 1 (0.85%) Mercurial
13 1 (0.85%) Mockito
13 1 (0.85%) TestNG
General
1 3 (2.56%) Games
2 1 (0.85%) Finance
Job Titles
1 38 (32.48%) DevOps Engineer
2 37 (31.62%) Consultant
3 34 (29.06%) Senior DevOps
4 24 (20.51%) DevOps Consultant
4 24 (20.51%) Senior Consultant
4 24 (20.51%) Senior DevOps Consultant
5 10 (8.55%) Cloud Engineer
5 10 (8.55%) Senior DevOps Engineer
6 9 (7.69%) Architect
6 9 (7.69%) AWS Engineer
6 9 (7.69%) Cloud Architect
7 8 (6.84%) Automation Engineer
7 8 (6.84%) Technical Consultant
8 7 (5.98%) Azure Engineer
9 6 (5.13%) Software Engineer
10 4 (3.42%) Administrator
10 4 (3.42%) Analyst
10 4 (3.42%) Delivery Manager
10 4 (3.42%) Developer
10 4 (3.42%) Systems Administrator
Libraries, Frameworks & Software Standards
1 26 (22.22%) Elastic Stack
2 12 (10.26%) JSON
3 2 (1.71%) Node.js
3 2 (1.71%) React
4 1 (0.85%) Apache Flex
4 1 (0.85%) Apache Thrift
4 1 (0.85%) Flash
4 1 (0.85%) Hibernate
4 1 (0.85%) Kafka
4 1 (0.85%) PostGIS
4 1 (0.85%) Protocol Buffers
4 1 (0.85%) REST
4 1 (0.85%) Samza
4 1 (0.85%) SOAP
4 1 (0.85%) Spring
4 1 (0.85%) Struts
4 1 (0.85%) Swing
4 1 (0.85%) Web Services
Miscellaneous
1 10 (8.55%) Public Cloud
2 9 (7.69%) Analytical Skills
2 9 (7.69%) Enterprise Cloud
3 8 (6.84%) Hybrid Cloud
4 4 (3.42%) Computer Science
5 3 (2.56%) Data Centre
5 3 (2.56%) Data Structures
6 2 (1.71%) Enterprise Software
7 1 (0.85%) Algorithms
7 1 (0.85%) Cloud Native
7 1 (0.85%) Clustering
7 1 (0.85%) Cyberthreat
Operating Systems
1 65 (55.56%) Linux
2 37 (31.62%) Windows
3 26 (22.22%) Unix
4 13 (11.11%) Red Hat Enterprise Linux
5 12 (10.26%) CentOS
6 2 (1.71%) Windows Server
7 1 (0.85%) Windows Server 2008
Processes & Methodologies
1 101 (86.32%) DevOps
2 33 (28.21%) Continuous Integration
3 32 (27.35%) Continuous Delivery
4 27 (23.08%) Open Source
5 25 (21.37%) Agile Software Development
5 25 (21.37%) Microservices
6 24 (20.51%) Customer Engagement
7 17 (14.53%) Configuration Management
8 13 (11.11%) Project Management
8 13 (11.11%) Test Automation
9 11 (9.40%) Change Management
10 10 (8.55%) Software Engineering
11 9 (7.69%) Business Analysis
11 9 (7.69%) Time Management
12 8 (6.84%) Deployment Automation
13 7 (5.98%) Problem-Solving
14 6 (5.13%) Continuous Deployment
14 6 (5.13%) Mentoring
14 6 (5.13%) Service Delivery
15 5 (4.27%) Coaching
Programming Languages
1 42 (35.90%) Python
2 24 (20.51%) Bash Shell
3 23 (19.66%) PowerShell
4 13 (11.11%) Java
5 11 (9.40%) JavaScript
6 8 (6.84%) Ruby
7 5 (4.27%) Go
8 4 (3.42%) Perl
8 4 (3.42%) SQL
9 3 (2.56%) Shell Script
10 2 (1.71%) PHP
11 1 (0.85%) C#
Qualifications
1 13 (11.11%) AWS Certification
2 6 (5.13%) Degree
3 4 (3.42%) Computer Science Degree
4 1 (0.85%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 45 (38.46%) GCP
2 13 (11.11%) QA
3 2 (1.71%) SLA
4 1 (0.85%) PCI DSS
System Software
1 55 (47.01%) Docker
2 3 (2.56%) VMware Infrastructure
3 2 (1.71%) VMware Server
4 1 (0.85%) HDFS
4 1 (0.85%) KVM
4 1 (0.85%) Virtual Machines
Systems Management
1 77 (65.81%) Puppet
2 73 (62.39%) Opscode Chef
3 46 (39.32%) Terraform
4 31 (26.50%) Kubernetes
5 30 (25.64%) Rundeck
6 28 (23.93%) Consul
7 6 (5.13%) Nagios
7 6 (5.13%) Rancher
8 5 (4.27%) Capistrano
9 4 (3.42%) Cacti
9 4 (3.42%) yum
10 3 (2.56%) Salt
11 1 (0.85%) Kibana
11 1 (0.85%) logstash
11 1 (0.85%) Mesos
11 1 (0.85%) Packer
Vendors
1 31 (26.50%) Splunk
2 26 (22.22%) ServiceNow
3 24 (20.51%) Delphix
3 24 (20.51%) RedGate
4 7 (5.98%) AppDynamics
4 7 (5.98%) VMware
5 6 (5.13%) Red Hat
6 4 (3.42%) Atlassian
6 4 (3.42%) New Relic
6 4 (3.42%) Perforce
6 4 (3.42%) Rackspace
6 4 (3.42%) SaltStack
7 2 (1.71%) F5
7 2 (1.71%) Remedy
8 1 (0.85%) Google