Period
to 19 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Terraform skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Terraform over the 6 months to 19 December 2018 with a comparison to the same period in the previous 2 years.

Terraform
Scotland > Edinburgh
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 83 136 131
Rank change year-on-year +53 -5 -
Permanent jobs citing Terraform 65 16 2
As % of all permanent IT jobs advertised in Edinburgh 2.59% 0.61% 0.088%
As % of the Systems Management category 26.00% 5.78% 1.09%
Number of salaries quoted 32 2 1
Edinburgh median annual salary £30,000 £78,750 £44,000
Median salary % change year-on-year -61.90% +78.98% -
10th Percentile £22,500 £59,625 £41,000
90th Percentile £65,000 £88,875 £47,000
Scotland median annual salary £42,500 £57,500 £44,000
% change year-on-year -26.09% +30.68% -

Terraform 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 250 277 184
As % of all permanent IT jobs advertised in Edinburgh 9.96% 10.59% 8.08%
Number of salaries quoted 163 176 111
Edinburgh median annual salary £50,000 £52,500 £45,000
Median salary % change year-on-year -4.76% +16.67% +1.12%
10th Percentile £26,250 £30,000 £31,250
90th Percentile £67,500 £65,000 £57,500
Scotland median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% -

Terraform
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Terraform in Edinburgh

Terraform
Salary Trend in Edinburgh

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

Salary trend for Terraform in Edinburgh

Terraform
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Terraform in Edinburgh over the 6 months to 19 December 2018.

Salary histogram for Terraform in Edinburgh

For the 6 months to 19 December 2018, IT jobs citing Terraform 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 Terraform.

1 60 (92.31%) Linux
2 55 (84.62%) Ansible
3 51 (78.46%) DevOps
4 44 (67.69%) Opscode Chef
5 40 (61.54%) Amazon AWS
6 36 (55.38%) Continuous Delivery
7 34 (52.31%) Git (software)
8 33 (50.77%) Jenkins
9 32 (49.23%) Microsoft Azure
9 32 (49.23%) Puppet
9 32 (49.23%) Elastic Stack
10 31 (47.69%) Google Cloud Platform
10 31 (47.69%) Continuous Integration
11 30 (46.15%) Subversion
11 30 (46.15%) Splunk
11 30 (46.15%) GoCD
12 29 (44.62%) Consul
12 29 (44.62%) Atlassian Bamboo
13 28 (43.08%) Python
13 28 (43.08%) Team Foundation Server
13 28 (43.08%) Microservices
14 27 (41.54%) ServiceNow
14 27 (41.54%) Rundeck
14 27 (41.54%) IBM UrbanCode
14 27 (41.54%) Delphix
14 27 (41.54%) Customer Engagement
14 27 (41.54%) Open Source
14 27 (41.54%) RedGate
14 27 (41.54%) Octopus Deploy
14 27 (41.54%) Unix

Terraform
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 5 (7.69%) Apache Spark
2 4 (6.15%) Apache Pig
3 2 (3.08%) Apache Solr
4 1 (1.54%) Apache
4 1 (1.54%) JBoss
4 1 (1.54%) Tomcat
Cloud Services
1 40 (61.54%) Amazon AWS
2 32 (49.23%) Microsoft Azure
3 31 (47.69%) Google Cloud Platform
4 9 (13.85%) GitHub
5 4 (6.15%) Amazon EC2
5 4 (6.15%) Amazon EMR
5 4 (6.15%) Amazon S3
5 4 (6.15%) AWS CloudFormation
5 4 (6.15%) AWS Lambda
5 4 (6.15%) Serverless
6 3 (4.62%) Datadog
7 2 (3.08%) Amazon CloudWatch
7 2 (3.08%) Amazon ElastiCache
7 2 (3.08%) Amazon ELB
7 2 (3.08%) AWS CodePipeline
7 2 (3.08%) AWS Elastic Beanstalk
7 2 (3.08%) OpenShift
7 2 (3.08%) Sumo Logic
7 2 (3.08%) Virtual Private Cloud
8 1 (1.54%) npm
Communications & Networking
1 2 (3.08%) Firewall
2 1 (1.54%) Internet
Database & Business Intelligence
1 17 (26.15%) Big Data
2 13 (20.00%) Apache Cassandra
3 5 (7.69%) Amazon RDS
4 4 (6.15%) Apache Hive
5 3 (4.62%) Hadoop
6 2 (3.08%) Amazon Redshift
6 2 (3.08%) Sqoop
7 1 (1.54%) Couchbase
7 1 (1.54%) Mixpanel
7 1 (1.54%) MongoDB
7 1 (1.54%) PostgreSQL
Development Applications
1 34 (52.31%) Git (software)
2 33 (50.77%) Jenkins
3 30 (46.15%) GoCD
3 30 (46.15%) Subversion
4 29 (44.62%) Atlassian Bamboo
5 28 (43.08%) Team Foundation Server
6 27 (41.54%) IBM UrbanCode
6 27 (41.54%) JIRA
6 27 (41.54%) Octopus Deploy
7 5 (7.69%) GitLab
8 4 (6.15%) Maven
9 3 (4.62%) Artifactory
9 3 (4.62%) RSpec
9 3 (4.62%) Sonatype Nexus
9 3 (4.62%) TeamCity
9 3 (4.62%) Vagrant
10 2 (3.08%) Bitbucket
10 2 (3.08%) Travis CI
11 1 (1.54%) gulp
11 1 (1.54%) webpack
General
1 2 (3.08%) Banking
2 1 (1.54%) Games
Job Titles
1 29 (44.62%) Consultant
2 28 (43.08%) Senior DevOps
3 27 (41.54%) DevOps Consultant
3 27 (41.54%) Senior Consultant
3 27 (41.54%) Senior DevOps Consultant
4 21 (32.31%) DevOps Engineer
5 20 (30.77%) Junior
6 13 (20.00%) Junior DevOps
6 13 (20.00%) Junior DevOps Engineer
7 5 (7.69%) Python Engineer
8 3 (4.62%) Developer
8 3 (4.62%) Software Engineer
9 2 (3.08%) Automation Engineer
9 2 (3.08%) AWS Consultant
9 2 (3.08%) AWS Engineer
9 2 (3.08%) Big Data Consultant
9 2 (3.08%) Cloud Consultant
9 2 (3.08%) Cloud Engineer
9 2 (3.08%) Data Consultant
9 2 (3.08%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 32 (49.23%) Elastic Stack
2 10 (15.38%) Node.js
3 7 (10.77%) Kafka
4 6 (9.23%) Web Services
5 4 (6.15%) RESTful
6 3 (4.62%) Spring
7 2 (3.08%) JSON
7 2 (3.08%) RabbitMQ
7 2 (3.08%) Spring Boot
7 2 (3.08%) Velocity
8 1 (1.54%) .NET
8 1 (1.54%) Angular 2
8 1 (1.54%) AngularJS
8 1 (1.54%) CSS
8 1 (1.54%) HTML
8 1 (1.54%) Ionic Framework
8 1 (1.54%) Middleware
Miscellaneous
1 2 (3.08%) Analytical Skills
1 2 (3.08%) Enterprise Cloud
1 2 (3.08%) Linux Command Line
1 2 (3.08%) Public Cloud
2 1 (1.54%) Mobile App
2 1 (1.54%) User Experience
Operating Systems
1 60 (92.31%) Linux
2 27 (41.54%) Unix
2 27 (41.54%) Windows
3 6 (9.23%) Red Hat Enterprise Linux
4 2 (3.08%) Debian
5 1 (1.54%) CentOS
Processes & Methodologies
1 51 (78.46%) DevOps
2 36 (55.38%) Continuous Delivery
3 31 (47.69%) Continuous Integration
4 28 (43.08%) Microservices
5 27 (41.54%) Customer Engagement
5 27 (41.54%) Open Source
6 12 (18.46%) Analytics
7 10 (15.38%) Agile Software Development
8 9 (13.85%) Data Science
9 8 (12.31%) Configuration Management
10 7 (10.77%) Immutable Server
10 7 (10.77%) Problem-Solving
10 7 (10.77%) Release Management
10 7 (10.77%) Software Engineering
10 7 (10.77%) User Acceptance Testing
11 6 (9.23%) Web Operations
12 4 (6.15%) ETL
13 3 (4.62%) Computer Science
13 3 (4.62%) Deployment Automation
14 2 (3.08%) Task Automation
Programming Languages
1 28 (43.08%) Python
2 20 (30.77%) Java
3 10 (15.38%) Ruby
4 6 (9.23%) Bash Shell
4 6 (9.23%) Go
4 6 (9.23%) SQL
5 5 (7.69%) JavaScript
6 4 (6.15%) Scala
7 2 (3.08%) Java 8
7 2 (3.08%) Java 9
7 2 (3.08%) PHP
7 2 (3.08%) R
8 1 (1.54%) ES6
8 1 (1.54%) Perl
8 1 (1.54%) TypeScript
Qualifications
1 3 (4.62%) Degree
2 1 (1.54%) Computer Science Degree
System Software
1 23 (35.38%) Docker
2 2 (3.08%) HDFS
3 1 (1.54%) Virtual Machines
Systems Management
1 55 (84.62%) Ansible
2 44 (67.69%) Opscode Chef
3 32 (49.23%) Puppet
4 29 (44.62%) Consul
5 27 (41.54%) Rundeck
6 16 (24.62%) Kubernetes
7 6 (9.23%) Salt
8 5 (7.69%) Packer
9 4 (6.15%) Oozie
10 2 (3.08%) Grafana
10 2 (3.08%) Mesos
10 2 (3.08%) Prometheus
10 2 (3.08%) Sysdig
11 1 (1.54%) Cacti
11 1 (1.54%) Capistrano
11 1 (1.54%) Graphite
11 1 (1.54%) HAProxy
11 1 (1.54%) Icinga
Vendors
1 30 (46.15%) Splunk
2 27 (41.54%) Delphix
2 27 (41.54%) RedGate
2 27 (41.54%) ServiceNow
3 3 (4.62%) VMware
4 2 (3.08%) Google
4 2 (3.08%) New Relic
4 2 (3.08%) Red Hat
5 1 (1.54%) F5
5 1 (1.54%) Microsoft
5 1 (1.54%) Perforce